diff --git a/eng/Versions.props b/eng/Versions.props index 9409892f5c..720e3cb008 100644 --- a/eng/Versions.props +++ b/eng/Versions.props @@ -24,7 +24,7 @@ 6.0.1 4.5.0 4.5.5 - 8.0.0-rtm.23523.3 + 8.0.0 4.3.0 4.3.0 6.0.0 @@ -35,7 +35,7 @@ 11.0.0 3.19.6 - 2.3.1 + 3.3.5 3.3.0 3.9.0 1.0.0-beta.23509.3 @@ -88,7 +88,7 @@ 0.0.13-test 0.0.6-test 0.0.7-test - 4.6.1 + 4.8.5 1.0.118 1.2.7 2.4.2 diff --git a/src/Microsoft.ML.LightGbm/WrappedLightGbmBooster.cs b/src/Microsoft.ML.LightGbm/WrappedLightGbmBooster.cs index 99569c17cb..cd7e7adb74 100644 --- a/src/Microsoft.ML.LightGbm/WrappedLightGbmBooster.cs +++ b/src/Microsoft.ML.LightGbm/WrappedLightGbmBooster.cs @@ -80,14 +80,14 @@ internal unsafe string GetModelString() byte[] buffer = new byte[bufLen]; int size = 0; fixed (byte* ptr = buffer) - LightGbmInterfaceUtils.Check(WrappedLightGbmInterface.BoosterSaveModelToString(Handle, 0, BestIteration, bufLen, ref size, ptr)); + LightGbmInterfaceUtils.Check(WrappedLightGbmInterface.BoosterSaveModelToString(Handle, 0, BestIteration, 0, bufLen, ref size, ptr)); // If buffer size is not enough, reallocate buffer and get again. if (size > bufLen) { bufLen = size; buffer = new byte[bufLen]; fixed (byte* ptr = buffer) - LightGbmInterfaceUtils.Check(WrappedLightGbmInterface.BoosterSaveModelToString(Handle, 0, BestIteration, bufLen, ref size, ptr)); + LightGbmInterfaceUtils.Check(WrappedLightGbmInterface.BoosterSaveModelToString(Handle, 0, BestIteration, 0, bufLen, ref size, ptr)); } byte[] content = new byte[size]; Array.Copy(buffer, content, size); diff --git a/src/Microsoft.ML.LightGbm/WrappedLightGbmInterface.cs b/src/Microsoft.ML.LightGbm/WrappedLightGbmInterface.cs index 6b7403fd80..7cbcea76a1 100644 --- a/src/Microsoft.ML.LightGbm/WrappedLightGbmInterface.cs +++ b/src/Microsoft.ML.LightGbm/WrappedLightGbmInterface.cs @@ -190,6 +190,7 @@ public static extern int BoosterCreate(SafeDataSetHandle trainset, public static extern unsafe int BoosterSaveModelToString(SafeBoosterHandle handle, int startIteration, int numIteration, + int featureImportanceType, int bufferLen, ref int outLen, byte* outStr); @@ -213,7 +214,7 @@ public static extern unsafe int BoosterGetEval(SafeBoosterHandle handle, int dat #region API predict [DllImport(DllName, EntryPoint = "LGBM_BoosterPredictForMat", CallingConvention = CallingConvention.StdCall)] public static extern unsafe int BoosterPredictForMat(SafeBoosterHandle handle, IntPtr data, CApiDType dataType, int nRow, int nCol, int isRowMajor, - int predictType, int numIteration, [MarshalAs(UnmanagedType.LPStr)] string parameters, ref int outLen, double* outResult); + int predictType, int startIteration, int numIteration, [MarshalAs(UnmanagedType.LPStr)] string parameters, ref int outLen, double* outResult); #endregion #region API parallel diff --git a/test/BaselineOutput/Common/FeatureContribution/LightGbmBinary.tsv b/test/BaselineOutput/Common/FeatureContribution/LightGbmBinary.tsv index 9ae6814bb4..08b3d59a75 100644 --- a/test/BaselineOutput/Common/FeatureContribution/LightGbmBinary.tsv +++ b/test/BaselineOutput/Common/FeatureContribution/LightGbmBinary.tsv @@ -12,7 +12,7 @@ #@ col=FeatureContributions:R4:32-37 #@ col=FeatureContributions:R4:38-43 #@ } -950 757 692 720 297 7515 1 1 950 757 692 720 297 7515 0.956696868 0.760804 0.7872582 0.754716933 0.297893673 0.7578661 0.0871070847 0.116535939 0 0 0 1 18 4:-1 10:-0.0126099735 11:1 16:-0.262451649 17:20.81302 -459 961 0 659 274 2147 0 0 459 961 0 659 274 2147 0.462235659 0.965829134 0 0.690775633 0.27482447 0.21651876 24 1:1 6:-0.0739851445 9:-0.0561627634 11:-1 13:0.103110082 17:-1 19:2.238687 23:-21.7116222 -672 275 0 65 195 9818 1 1 672 275 0 65 195 9818 0.6767372 0.2763819 0 0.06813417 0.195586756 0.990116954 24 0:0.09341861 5:1 7:-0.99999994 10:-0.267225862 13:-0.0506075844 17:1 19:-0.9821341 23:19.4068565 -186 301 0 681 526 1456 0 0 186 301 0 681 526 1456 0.187311172 0.302512556 0 0.713836432 0.527582765 0.1468334 24 4:1 6:-0.0786664 9:-0.05971634 11:-1 16:0.0128529193 17:-1 22:0.262451649 23:-20.4196148 +950 757 692 720 297 7515 1 1 950 757 692 720 297 7515 0.95669687 0.760804 0.7872582 0.75471693 0.29789367 0.7578661 0.048468035 0.15627365 0 0 0 1 18 3:-1 4:-0.86065125 9:-0.008285429 11:1 15:-0.1600628 17:19.318588 +459 961 0 659 274 2147 0 0 459 961 0 659 274 2147 0.46223566 0.96582913 0 0.69077563 0.27482447 0.21651876 24 1:1 6:-0.10307922 9:-0.03593468 11:-0.99999994 13:0.069840066 17:-0.99999994 19:1.518843 23:-21.747446 +672 275 0 65 195 9818 1 1 672 275 0 65 195 9818 0.6767372 0.2763819 0 0.06813417 0.19558676 0.99011695 0.051555283 0 0 0.008813183 0 1 18 1:-1 4:-0.08602048 7:-0.08817758 11:1 13:-1.6014589 17:18.161747 +186 301 0 681 526 1456 0 0 186 301 0 681 526 1456 0.18731117 0.30251256 0 0.71383643 0.52758276 0.1468334 24 4:1 6:-0.13100865 7:-0.05215903 11:-1 16:0.006898874 17:-1 22:0.13775826 23:-19.968224 diff --git a/test/BaselineOutput/Common/FeatureContribution/LightGbmRanking.tsv b/test/BaselineOutput/Common/FeatureContribution/LightGbmRanking.tsv index b807accd5d..00ac000fdf 100644 --- a/test/BaselineOutput/Common/FeatureContribution/LightGbmRanking.tsv +++ b/test/BaselineOutput/Common/FeatureContribution/LightGbmRanking.tsv @@ -13,7 +13,7 @@ #@ col=FeatureContributions:R4:33-38 #@ col=FeatureContributions:R4:39-44 #@ } -950 757 692 720 297 7515 4 1 0 950 757 692 720 297 7515 0.956696868 0.760804 0.7872582 0.754716933 0.297893673 0.7578661 24 3:0.383134037 5:1 6:-0.9192525 10:-1 16:-0.2646893 17:1 22:-0.5723001 23:2.162158 -459 961 0 659 274 2147 1 1 0 459 961 0 659 274 2147 0.462235659 0.965829134 0 0.690775633 0.27482447 0.21651876 1 0.164955541 0 0.08735034 0 0 18 5:-1 6:0.110308476 11:-1 12:1.25388193 17:-11.36705 -672 275 0 65 195 9818 4 1 0 672 275 0 65 195 9818 0.6767372 0.2763819 0 0.06813417 0.195586756 0.990116954 24 0:0.0193515085 5:1 9:-0.902932465 10:-0.99999994 16:-0.1030465 17:1 22:-0.7474492 23:7.253514 -186 301 0 681 526 1456 0 1 0 186 301 0 681 526 1456 0.187311172 0.302512556 0 0.713836432 0.527582765 0.1468334 24 3:0.99999994 6:-0.0397184677 7:-0.0161588676 11:-1 15:0.008556744 17:-1 21:0.109527007 23:-12.8000793 +950 757 692 720 297 7515 4 1 0 950 757 692 720 297 7515 0.95669687 0.760804 0.7872582 0.75471693 0.29789367 0.7578661 0.18475686 0.19982447 0 0 0 1 18 3:-0.12083593 4:-1 10:-0.16583169 11:1 16:-0.2693773 17:1.6244018 +459 961 0 659 274 2147 1 1 0 459 961 0 659 274 2147 0.46223566 0.96582913 0 0.69077563 0.27482447 0.21651876 24 0:1 7:-0.021717148 9:-0.029168284 11:-1 12:0.09023979 17:-1 18:1.0248182 23:-11.35661 +672 275 0 65 195 9818 4 1 0 672 275 0 65 195 9818 0.6767372 0.2763819 0 0.06813417 0.19558676 0.99011695 0.036158063 0 0 0 0 1 0 -1 0 -0.50675523 -0.4690159 0 12 1:-0.06919657 5:1 7:-0.57434577 11:8.300206 +186 301 0 681 526 1456 0 1 0 186 301 0 681 526 1456 0.18731117 0.30251256 0 0.71383643 0.52758276 0.1468334 24 0:0.81803715 1:1 9:-0.027629191 11:-0.99999994 13:0.02057122 17:-0.99999994 19:0.24663319 23:-11.989234 diff --git a/test/BaselineOutput/Common/FeatureContribution/LightGbmRegressionWithCategoricalSplit.tsv b/test/BaselineOutput/Common/FeatureContribution/LightGbmRegressionWithCategoricalSplit.tsv index ca60f7819c..2a0e795860 100644 --- a/test/BaselineOutput/Common/FeatureContribution/LightGbmRegressionWithCategoricalSplit.tsv +++ b/test/BaselineOutput/Common/FeatureContribution/LightGbmRegressionWithCategoricalSplit.tsv @@ -23,7 +23,7 @@ #@ col=FeatureContributions:R4:47-55 #@ col=FeatureContributions:R4:56-64 #@ } -CMT 1 1 0.7088812 1271 1.64874518 3.8 1.0118916 CRD 17.5 17.5 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 1.64874518 1.0118916 36 4:0.107879594 7:0.725665748 8:1 15:-1 24:-0.0418495 26:1 33:-0.370121539 35:8.844109 -CMT 1 1 0.7088812 474 0.6148743 1.5 0.3994309 CRD 8 8 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 0.6148743 0.3994309 36 4:1 15:-0.0364986733 16:-0.847436965 17:-1 22:0.011381451 26:-1 31:0.115415707 35:-10.1406841 -CMT 1 1 0.7088812 637 0.8263184 1.4 0.372802168 CRD 8.5 8.5 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 0.8263184 0.372802168 36 4:1 15:-0.0366709046 16:-0.5593253 17:-1 22:0.0182117485 26:-1 31:0.183812216 35:-10.0930576 -CMT 1 1 0.7088812 181 0.234793767 0.6 0.159772366 CSH 4.5 4.5 0 1 0 1 0 1 0 1 0 1 1 0 0 1 0 0.7088812 0.234793767 0.159772366 36 6:1 13:-0.293414325 16:-0.7202999 17:-1 24:0.0291313324 26:-1 33:0.33991462 35:-11.6683512 +CMT 1 1 0.7088812 1271 1.6487452 3.8 1.0118916 CRD 17.5 17.5 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 1.6487452 1.0118916 36 4:0.09394213 7:0.71750724 8:1 26:1 35:9.400241 +CMT 1 1 0.7088812 474 0.6148743 1.5 0.3994309 CRD 8 8 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 0.6148743 0.3994309 36 4:1 12:-0.15849221 16:-0.80323946 17:-1 22:0.24369338 26:-1 31:2.1028545 35:-8.6291 +CMT 1 1 0.7088812 637 0.8263184 1.4 0.37280217 CRD 8.5 8.5 0 1 0 1 0 0 1 0 0 1 1 0 1 0 0 0.7088812 0.8263184 0.37280217 36 4:1 12:-0.15364607 16:-0.37586385 17:-1 22:0.22522934 26:-1 31:1.9944918 35:-8.855382 +CMT 1 1 0.7088812 181 0.23479377 0.6 0.15977237 CSH 4.5 4.5 0 1 0 1 0 1 0 1 0 1 1 0 0 1 0 0.7088812 0.23479377 0.15977237 36 3:1 13:-0.8467557 16:-0.7164732 17:-1 21:0.8161843 26:-1 30:8.588971 35:-10.523323 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-out.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-out.txt index 5eefa1cd91..b990c7881b 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-out.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-out.txt @@ -12,42 +12,42 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 124 | 10 | 0.9254 + positive || 125 | 9 | 0.9328 negative || 9 | 219 | 0.9605 ||====================== -Precision || 0.9323 | 0.9563 | -OVERALL 0/1 ACCURACY: 0.947514 -LOG LOSS/instance: 0.303740 +Precision || 0.9328 | 0.9605 | +OVERALL 0/1 ACCURACY: 0.950276 +LOG LOSS/instance: 0.298701 Test-set entropy (prior Log-Loss/instance): 0.950799 -LOG-LOSS REDUCTION (RIG): 0.680543 -AUC: 0.984944 +LOG-LOSS REDUCTION (RIG): 0.685843 +AUC: 0.985271 TEST POSITIVE RATIO: 0.3175 (107.0/(107.0+230.0)) Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 97 | 10 | 0.9065 - negative || 10 | 220 | 0.9565 + positive || 99 | 8 | 0.9252 + negative || 8 | 222 | 0.9652 ||====================== -Precision || 0.9065 | 0.9565 | -OVERALL 0/1 ACCURACY: 0.940653 -LOG LOSS/instance: 0.297583 +Precision || 0.9252 | 0.9652 | +OVERALL 0/1 ACCURACY: 0.952522 +LOG LOSS/instance: 0.288593 Test-set entropy (prior Log-Loss/instance): 0.901650 -LOG-LOSS REDUCTION (RIG): 0.669957 -AUC: 0.991833 +LOG-LOSS REDUCTION (RIG): 0.679928 +AUC: 0.992950 OVERALL RESULTS --------------------------------------- -AUC: 0.988388 (0.0034) -Accuracy: 0.944083 (0.0034) -Positive precision: 0.919436 (0.0129) -Positive recall: 0.915958 (0.0094) -Negative precision: 0.956427 (0.0001) -Negative recall: 0.958524 (0.0020) -Log-loss: 0.300661 (0.0031) -Log-loss reduction: 0.675250 (0.0053) -F1 Score: 0.917691 (0.0111) -AUPRC: 0.972137 (0.0107) +AUC: 0.989111 (0.0038) +Accuracy: 0.951399 (0.0011) +Positive precision: 0.929035 (0.0038) +Positive recall: 0.929035 (0.0038) +Negative precision: 0.962872 (0.0023) +Negative recall: 0.962872 (0.0023) +Log-loss: 0.293647 (0.0051) +Log-loss reduction: 0.682885 (0.0030) +F1 Score: 0.929035 (0.0038) +AUPRC: 0.973375 (0.0114) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-rp.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-rp.txt index 427f48aa70..c899c9ce9d 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-rp.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart-rp.txt @@ -1,4 +1,4 @@ LightGBM AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /iter /lr /nl /mil /booster /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.988388 0.944083 0.919436 0.915958 0.956427 0.958524 0.300661 0.67525 0.917691 0.972137 10 0.2 20 10 dart 1 LightGBM %Data% %Output% 99 0 0 maml.exe CV tr=LightGBM{nt=1 iter=10 booster=dart lr=0.2 mil=10 nl=20} threads=- cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:dart;/nt:1 +0.989111 0.951399 0.929035 0.929035 0.962872 0.962872 0.293647 0.682885 0.929035 0.973375 10 0.2 20 10 dart 1 LightGBM %Data% %Output% 99 0 0 maml.exe CV tr=LightGBM{nt=1 iter=10 booster=dart lr=0.2 mil=10 nl=20} threads=- cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:dart;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart.txt index 5b24d71634..e13b887afd 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-CV-breast-cancer.dart.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -5 1 3.76946664 0.86815387 0.20397732875564892 1 -6 0 -2.25972533 0.244186446 0.40389770435075439 0 -8 0 -4.498201 0.09542709 0.14469130137484504 0 -9 0 -4.498201 0.09542709 0.14469130137484504 0 -10 0 -4.231581 0.107571505 0.16419151572455709 0 -11 0 -4.498201 0.09542709 0.14469130137484504 0 -18 1 3.49706244 0.8517674 0.2314685455511824 1 -20 1 -0.9513529 0.3832736 1.3835534608252185 0 -21 1 3.76946664 0.86815387 0.20397732875564892 1 -25 1 2.54472 0.781146467 0.35633501256818051 1 -28 0 -4.498201 0.09542709 0.14469130137484504 0 -31 0 -4.498201 0.09542709 0.14469130137484504 0 -32 1 3.76946664 0.86815387 0.20397732875564892 1 -35 0 -4.498201 0.09542709 0.14469130137484504 0 -37 0 -3.43854523 0.151964873 0.23780407020476554 0 -40 0 2.74326563 0.79764384 2.3050313298202516 1 -41 1 3.80091715 0.86994344 0.20100648880079872 1 -44 1 2.74326563 0.79764384 0.3261833891834362 1 -45 0 -4.498201 0.09542709 0.14469130137484504 0 -46 1 2.98465753 0.8164275 0.29260326592486868 1 -48 0 -4.346373 0.102184318 0.15550879910468821 0 -50 1 -0.327616841 0.459139228 1.1229963968129693 0 -51 1 1.28567374 0.655394435 0.60956467213573018 1 -52 1 3.048258 0.8211457 0.28428984213568326 1 -54 1 3.61369681 0.858980536 0.21930265301081725 1 -56 1 2.48001242 0.7755651 0.36668023316298476 1 -60 1 1.78921187 0.709839761 0.4944347065100273 1 -63 1 -0.31416142 0.460810363 1.1177549325714244 0 -64 0 -4.498201 0.09542709 0.14469130137484504 0 -66 0 -4.498201 0.09542709 0.14469130137484504 0 -68 1 3.048258 0.8211457 0.28428984213568326 1 -69 0 -4.498201 0.09542709 0.14469130137484504 0 -70 0 -4.053969 0.116398714 0.17853257727162711 0 -71 1 -0.321583 0.459888518 1.1206439168219124 0 -72 0 -0.244768709 0.46944204 0.91441772936628107 0 -73 1 3.65283227 0.8613342 0.21535497123356734 1 -74 1 1.89115679 0.7202251 0.47348022476530338 1 -76 0 -4.053969 0.116398714 0.17853257727162711 0 -77 0 -4.196269 0.109278269 0.1669533030626382 0 -79 0 -4.498201 0.09542709 0.14469130137484504 0 -82 0 -4.498201 0.09542709 0.14469130137484504 0 -88 0 -4.498201 0.09542709 0.14469130137484504 0 -90 0 -4.498201 0.09542709 0.14469130137484504 0 -91 0 -4.498201 0.09542709 0.14469130137484504 0 -92 0 -4.498201 0.09542709 0.14469130137484504 0 -93 0 -4.498201 0.09542709 0.14469130137484504 0 -95 0 -4.498201 0.09542709 0.14469130137484504 0 -96 0 -4.498201 0.09542709 0.14469130137484504 0 -97 0 -4.498201 0.09542709 0.14469130137484504 0 -98 1 0.2612387 0.5326085 0.90885261736029577 1 -99 1 3.76946664 0.86815387 0.20397732875564892 1 -100 1 2.54472 0.781146467 0.35633501256818051 1 -102 0 -4.498201 0.09542709 0.14469130137484504 0 -104 1 2.74326563 0.79764384 0.3261833891834362 1 -105 1 0.3130712 0.539054155 0.89149787621427834 1 -106 1 3.49706244 0.8517674 0.2314685455511824 1 -108 0 -3.24062371 0.165161863 0.26043158776744002 0 -109 1 3.76946664 0.86815387 0.20397732875564892 1 -111 1 2.74107242 0.797466755 0.32650371835643632 1 -112 1 3.048258 0.8211457 0.28428984213568326 1 -113 1 3.61369681 0.858980536 0.21930265301081725 1 -115 0 -2.25972533 0.244186446 0.40389770435075439 0 -117 1 3.76946664 0.86815387 0.20397732875564892 1 -120 0 -4.498201 0.09542709 0.14469130137484504 0 -121 0 -4.498201 0.09542709 0.14469130137484504 0 -122 1 3.76946664 0.86815387 0.20397732875564892 1 -123 1 3.048258 0.8211457 0.28428984213568326 1 -125 0 -4.498201 0.09542709 0.14469130137484504 0 -128 1 0.3259464 0.540653348 0.88722422072638918 1 -129 0 -4.498201 0.09542709 0.14469130137484504 0 -131 0 -4.498201 0.09542709 0.14469130137484504 0 -132 1 2.2286675 0.7529362 0.40940050136075068 1 -133 0 -4.498201 0.09542709 0.14469130137484504 0 -137 0 -4.498201 0.09542709 0.14469130137484504 0 -138 0 -4.498201 0.09542709 0.14469130137484504 0 -141 0 -4.498201 0.09542709 0.14469130137484504 0 -144 0 -4.498201 0.09542709 0.14469130137484504 0 -145 0 -4.053969 0.116398714 0.17853257727162711 0 -147 0 -4.498201 0.09542709 0.14469130137484504 0 -150 0 -4.231581 0.107571505 0.16419151572455709 0 -151 1 3.048258 0.8211457 0.28428984213568326 1 -152 1 3.76946664 0.86815387 0.20397732875564892 1 -154 0 -4.498201 0.09542709 0.14469130137484504 0 -156 0 -4.498201 0.09542709 0.14469130137484504 0 -161 0 -4.498201 0.09542709 0.14469130137484504 0 -164 0 -3.93700242 0.122549966 0.18861112071870997 0 -167 1 0.640575349 0.579394341 0.78738250235813356 1 -169 0 -4.231581 0.107571505 0.16419151572455709 0 -171 0 -4.498201 0.09542709 0.14469130137484504 0 -173 1 3.76946664 0.86815387 0.20397732875564892 1 -174 1 3.61369681 0.858980536 0.21930265301081725 1 -176 0 -4.498201 0.09542709 0.14469130137484504 0 -177 1 2.74326563 0.79764384 0.3261833891834362 1 -179 1 1.96722949 0.727824867 0.45833675193071316 1 -180 0 -4.231581 0.107571505 0.16419151572455709 0 -181 0 -4.498201 0.09542709 0.14469130137484504 0 -183 1 3.76946664 0.86815387 0.20397732875564892 1 -187 1 3.76946664 0.86815387 0.20397732875564892 1 -188 1 3.76946664 0.86815387 0.20397732875564892 1 -189 0 -1.81399477 0.287614644 0.48927023373752215 0 -191 1 3.65283227 0.8613342 0.21535497123356734 1 -192 0 -4.498201 0.09542709 0.14469130137484504 0 -196 0 3.76946664 0.86815387 2.9230728707786171 1 -198 0 -4.498201 0.09542709 0.14469130137484504 0 -199 0 -4.498201 0.09542709 0.14469130137484504 0 -201 1 3.61369681 0.858980536 0.21930265301081725 1 -202 0 -4.498201 0.09542709 0.14469130137484504 0 -204 0 -4.498201 0.09542709 0.14469130137484504 0 -205 1 3.76946664 0.86815387 0.20397732875564892 1 -206 1 2.48001242 0.7755651 0.36668023316298476 1 -207 0 -4.231581 0.107571505 0.16419151572455709 0 -209 0 -4.231581 0.107571505 0.16419151572455709 0 -210 1 3.76946664 0.86815387 0.20397732875564892 1 -211 1 3.76946664 0.86815387 0.20397732875564892 1 -212 0 -4.498201 0.09542709 0.14469130137484504 0 -216 0 -4.498201 0.09542709 0.14469130137484504 0 -218 1 3.80091715 0.86994344 0.20100648880079872 1 -219 0 -2.251054 0.244987518 0.40542759858937033 0 -223 1 3.76946664 0.86815387 0.20397732875564892 1 -226 1 3.76946664 0.86815387 0.20397732875564892 1 -228 0 -4.231581 0.107571505 0.16419151572455709 0 -233 1 3.49706244 0.8517674 0.2314685455511824 1 -237 1 0.892209947 0.6097128 0.71379830982506021 1 -239 1 3.76946664 0.86815387 0.20397732875564892 1 -240 0 -2.79639149 0.198102579 0.31851039559895189 0 -241 0 -4.0797534 0.115079291 0.17637990307607779 0 -242 0 -4.498201 0.09542709 0.14469130137484504 0 -244 0 -4.498201 0.09542709 0.14469130137484504 0 -246 1 3.76946664 0.86815387 0.20397732875564892 1 -247 1 2.896842 0.8097553 0.30444204402038422 1 -248 0 -3.24062371 0.165161863 0.26043158776744002 0 -249 0 -3.93700242 0.122549966 0.18861112071870997 0 -250 0 -4.498201 0.09542709 0.14469130137484504 0 -252 0 2.54472 0.781146467 2.19196241921729 1 -254 1 2.896842 0.8097553 0.30444204402038422 1 -257 0 -4.498201 0.09542709 0.14469130137484504 0 -258 0 -4.498201 0.09542709 0.14469130137484504 0 -259 0 2.2286675 0.7529362 2.0170443625941292 1 -260 1 3.61369681 0.858980536 0.21930265301081725 1 -262 1 3.76946664 0.86815387 0.20397732875564892 1 -267 1 2.4707675 0.7747595 0.36817960805482874 1 -268 1 3.80091715 0.86994344 0.20100648880079872 1 -269 0 -4.498201 0.09542709 0.14469130137484504 0 -271 0 -4.498201 0.09542709 0.14469130137484504 0 -272 1 2.4707675 0.7747595 0.36817960805482874 1 -275 0 -4.053969 0.116398714 0.17853257727162711 0 -276 0 -4.498201 0.09542709 0.14469130137484504 0 -277 0 -4.498201 0.09542709 0.14469130137484504 0 -278 0 -4.498201 0.09542709 0.14469130137484504 0 -279 1 2.48001242 0.7755651 0.36668023316298476 1 -280 0 -4.498201 0.09542709 0.14469130137484504 0 -283 1 3.76946664 0.86815387 0.20397732875564892 1 -284 1 2.896842 0.8097553 0.30444204402038422 1 -285 1 3.76946664 0.86815387 0.20397732875564892 1 -288 1 0.767341 0.5947581 0.74962509617862882 1 -290 0 -4.498201 0.09542709 0.14469130137484504 0 -291 0 -4.498201 0.09542709 0.14469130137484504 0 -293 1 0.678068459 0.5839559 0.77606871271295208 1 -296 0 3.048258 0.8211457 2.4831433985031932 1 -297 0 -1.65750957 0.303908437 0.52265100707458811 0 -299 1 -0.9513529 0.3832736 1.3835534608252185 0 -300 1 3.80091715 0.86994344 0.20100648880079872 1 -301 0 -4.498201 0.09542709 0.14469130137484504 0 -303 0 -4.498201 0.09542709 0.14469130137484504 0 -304 1 2.54472 0.781146467 0.35633501256818051 1 -308 1 3.80091715 0.86994344 0.20100648880079872 1 -309 0 -1.3730737 0.3348039 0.58814840431820059 0 -311 0 -4.498201 0.09542709 0.14469130137484504 0 -312 1 0.640575349 0.579394341 0.78738250235813356 1 -314 0 -4.231581 0.107571505 0.16419151572455709 0 -316 1 2.98465753 0.8164275 0.29260326592486868 1 -317 1 3.76946664 0.86815387 0.20397732875564892 1 -319 0 3.76946664 0.86815387 2.9230728707786171 1 -321 0 -3.93700242 0.122549966 0.18861112071870997 0 -323 1 2.8288877 0.8044659 0.31389684419476938 1 -327 0 -4.498201 0.09542709 0.14469130137484504 0 -328 1 1.89115679 0.7202251 0.47348022476530338 1 -329 1 3.61369681 0.858980536 0.21930265301081725 1 -331 0 -4.498201 0.09542709 0.14469130137484504 0 -332 0 -4.498201 0.09542709 0.14469130137484504 0 -333 1 2.98465753 0.8164275 0.29260326592486868 1 -336 1 2.2286675 0.7529362 0.40940050136075068 1 -338 0 -4.231581 0.107571505 0.16419151572455709 0 -343 0 -4.498201 0.09542709 0.14469130137484504 0 -344 1 3.76946664 0.86815387 0.20397732875564892 1 -346 0 -3.24062371 0.165161863 0.26043158776744002 0 -347 0 -2.97400379 0.184372157 0.29401706931631438 0 -348 1 -0.0275992379 0.496550143 1.0099886831442291 0 -349 1 3.048258 0.8211457 0.28428984213568326 1 -350 0 -4.346373 0.102184318 0.15550879910468821 0 -352 0 1.97897232 0.728986442 1.8835630682470328 1 -353 1 2.98465753 0.8164275 0.29260326592486868 1 -354 0 -4.498201 0.09542709 0.14469130137484504 0 -355 0 -4.498201 0.09542709 0.14469130137484504 0 -358 1 2.647147 0.7897756 0.34048528003734208 1 -360 1 3.76946664 0.86815387 0.20397732875564892 1 -361 1 3.61369681 0.858980536 0.21930265301081725 1 -366 1 3.76946664 0.86815387 0.20397732875564892 1 -368 0 -4.053969 0.116398714 0.17853257727162711 0 -370 0 -4.196269 0.109278269 0.1669533030626382 0 -371 0 -4.053969 0.116398714 0.17853257727162711 0 -373 0 -4.498201 0.09542709 0.14469130137484504 0 -376 0 -4.498201 0.09542709 0.14469130137484504 0 -377 0 -4.231581 0.107571505 0.16419151572455709 0 -378 0 -4.346373 0.102184318 0.15550879910468821 0 -379 0 -1.81399477 0.287614644 0.48927023373752215 0 -381 1 3.76946664 0.86815387 0.20397732875564892 1 -383 0 -4.498201 0.09542709 0.14469130137484504 0 -384 0 -4.498201 0.09542709 0.14469130137484504 0 -387 0 -1.81399477 0.287614644 0.48927023373752215 0 -388 0 -4.498201 0.09542709 0.14469130137484504 0 -389 0 -4.498201 0.09542709 0.14469130137484504 0 -391 1 3.76946664 0.86815387 0.20397732875564892 1 -392 0 -4.498201 0.09542709 0.14469130137484504 0 -395 0 -4.498201 0.09542709 0.14469130137484504 0 -396 0 -4.498201 0.09542709 0.14469130137484504 0 -398 0 -4.498201 0.09542709 0.14469130137484504 0 -399 0 -3.443905 0.151619837 0.23721720648711328 0 -404 0 -4.346373 0.102184318 0.15550879910468821 0 -406 0 -4.498201 0.09542709 0.14469130137484504 0 -409 0 -4.498201 0.09542709 0.14469130137484504 0 -413 0 -4.498201 0.09542709 0.14469130137484504 0 -414 1 3.76946664 0.86815387 0.20397732875564892 1 -415 0 -2.615634 0.212852374 0.34529386229283054 0 -416 1 3.61369681 0.858980536 0.21930265301081725 1 -418 0 -4.498201 0.09542709 0.14469130137484504 0 -419 0 -4.196269 0.109278269 0.1669533030626382 0 -422 0 -0.5564174 0.430893 0.81322818018893239 0 -423 0 -4.053969 0.116398714 0.17853257727162711 0 -428 0 -4.498201 0.09542709 0.14469130137484504 0 -429 0 -4.498201 0.09542709 0.14469130137484504 0 -430 0 -4.196269 0.109278269 0.1669533030626382 0 -434 0 2.8288877 0.8044659 2.3545077935682088 1 -436 1 -0.989335 0.37879464 1.4005121771314337 0 -439 0 -4.498201 0.09542709 0.14469130137484504 0 -440 1 3.61369681 0.858980536 0.21930265301081725 1 -441 0 -3.77203655 0.13169913 0.20373306542767822 0 -442 0 -3.985837 0.119948439 0.18434004365222184 0 -449 1 3.76946664 0.86815387 0.20397732875564892 1 -450 0 -4.0797534 0.115079291 0.17637990307607779 0 -451 0 -4.498201 0.09542709 0.14469130137484504 0 -452 0 -4.346373 0.102184318 0.15550879910468821 0 -453 1 3.76946664 0.86815387 0.20397732875564892 1 -454 0 -4.196269 0.109278269 0.1669533030626382 0 -455 1 -2.25972533 0.244186446 2.033944971258645 0 -456 1 3.76946664 0.86815387 0.20397732875564892 1 -457 1 3.80091715 0.86994344 0.20100648880079872 1 -464 0 -4.498201 0.09542709 0.14469130137484504 0 -465 1 3.80091715 0.86994344 0.20100648880079872 1 -466 1 3.76946664 0.86815387 0.20397732875564892 1 -467 1 3.76946664 0.86815387 0.20397732875564892 1 -474 0 -4.498201 0.09542709 0.14469130137484504 0 -480 0 -4.231581 0.107571505 0.16419151572455709 0 -482 1 3.76946664 0.86815387 0.20397732875564892 1 -483 1 3.76946664 0.86815387 0.20397732875564892 1 -484 0 -4.498201 0.09542709 0.14469130137484504 0 -487 1 3.61369681 0.858980536 0.21930265301081725 1 -489 1 -2.6396122 0.210850552 2.2457072982214026 0 -492 0 -4.231581 0.107571505 0.16419151572455709 0 -493 1 3.76946664 0.86815387 0.20397732875564892 1 -495 0 -4.231581 0.107571505 0.16419151572455709 0 -497 0 -4.498201 0.09542709 0.14469130137484504 0 -501 0 -4.498201 0.09542709 0.14469130137484504 0 -502 0 -4.498201 0.09542709 0.14469130137484504 0 -504 0 -4.498201 0.09542709 0.14469130137484504 0 -507 0 -3.92386436 0.123258092 0.18977588407624832 0 -510 0 -4.498201 0.09542709 0.14469130137484504 0 -513 0 -4.231581 0.107571505 0.16419151572455709 0 -514 1 3.76946664 0.86815387 0.20397732875564892 1 -517 0 -4.231581 0.107571505 0.16419151572455709 0 -519 1 3.61369681 0.858980536 0.21930265301081725 1 -520 0 -4.498201 0.09542709 0.14469130137484504 0 -521 0 -4.498201 0.09542709 0.14469130137484504 0 -522 1 3.76946664 0.86815387 0.20397732875564892 1 -523 1 3.76946664 0.86815387 0.20397732875564892 1 -527 0 -4.498201 0.09542709 0.14469130137484504 0 -528 0 -3.88096428 0.1255949 0.19362627772730601 0 -529 0 -4.231581 0.107571505 0.16419151572455709 0 -531 0 -4.498201 0.09542709 0.14469130137484504 0 -532 0 -4.231581 0.107571505 0.16419151572455709 0 -533 0 -4.498201 0.09542709 0.14469130137484504 0 -534 0 -4.498201 0.09542709 0.14469130137484504 0 -535 0 -2.42405844 0.2293422 0.37583771514843778 0 -538 0 -4.498201 0.09542709 0.14469130137484504 0 -539 0 -4.32519674 0.103159808 0.15707716013780473 0 -540 0 -4.498201 0.09542709 0.14469130137484504 0 -541 0 -4.498201 0.09542709 0.14469130137484504 0 -544 0 -4.053969 0.116398714 0.17853257727162711 0 -546 1 3.76946664 0.86815387 0.20397732875564892 1 -547 0 -4.231581 0.107571505 0.16419151572455709 0 -548 0 -4.231581 0.107571505 0.16419151572455709 0 -549 1 3.76946664 0.86815387 0.20397732875564892 1 -557 0 -4.346373 0.102184318 0.15550879910468821 0 -558 0 -4.498201 0.09542709 0.14469130137484504 0 -559 0 -4.498201 0.09542709 0.14469130137484504 0 -560 0 -4.498201 0.09542709 0.14469130137484504 0 -561 0 -4.498201 0.09542709 0.14469130137484504 0 -563 0 -4.498201 0.09542709 0.14469130137484504 0 -565 1 3.76946664 0.86815387 0.20397732875564892 1 -566 0 -4.498201 0.09542709 0.14469130137484504 0 -569 1 3.76946664 0.86815387 0.20397732875564892 1 -577 0 -4.498201 0.09542709 0.14469130137484504 0 -578 0 -4.498201 0.09542709 0.14469130137484504 0 -581 1 3.76946664 0.86815387 0.20397732875564892 1 -582 1 3.76946664 0.86815387 0.20397732875564892 1 -584 0 -4.346373 0.102184318 0.15550879910468821 0 -586 1 3.76946664 0.86815387 0.20397732875564892 1 -590 1 2.74326563 0.79764384 0.3261833891834362 1 -593 0 -4.498201 0.09542709 0.14469130137484504 0 -594 1 3.61369681 0.858980536 0.21930265301081725 1 -600 0 -4.498201 0.09542709 0.14469130137484504 0 -602 0 -4.498201 0.09542709 0.14469130137484504 0 -604 1 -1.3730737 0.3348039 1.5786117224549872 0 -606 0 -4.498201 0.09542709 0.14469130137484504 0 -607 0 -4.498201 0.09542709 0.14469130137484504 0 -609 0 -4.498201 0.09542709 0.14469130137484504 0 -612 1 3.76946664 0.86815387 0.20397732875564892 1 -613 0 -4.196269 0.109278269 0.1669533030626382 0 -614 0 -4.231581 0.107571505 0.16419151572455709 0 -617 0 -3.6703825 0.137621015 0.21360607339869417 0 -618 0 -4.498201 0.09542709 0.14469130137484504 0 -619 0 -4.498201 0.09542709 0.14469130137484504 0 -621 0 0.1798703 0.5224686 1.0663325744988368 1 -622 0 -4.173369 0.110397771 0.16876769198559391 0 -624 0 -4.231581 0.107571505 0.16419151572455709 0 -627 0 -2.25972533 0.244186446 0.40389770435075439 0 -629 0 -4.498201 0.09542709 0.14469130137484504 0 -633 1 3.80091715 0.86994344 0.20100648880079872 1 -634 0 -4.498201 0.09542709 0.14469130137484504 0 -638 0 -4.498201 0.09542709 0.14469130137484504 0 -639 0 -4.346373 0.102184318 0.15550879910468821 0 -641 0 -4.498201 0.09542709 0.14469130137484504 0 -642 0 -4.498201 0.09542709 0.14469130137484504 0 -644 0 -4.498201 0.09542709 0.14469130137484504 0 -645 0 -4.498201 0.09542709 0.14469130137484504 0 -649 0 -4.498201 0.09542709 0.14469130137484504 0 -652 0 -4.498201 0.09542709 0.14469130137484504 0 -653 0 -4.498201 0.09542709 0.14469130137484504 0 -654 0 -4.498201 0.09542709 0.14469130137484504 0 -656 0 -4.498201 0.09542709 0.14469130137484504 0 -657 0 -0.0275992379 0.496550143 0.99007999951698056 0 -660 0 -4.498201 0.09542709 0.14469130137484504 0 -661 0 -4.498201 0.09542709 0.14469130137484504 0 -665 0 -4.498201 0.09542709 0.14469130137484504 0 -668 1 2.74326563 0.79764384 0.3261833891834362 1 -670 1 3.76946664 0.86815387 0.20397732875564892 1 -678 0 -4.498201 0.09542709 0.14469130137484504 0 -679 0 -4.498201 0.09542709 0.14469130137484504 0 -680 1 3.76946664 0.86815387 0.20397732875564892 1 -681 1 3.76946664 0.86815387 0.20397732875564892 1 -682 0 -4.498201 0.09542709 0.14469130137484504 0 -683 0 -4.498201 0.09542709 0.14469130137484504 0 -685 0 -4.498201 0.09542709 0.14469130137484504 0 -688 0 -4.498201 0.09542709 0.14469130137484504 0 -689 0 -4.498201 0.09542709 0.14469130137484504 0 -691 1 2.567828 0.783115268 0.35270341958405266 1 -692 0 -4.498201 0.09542709 0.14469130137484504 0 -693 0 -4.498201 0.09542709 0.14469130137484504 0 -694 0 -4.498201 0.09542709 0.14469130137484504 0 -696 1 3.80091715 0.86994344 0.20100648880079872 1 -697 1 3.80091715 0.86994344 0.20100648880079872 1 -698 1 3.76946664 0.86815387 0.20397732875564892 1 -0 0 -4.228445 0.107722133 0.16443504130778303 0 -1 0 2.63274121 0.788577259 2.2417975281982803 1 -2 0 -4.228445 0.107722133 0.16443504130778303 0 -3 0 2.677751 0.792304933 2.2674611444813211 1 -4 0 -4.228445 0.107722133 0.16443504130778303 0 -7 0 -4.228445 0.107722133 0.16443504130778303 0 -12 1 -0.524835944 0.434769422 1.201677618519176 0 -13 0 -3.93513846 0.122650214 0.18877595622750037 0 -14 1 3.83971214 0.8721224 0.19739745584866095 1 -15 1 0.0953187644 0.5119126 0.96603062246901839 1 -16 0 -4.228445 0.107722133 0.16443504130778303 0 -17 0 -4.228445 0.107722133 0.16443504130778303 0 -19 0 -4.228445 0.107722133 0.16443504130778303 0 -22 0 -4.228445 0.107722133 0.16443504130778303 0 -23 1 0.0953187644 0.5119126 0.96603062246901839 1 -24 0 -4.228445 0.107722133 0.16443504130778303 0 -26 0 -3.96869159 0.120856337 0.18582915636444297 0 -27 0 -4.228445 0.107722133 0.16443504130778303 0 -29 0 -4.228445 0.107722133 0.16443504130778303 0 -30 0 -4.228445 0.107722133 0.16443504130778303 0 -33 0 -4.228445 0.107722133 0.16443504130778303 0 -34 0 -4.228445 0.107722133 0.16443504130778303 0 -36 1 2.761141 0.799082637 0.32358338824888649 1 -38 1 2.95549488 0.8142321 0.29648797653640507 1 -39 1 0.858931363 0.6057461 0.72321490657882892 1 -42 1 3.25094748 0.835548639 0.25920428140544277 1 -43 1 1.61797917 0.6918942 0.53137670278535487 1 -47 0 -4.228445 0.107722133 0.16443504130778303 0 -49 1 2.99481082 0.8171872 0.2912615058281558 1 -53 1 1.68418956 0.698906243 0.51682916153456582 1 -55 1 3.16033578 0.8292283 0.27015877249579573 1 -57 1 -2.60552764 0.213700235 2.2263396011412575 0 -58 1 -0.0823194161 0.489711523 1.0299959514030634 0 -59 1 2.78405762 0.800915956 0.32027723241079276 1 -61 0 -4.228445 0.107722133 0.16443504130778303 0 -62 1 3.52106547 0.8532764 0.22891499593298476 1 -65 1 2.2537024 0.7552573 0.40495985517765076 1 -67 1 2.97888184 0.8159943 0.29336898094818026 1 -75 0 -4.228445 0.107722133 0.16443504130778303 0 -78 0 -3.93513846 0.122650214 0.18877595622750037 0 -80 0 -3.96869159 0.120856337 0.18582915636444297 0 -81 0 -4.228445 0.107722133 0.16443504130778303 0 -83 0 -4.228445 0.107722133 0.16443504130778303 0 -84 1 3.074902 0.8230939 0.28087108518647469 1 -85 1 1.8049078 0.7114535 0.4911586336363169 1 -86 1 -0.6588916 0.418375462 1.2571298548354879 0 -87 1 3.074902 0.8230939 0.28087108518647469 1 -89 0 -4.228445 0.107722133 0.16443504130778303 0 -94 0 -4.228445 0.107722133 0.16443504130778303 0 -101 1 -0.8903229 0.390511781 1.356562022573685 0 -103 1 -2.91303682 0.1890004 2.4035388229940078 0 -107 1 3.088722 0.8240978 0.27911251383056418 1 -110 0 0.5272267 0.56552434 1.2026527365203725 1 -114 0 0.596189 0.573976636 1.2309955416677008 1 -116 0 2.02935815 0.7339349 1.910148699505088 1 -118 0 -3.93513846 0.122650214 0.18877595622750037 0 -119 0 -3.96869159 0.120856337 0.18582915636444297 0 -124 1 -0.00221851515 0.4997227 1.0008003712551024 0 -126 1 3.67203975 0.8624773 0.21344160440205723 1 -127 0 -4.228445 0.107722133 0.16443504130778303 0 -130 0 -4.228445 0.107722133 0.16443504130778303 0 -134 0 -4.228445 0.107722133 0.16443504130778303 0 -135 0 -2.60552764 0.213700235 0.34684867147363374 0 -136 0 -4.228445 0.107722133 0.16443504130778303 0 -139 0 -4.228445 0.107722133 0.16443504130778303 0 -140 0 -4.228445 0.107722133 0.16443504130778303 0 -142 1 3.71135259 0.864792168 0.20957463730526291 1 -143 0 -0.9403145 0.384579033 0.70035449788016957 0 -146 1 0.8276203 0.602001131 0.73216189846396451 1 -148 0 -2.60552764 0.213700235 0.34684867147363374 0 -149 1 3.78917456 0.869277656 0.20211103284545742 1 -153 0 -3.56965137 0.143708289 0.223825734246414 0 -155 1 3.02818274 0.819666743 0.28689063094269751 1 -157 0 -4.228445 0.107722133 0.16443504130778303 0 -158 0 -4.228445 0.107722133 0.16443504130778303 0 -159 1 3.80299449 0.870060861 0.20081177329204655 1 -160 1 3.815239 0.8707515 0.19966704159983845 1 -162 0 -4.228445 0.107722133 0.16443504130778303 0 -163 0 -3.93513846 0.122650214 0.18877595622750037 0 -165 0 -4.228445 0.107722133 0.16443504130778303 0 -166 1 2.817383 0.8035595 0.31552327403484376 1 -168 0 -4.228445 0.107722133 0.16443504130778303 0 -170 0 -4.228445 0.107722133 0.16443504130778303 0 -172 0 -4.228445 0.107722133 0.16443504130778303 0 -175 1 3.67314339 0.862542748 0.21333213497842463 1 -178 0 -4.228445 0.107722133 0.16443504130778303 0 -182 0 -4.228445 0.107722133 0.16443504130778303 0 -184 1 3.815239 0.8707515 0.19966704159983845 1 -185 0 -4.228445 0.107722133 0.16443504130778303 0 -186 1 1.07529473 0.631265 0.66368236585813245 1 -190 1 3.80299449 0.870060861 0.20081177329204655 1 -193 0 -4.228445 0.107722133 0.16443504130778303 0 -194 0 -4.228445 0.107722133 0.16443504130778303 0 -195 0 -4.228445 0.107722133 0.16443504130778303 0 -197 0 -4.228445 0.107722133 0.16443504130778303 0 -200 1 3.78917456 0.869277656 0.20211103284545742 1 -203 0 -4.228445 0.107722133 0.16443504130778303 0 -208 0 -4.228445 0.107722133 0.16443504130778303 0 -213 1 3.80299449 0.870060861 0.20081177329204655 1 -214 1 3.829059 0.871527135 0.1983825109065703 1 -215 1 3.80299449 0.870060861 0.20081177329204655 1 -217 0 -4.228445 0.107722133 0.16443504130778303 0 -220 0 -4.228445 0.107722133 0.16443504130778303 0 -221 1 3.45293975 0.84896034 0.23623093638412368 1 -222 1 -0.5748275 0.428637147 1.2221712112799485 0 -224 1 3.62061214 0.859398842 0.21860026197725102 1 -225 0 -4.228445 0.107722133 0.16443504130778303 0 -227 1 3.829059 0.871527135 0.1983825109065703 1 -229 1 3.80299449 0.870060861 0.20081177329204655 1 -230 1 1.84940565 0.715999365 0.48196978717991196 1 -231 1 2.52120733 0.77913 0.36006406218980008 1 -232 0 0.0953187644 0.5119126 1.034788539525747 1 -234 0 -3.52775288 0.1463055 0.22820821274131689 0 -235 0 -4.228445 0.107722133 0.16443504130778303 0 -236 1 3.49500132 0.8516373 0.23168895008695847 1 -238 1 3.49500132 0.8516373 0.23168895008695847 1 -243 0 -0.9403145 0.384579033 0.70035449788016957 0 -245 0 -4.228445 0.107722133 0.16443504130778303 0 -251 1 3.20856023 0.832615733 0.26427727491725317 1 -253 1 3.25094748 0.835548639 0.25920428140544277 1 -255 1 3.00370955 0.817850947 0.29009015767341412 1 -256 0 -4.228445 0.107722133 0.16443504130778303 0 -261 1 3.68696356 0.86336 0.21196586198239989 1 -263 1 3.28865647 0.838123 0.25476607007841007 1 -264 1 3.67203975 0.8624773 0.21344160440205723 1 -265 0 -4.228445 0.107722133 0.16443504130778303 0 -266 1 3.54741836 0.854918361 0.22614143655208832 1 -270 1 3.807649 0.8703238 0.20037588374095072 1 -273 1 -1.77421737 0.29170686 1.7774087804166296 0 -274 0 -4.228445 0.107722133 0.16443504130778303 0 -281 0 -4.228445 0.107722133 0.16443504130778303 0 -282 1 2.267254 0.756507635 0.40257345185151427 1 -286 1 3.49500132 0.8516373 0.23168895008695847 1 -287 0 -4.228445 0.107722133 0.16443504130778303 0 -289 1 2.817383 0.8035595 0.31552327403484376 1 -292 1 2.761141 0.799082637 0.32358338824888649 1 -294 0 -4.228445 0.107722133 0.16443504130778303 0 -295 1 3.67314339 0.862542748 0.21333213497842463 1 -298 0 -3.96869159 0.120856337 0.18582915636444297 0 -302 1 3.80299449 0.870060861 0.20081177329204655 1 -305 1 3.15701151 0.8289928 0.27056855106637384 1 -306 0 -4.228445 0.107722133 0.16443504130778303 0 -307 0 -4.228445 0.107722133 0.16443504130778303 0 -310 0 -4.228445 0.107722133 0.16443504130778303 0 -313 0 -4.228445 0.107722133 0.16443504130778303 0 -315 0 1.61797917 0.6918942 1.6985021304361616 1 -318 0 -4.228445 0.107722133 0.16443504130778303 0 -320 1 3.67203975 0.8624773 0.21344160440205723 1 -322 0 -4.228445 0.107722133 0.16443504130778303 0 -324 0 -4.228445 0.107722133 0.16443504130778303 0 -325 0 -2.60552764 0.213700235 0.34684867147363374 0 -326 1 1.22060657 0.648009956 0.62591211635658028 1 -330 1 3.52446747 0.8534892 0.22855516324579081 1 -334 1 3.54741836 0.854918361 0.22614143655208832 1 -335 0 -4.228445 0.107722133 0.16443504130778303 0 -337 0 -4.228445 0.107722133 0.16443504130778303 0 -339 1 3.57189155 0.8564295 0.22359357510515201 1 -340 1 3.55470085 0.8553694 0.22538051620437222 1 -341 0 -4.228445 0.107722133 0.16443504130778303 0 -342 0 -4.228445 0.107722133 0.16443504130778303 0 -345 0 -4.228445 0.107722133 0.16443504130778303 0 -351 0 -4.228445 0.107722133 0.16443504130778303 0 -356 1 0.961676 0.617945731 0.69444795175412832 1 -357 1 3.829059 0.871527135 0.1983825109065703 1 -359 1 1.87751317 0.7188484 0.47624053165055386 1 -362 0 -3.67538476 0.137324437 0.21311000637005703 0 -363 0 0.961676 0.617945731 1.3881505128855975 1 -364 0 -4.228445 0.107722133 0.16443504130778303 0 -365 0 -4.228445 0.107722133 0.16443504130778303 0 -367 1 3.857059 0.8730866 0.19580338220050653 1 -369 0 -4.228445 0.107722133 0.16443504130778303 0 -372 0 -4.228445 0.107722133 0.16443504130778303 0 -374 0 -4.228445 0.107722133 0.16443504130778303 0 -375 0 -4.228445 0.107722133 0.16443504130778303 0 -380 0 -4.228445 0.107722133 0.16443504130778303 0 -382 0 -3.96869159 0.120856337 0.18582915636444297 0 -385 0 -3.75209713 0.1328434 0.20563554963172795 0 -386 1 3.815239 0.8707515 0.19966704159983845 1 -390 0 -4.228445 0.107722133 0.16443504130778303 0 -393 0 -4.228445 0.107722133 0.16443504130778303 0 -394 0 -3.96869159 0.120856337 0.18582915636444297 0 -397 0 -4.228445 0.107722133 0.16443504130778303 0 -400 1 3.088722 0.8240978 0.27911251383056418 1 -401 0 -4.228445 0.107722133 0.16443504130778303 0 -402 0 -3.75209713 0.1328434 0.20563554963172795 0 -403 0 -3.93513846 0.122650214 0.18877595622750037 0 -405 0 -4.228445 0.107722133 0.16443504130778303 0 -407 0 -4.228445 0.107722133 0.16443504130778303 0 -408 0 0.3028823 0.5377881 1.1133736697450263 1 -410 0 -4.228445 0.107722133 0.16443504130778303 0 -411 0 -4.228445 0.107722133 0.16443504130778303 0 -412 1 3.829059 0.871527135 0.1983825109065703 1 -417 0 -4.228445 0.107722133 0.16443504130778303 0 -420 0 -3.67538476 0.137324437 0.21311000637005703 0 -421 1 3.829059 0.871527135 0.1983825109065703 1 -424 0 -4.228445 0.107722133 0.16443504130778303 0 -425 1 3.80299449 0.870060861 0.20081177329204655 1 -426 0 -1.836403 0.285324484 0.48463973114036751 0 -427 1 3.70831656 0.8646146 0.20987088705194487 1 -431 0 -4.228445 0.107722133 0.16443504130778303 0 -432 0 -4.228445 0.107722133 0.16443504130778303 0 -433 0 -3.96869159 0.120856337 0.18582915636444297 0 -435 1 3.829059 0.871527135 0.1983825109065703 1 -437 0 -4.228445 0.107722133 0.16443504130778303 0 -438 0 -4.228445 0.107722133 0.16443504130778303 0 -443 0 -4.228445 0.107722133 0.16443504130778303 0 -444 0 -4.228445 0.107722133 0.16443504130778303 0 -445 0 -4.228445 0.107722133 0.16443504130778303 0 -446 0 -4.228445 0.107722133 0.16443504130778303 0 -447 0 -4.228445 0.107722133 0.16443504130778303 0 -448 0 -4.228445 0.107722133 0.16443504130778303 0 -458 0 -4.228445 0.107722133 0.16443504130778303 0 -459 0 -4.228445 0.107722133 0.16443504130778303 0 -460 0 -4.228445 0.107722133 0.16443504130778303 0 -461 0 -0.9403145 0.384579033 0.70035449788016957 0 -462 0 -4.228445 0.107722133 0.16443504130778303 0 -463 0 -4.228445 0.107722133 0.16443504130778303 0 -468 0 -4.228445 0.107722133 0.16443504130778303 0 -469 0 -4.228445 0.107722133 0.16443504130778303 0 -470 0 -4.228445 0.107722133 0.16443504130778303 0 -471 0 -4.228445 0.107722133 0.16443504130778303 0 -472 0 -4.228445 0.107722133 0.16443504130778303 0 -473 0 -4.228445 0.107722133 0.16443504130778303 0 -475 0 -4.228445 0.107722133 0.16443504130778303 0 -476 0 -4.228445 0.107722133 0.16443504130778303 0 -477 0 -4.228445 0.107722133 0.16443504130778303 0 -478 0 -3.96869159 0.120856337 0.18582915636444297 0 -479 1 3.843239 0.8723189 0.19707240805691167 1 -481 0 -3.75209713 0.1328434 0.20563554963172795 0 -485 0 -3.93513846 0.122650214 0.18877595622750037 0 -486 0 -4.228445 0.107722133 0.16443504130778303 0 -488 1 0.9402246 0.6154103 0.70037943948126336 1 -490 0 -4.228445 0.107722133 0.16443504130778303 0 -491 1 3.857059 0.8730866 0.19580338220050653 1 -494 0 -0.5748275 0.428637147 0.80752085186176492 0 -496 0 -4.228445 0.107722133 0.16443504130778303 0 -498 0 -4.228445 0.107722133 0.16443504130778303 0 -499 0 -4.228445 0.107722133 0.16443504130778303 0 -500 0 -4.228445 0.107722133 0.16443504130778303 0 -503 0 -4.228445 0.107722133 0.16443504130778303 0 -505 0 -3.75209713 0.1328434 0.20563554963172795 0 -506 1 3.634462 0.860233545 0.21719970378247916 1 -508 0 -4.228445 0.107722133 0.16443504130778303 0 -509 0 -4.228445 0.107722133 0.16443504130778303 0 -511 0 -4.228445 0.107722133 0.16443504130778303 0 -512 0 -4.228445 0.107722133 0.16443504130778303 0 -515 1 3.64069557 0.860607862 0.21657207414759691 1 -516 0 -4.228445 0.107722133 0.16443504130778303 0 -518 0 -4.228445 0.107722133 0.16443504130778303 0 -524 0 -4.228445 0.107722133 0.16443504130778303 0 -525 0 -4.228445 0.107722133 0.16443504130778303 0 -526 0 -4.228445 0.107722133 0.16443504130778303 0 -530 1 3.06955647 0.8227044 0.28155397972320917 1 -536 0 -4.228445 0.107722133 0.16443504130778303 0 -537 0 -4.228445 0.107722133 0.16443504130778303 0 -542 0 -3.75209713 0.1328434 0.20563554963172795 0 -543 0 -4.228445 0.107722133 0.16443504130778303 0 -545 0 -4.228445 0.107722133 0.16443504130778303 0 -550 0 -4.228445 0.107722133 0.16443504130778303 0 -551 0 -4.228445 0.107722133 0.16443504130778303 0 -552 0 -3.96869159 0.120856337 0.18582915636444297 0 -553 0 0.961676 0.617945731 1.3881505128855975 1 -554 0 -4.228445 0.107722133 0.16443504130778303 0 -555 0 -3.52775288 0.1463055 0.22820821274131689 0 -556 0 -3.96869159 0.120856337 0.18582915636444297 0 -562 0 -4.228445 0.107722133 0.16443504130778303 0 -564 0 -4.228445 0.107722133 0.16443504130778303 0 -567 0 -3.56965137 0.143708289 0.223825734246414 0 -568 1 3.634797 0.8602537 0.21716591676288088 1 -570 1 3.67203975 0.8624773 0.21344160440205723 1 -571 1 3.80299449 0.870060861 0.20081177329204655 1 -572 0 -4.228445 0.107722133 0.16443504130778303 0 -573 0 -4.228445 0.107722133 0.16443504130778303 0 -574 1 3.16795325 0.829767 0.2692218323606696 1 -575 0 -4.228445 0.107722133 0.16443504130778303 0 -576 0 -4.228445 0.107722133 0.16443504130778303 0 -579 0 -4.228445 0.107722133 0.16443504130778303 0 -580 0 -4.228445 0.107722133 0.16443504130778303 0 -583 0 -4.228445 0.107722133 0.16443504130778303 0 -585 0 -4.228445 0.107722133 0.16443504130778303 0 -587 0 -4.228445 0.107722133 0.16443504130778303 0 -588 1 3.66052628 0.8617931 0.21458654602431904 1 -589 0 -4.228445 0.107722133 0.16443504130778303 0 -591 1 3.074902 0.8230939 0.28087108518647469 1 -592 1 3.20856023 0.832615733 0.26427727491725317 1 -595 0 -4.228445 0.107722133 0.16443504130778303 0 -596 0 -4.228445 0.107722133 0.16443504130778303 0 -597 0 -4.228445 0.107722133 0.16443504130778303 0 -598 0 -4.228445 0.107722133 0.16443504130778303 0 -599 0 -3.96869159 0.120856337 0.18582915636444297 0 -601 0 -4.228445 0.107722133 0.16443504130778303 0 -603 1 -0.7545979 0.4067785 1.2976846153195152 0 -605 1 3.80299449 0.870060861 0.20081177329204655 1 -608 1 3.68696356 0.86336 0.21196586198239989 1 -610 1 3.20856023 0.832615733 0.26427727491725317 1 -611 1 3.10493469 0.8252698 0.27706221566138484 1 -615 0 -4.228445 0.107722133 0.16443504130778303 0 -616 0 -4.228445 0.107722133 0.16443504130778303 0 -620 0 -4.228445 0.107722133 0.16443504130778303 0 -623 0 -4.228445 0.107722133 0.16443504130778303 0 -625 0 -3.93513846 0.122650214 0.18877595622750037 0 -626 1 1.133173 0.637975156 0.64842785047437912 1 -628 0 -4.228445 0.107722133 0.16443504130778303 0 -630 0 -3.96869159 0.120856337 0.18582915636444297 0 -631 0 -4.228445 0.107722133 0.16443504130778303 0 -632 0 -4.228445 0.107722133 0.16443504130778303 0 -635 0 -4.228445 0.107722133 0.16443504130778303 0 -636 1 2.22077775 0.7522016 0.41080868761177886 1 -637 0 -3.96869159 0.120856337 0.18582915636444297 0 -640 0 -4.228445 0.107722133 0.16443504130778303 0 -643 0 -4.228445 0.107722133 0.16443504130778303 0 -646 0 -3.96869159 0.120856337 0.18582915636444297 0 -647 0 -4.228445 0.107722133 0.16443504130778303 0 -648 1 3.10493469 0.8252698 0.27706221566138484 1 -650 0 -3.93513846 0.122650214 0.18877595622750037 0 -651 0 -3.96869159 0.120856337 0.18582915636444297 0 -655 0 -4.228445 0.107722133 0.16443504130778303 0 -658 1 3.829059 0.871527135 0.1983825109065703 1 -659 0 -4.228445 0.107722133 0.16443504130778303 0 -662 0 -4.228445 0.107722133 0.16443504130778303 0 -663 0 -4.228445 0.107722133 0.16443504130778303 0 -664 0 -4.228445 0.107722133 0.16443504130778303 0 -666 0 -3.96869159 0.120856337 0.18582915636444297 0 -667 0 -4.228445 0.107722133 0.16443504130778303 0 -669 1 3.231666 0.834219635 0.26150082640281574 1 -671 0 -3.96869159 0.120856337 0.18582915636444297 0 -672 0 -4.228445 0.107722133 0.16443504130778303 0 -673 0 -3.75209713 0.1328434 0.20563554963172795 0 -674 0 -4.228445 0.107722133 0.16443504130778303 0 -675 0 -4.228445 0.107722133 0.16443504130778303 0 -676 0 -4.228445 0.107722133 0.16443504130778303 0 -677 0 -4.228445 0.107722133 0.16443504130778303 0 -684 0 -4.228445 0.107722133 0.16443504130778303 0 -686 0 -4.228445 0.107722133 0.16443504130778303 0 -687 0 -2.60552764 0.213700235 0.34684867147363374 0 -690 0 -4.228445 0.107722133 0.16443504130778303 0 -695 0 -4.228445 0.107722133 0.16443504130778303 0 +5 1 3.7686532 0.8681073 0.20405468949561609 1 +6 0 -2.0153983 0.26743037 0.44896219245720892 0 +8 0 -4.507752 0.09501565 0.14403525511947421 0 +9 0 -4.507752 0.09501565 0.14403525511947421 0 +10 0 -4.1032243 0.11388958 0.17444161177421977 0 +11 0 -4.507752 0.09501565 0.14403525511947421 0 +18 1 3.4950006 0.85163724 0.23168905105873139 1 +20 1 -0.4585949 0.44292548 1.1748640921926341 0 +21 1 3.7686532 0.8681073 0.20405468949561609 1 +25 1 2.5620956 0.78262806 0.35360125910165197 1 +28 0 -4.507752 0.09501565 0.14403525511947421 0 +31 0 -4.507752 0.09501565 0.14403525511947421 0 +32 1 3.7686532 0.8681073 0.20405468949561609 1 +35 0 -4.507752 0.09501565 0.14403525511947421 0 +37 0 -2.8508835 0.19380991 0.31080804863289463 0 +40 0 2.7418606 0.7975304 2.3042228758235104 1 +41 1 3.8010635 0.8699517 0.20099274912903492 1 +44 1 2.7418606 0.7975304 0.32638855986277149 1 +45 0 -4.507752 0.09501565 0.14403525511947421 0 +46 1 2.9858074 0.8165137 0.29245097207229881 1 +48 0 -4.507752 0.09501565 0.14403525511947421 0 +50 1 -0.026255788 0.49671808 1.0095008379551074 0 +51 1 1.3202225 0.65928537 0.6010250351587445 1 +52 1 3.0680838 0.8225969 0.2817424465549454 1 +54 1 3.613844 0.8589895 0.21928763680132282 1 +56 1 2.4736495 0.7750108 0.36771163493191028 1 +60 1 1.8262106 0.7136352 0.48674130447532649 1 +63 1 -0.18223721 0.4772361 1.0672249405567968 0 +64 0 -4.507752 0.09501565 0.14403525511947421 0 +66 0 -4.507752 0.09501565 0.14403525511947421 0 +68 1 3.0680838 0.8225969 0.2817424465549454 1 +69 0 -4.507752 0.09501565 0.14403525511947421 0 +70 0 -4.3563247 0.10172873 0.15477690279057418 0 +71 1 0.041339595 0.50516725 0.98516699447969158 1 +72 0 -0.24603088 0.46928486 0.91399039520083469 0 +73 1 3.6498098 0.86115366 0.21565740323404067 1 +74 1 1.878108 0.71890855 0.47611983635908406 1 +76 0 -4.028998 0.11768901 0.18064084541942005 0 +77 0 -4.507752 0.09501565 0.14403525511947421 0 +79 0 -4.507752 0.09501565 0.14403525511947421 0 +82 0 -4.507752 0.09501565 0.14403525511947421 0 +88 0 -4.507752 0.09501565 0.14403525511947421 0 +90 0 -4.507752 0.09501565 0.14403525511947421 0 +91 0 -4.507752 0.09501565 0.14403525511947421 0 +92 0 -4.507752 0.09501565 0.14403525511947421 0 +93 0 -4.507752 0.09501565 0.14403525511947421 0 +95 0 -4.507752 0.09501565 0.14403525511947421 0 +96 0 -4.507752 0.09501565 0.14403525511947421 0 +97 0 -4.507752 0.09501565 0.14403525511947421 0 +98 1 0.5692858 0.57068413 0.80923563829042688 1 +99 1 3.7686532 0.8681073 0.20405468949561609 1 +100 1 2.5620956 0.78262806 0.35360125910165197 1 +102 0 -4.507752 0.09501565 0.14403525511947421 0 +104 1 2.7418606 0.7975304 0.32638855986277149 1 +105 1 0.19125788 0.523889 0.93266691028584148 1 +106 1 3.4950006 0.85163724 0.23168905105873139 1 +108 0 -3.0325885 0.18000786 0.28631801409619334 0 +109 1 3.7686532 0.8681073 0.20405468949561609 1 +111 1 2.7366228 0.7971072 0.32715429925396949 1 +112 1 3.0680838 0.8225969 0.2817424465549454 1 +113 1 3.613844 0.8589895 0.21928763680132282 1 +115 0 -2.0153983 0.26743037 0.44896219245720892 0 +117 1 3.7686532 0.8681073 0.20405468949561609 1 +120 0 -4.507752 0.09501565 0.14403525511947421 0 +121 0 -4.507752 0.09501565 0.14403525511947421 0 +122 1 3.7686532 0.8681073 0.20405468949561609 1 +123 1 3.0680838 0.8225969 0.2817424465549454 1 +125 0 -4.507752 0.09501565 0.14403525511947421 0 +128 1 0.65773183 0.5814834 0.78219002936673476 1 +129 0 -4.507752 0.09501565 0.14403525511947421 0 +131 0 -4.507752 0.09501565 0.14403525511947421 0 +132 1 2.2274296 0.752821 0.40962116806539989 1 +133 0 -4.507752 0.09501565 0.14403525511947421 0 +137 0 -4.507752 0.09501565 0.14403525511947421 0 +138 0 -4.507752 0.09501565 0.14403525511947421 0 +141 0 -4.507752 0.09501565 0.14403525511947421 0 +144 0 -4.507752 0.09501565 0.14403525511947421 0 +145 0 -4.3563247 0.10172873 0.15477690279057418 0 +147 0 -4.507752 0.09501565 0.14403525511947421 0 +150 0 -4.1032243 0.11388958 0.17444161177421977 0 +151 1 3.0680838 0.8225969 0.2817424465549454 1 +152 1 3.7686532 0.8681073 0.20405468949561609 1 +154 0 -4.507752 0.09501565 0.14403525511947421 0 +156 0 -4.507752 0.09501565 0.14403525511947421 0 +161 0 -4.507752 0.09501565 0.14403525511947421 0 +164 0 -4.507752 0.09501565 0.14403525511947421 0 +167 1 0.6289447 0.5779765 0.79091719766194957 1 +169 0 -4.1032243 0.11388958 0.17444161177421977 0 +171 0 -4.507752 0.09501565 0.14403525511947421 0 +173 1 3.7686532 0.8681073 0.20405468949561609 1 +174 1 3.613844 0.8589895 0.21928763680132282 1 +176 0 -4.507752 0.09501565 0.14403525511947421 0 +177 1 2.7418606 0.7975304 0.32638855986277149 1 +179 1 1.9810104 0.7291877 0.45563781543852505 1 +180 0 -4.1032243 0.11388958 0.17444161177421977 0 +181 0 -4.507752 0.09501565 0.14403525511947421 0 +183 1 3.7686532 0.8681073 0.20405468949561609 1 +187 1 3.7686532 0.8681073 0.20405468949561609 1 +188 1 3.7686532 0.8681073 0.20405468949561609 1 +189 0 -1.822321 0.28676242 0.4875453679501906 0 +191 1 3.6498098 0.86115366 0.21565740323404067 1 +192 0 -4.507752 0.09501565 0.14403525511947421 0 +196 0 3.7686532 0.8681073 2.9225635849014218 1 +198 0 -4.507752 0.09501565 0.14403525511947421 0 +199 0 -4.507752 0.09501565 0.14403525511947421 0 +201 1 3.613844 0.8589895 0.21928763680132282 1 +202 0 -4.507752 0.09501565 0.14403525511947421 0 +204 0 -4.507752 0.09501565 0.14403525511947421 0 +205 1 3.7686532 0.8681073 0.20405468949561609 1 +206 1 2.4736495 0.7750108 0.36771163493191028 1 +207 0 -4.1032243 0.11388958 0.17444161177421977 0 +209 0 -4.1032243 0.11388958 0.17444161177421977 0 +210 1 3.7686532 0.8681073 0.20405468949561609 1 +211 1 3.7686532 0.8681073 0.20405468949561609 1 +212 0 -4.507752 0.09501565 0.14403525511947421 0 +216 0 -4.507752 0.09501565 0.14403525511947421 0 +218 1 3.8010635 0.8699517 0.20099274912903492 1 +219 0 -2.3249445 0.23821835 0.39255056275512279 0 +223 1 3.7686532 0.8681073 0.20405468949561609 1 +226 1 3.7686532 0.8681073 0.20405468949561609 1 +228 0 -4.1032243 0.11388958 0.17444161177421977 0 +233 1 3.4950006 0.85163724 0.23168905105873139 1 +237 1 0.8805793 0.60832804 0.71707857973690592 1 +239 1 3.7686532 0.8681073 0.20405468949561609 1 +240 0 -2.8811612 0.19145545 0.30660083442215119 0 +241 0 -4.1032243 0.11388958 0.17444161177421977 0 +242 0 -4.507752 0.09501565 0.14403525511947421 0 +244 0 -4.507752 0.09501565 0.14403525511947421 0 +246 1 3.7686532 0.8681073 0.20405468949561609 1 +247 1 2.891432 0.8093383 0.30518527630601566 1 +248 0 -3.0325885 0.18000786 0.28631801409619334 0 +249 0 -4.507752 0.09501565 0.14403525511947421 0 +250 0 -4.507752 0.09501565 0.14403525511947421 0 +252 0 2.5620956 0.78262806 2.2017623723299091 1 +254 1 2.891432 0.8093383 0.30518527630601566 1 +257 0 -4.507752 0.09501565 0.14403525511947421 0 +258 0 -4.507752 0.09501565 0.14403525511947421 0 +259 0 2.2274296 0.752821 2.0163720806792962 1 +260 1 3.613844 0.8589895 0.21928763680132282 1 +262 1 3.7686532 0.8681073 0.20405468949561609 1 +267 1 2.4869986 0.7761725 0.36555074111671609 1 +268 1 3.8010635 0.8699517 0.20099274912903492 1 +269 0 -4.507752 0.09501565 0.14403525511947421 0 +271 0 -4.507752 0.09501565 0.14403525511947421 0 +272 1 2.4869986 0.7761725 0.36555074111671609 1 +275 0 -4.3563247 0.10172873 0.15477690279057418 0 +276 0 -4.507752 0.09501565 0.14403525511947421 0 +277 0 -4.507752 0.09501565 0.14403525511947421 0 +278 0 -4.507752 0.09501565 0.14403525511947421 0 +279 1 2.4736495 0.7750108 0.36771163493191028 1 +280 0 -4.507752 0.09501565 0.14403525511947421 0 +283 1 3.7686532 0.8681073 0.20405468949561609 1 +284 1 2.891432 0.8093383 0.30518527630601566 1 +285 1 3.7686532 0.8681073 0.20405468949561609 1 +288 1 0.7944201 0.59801716 0.74174122133330522 1 +290 0 -4.507752 0.09501565 0.14403525511947421 0 +291 0 -4.507752 0.09501565 0.14403525511947421 0 +293 1 0.9870683 0.62093866 0.68747734035425367 1 +296 0 3.0680838 0.8225969 2.4948969368342633 1 +297 0 -1.6791986 0.30161917 0.51791414054177398 0 +299 1 -0.4585949 0.44292548 1.1748640921926341 0 +300 1 3.8010635 0.8699517 0.20099274912903492 1 +301 0 -4.507752 0.09501565 0.14403525511947421 0 +303 0 -4.507752 0.09501565 0.14403525511947421 0 +304 1 2.5620956 0.78262806 0.35360125910165197 1 +308 1 3.8010635 0.8699517 0.20099274912903492 1 +309 0 -2.0153983 0.26743037 0.44896219245720892 0 +311 0 -4.507752 0.09501565 0.14403525511947421 0 +312 1 0.6289447 0.5779765 0.79091719766194957 1 +314 0 -4.1032243 0.11388958 0.17444161177421977 0 +316 1 2.9858074 0.8165137 0.29245097207229881 1 +317 1 3.7686532 0.8681073 0.20405468949561609 1 +319 0 3.7686532 0.8681073 2.9225635849014218 1 +321 0 -4.507752 0.09501565 0.14403525511947421 0 +323 1 2.8309982 0.8046318 0.31359928631746431 1 +327 0 -4.507752 0.09501565 0.14403525511947421 0 +328 1 1.878108 0.71890855 0.47611983635908406 1 +329 1 3.613844 0.8589895 0.21928763680132282 1 +331 0 -4.507752 0.09501565 0.14403525511947421 0 +332 0 -4.507752 0.09501565 0.14403525511947421 0 +333 1 2.9858074 0.8165137 0.29245097207229881 1 +336 1 2.2274296 0.752821 0.40962116806539989 1 +338 0 -4.1032243 0.11388958 0.17444161177421977 0 +343 0 -4.507752 0.09501565 0.14403525511947421 0 +344 1 3.7686532 0.8681073 0.20405468949561609 1 +346 0 -3.0325885 0.18000786 0.28631801409619334 0 +347 0 -2.6280608 0.2118132 0.3433905001211055 0 +348 1 -0.03505777 0.4956179 1.0126998120422166 0 +349 1 3.0680838 0.8225969 0.2817424465549454 1 +350 0 -4.507752 0.09501565 0.14403525511947421 0 +352 0 1.9724833 0.7283449 1.8801520546099895 1 +353 1 2.9858074 0.8165137 0.29245097207229881 1 +354 0 -4.507752 0.09501565 0.14403525511947421 0 +355 0 -4.507752 0.09501565 0.14403525511947421 0 +358 1 2.6364858 0.7888892 0.34210535429637667 1 +360 1 3.7686532 0.8681073 0.20405468949561609 1 +361 1 3.613844 0.8589895 0.21928763680132282 1 +366 1 3.7686532 0.8681073 0.20405468949561609 1 +368 0 -4.3563247 0.10172873 0.15477690279057418 0 +370 0 -4.507752 0.09501565 0.14403525511947421 0 +371 0 -4.3563247 0.10172873 0.15477690279057418 0 +373 0 -4.507752 0.09501565 0.14403525511947421 0 +376 0 -4.507752 0.09501565 0.14403525511947421 0 +377 0 -4.1032243 0.11388958 0.17444161177421977 0 +378 0 -4.507752 0.09501565 0.14403525511947421 0 +379 0 -1.822321 0.28676242 0.4875453679501906 0 +381 1 3.7686532 0.8681073 0.20405468949561609 1 +383 0 -4.507752 0.09501565 0.14403525511947421 0 +384 0 -4.507752 0.09501565 0.14403525511947421 0 +387 0 -1.822321 0.28676242 0.4875453679501906 0 +388 0 -4.507752 0.09501565 0.14403525511947421 0 +389 0 -4.507752 0.09501565 0.14403525511947421 0 +391 1 3.7686532 0.8681073 0.20405468949561609 1 +392 0 -4.507752 0.09501565 0.14403525511947421 0 +395 0 -4.507752 0.09501565 0.14403525511947421 0 +396 0 -4.507752 0.09501565 0.14403525511947421 0 +398 0 -4.507752 0.09501565 0.14403525511947421 0 +399 0 -3.466462 0.15017477 0.2347619137421422 0 +404 0 -4.507752 0.09501565 0.14403525511947421 0 +406 0 -4.507752 0.09501565 0.14403525511947421 0 +409 0 -4.507752 0.09501565 0.14403525511947421 0 +413 0 -4.507752 0.09501565 0.14403525511947421 0 +414 1 3.7686532 0.8681073 0.20405468949561609 1 +415 0 -3.0325885 0.18000786 0.28631801409619334 0 +416 1 3.613844 0.8589895 0.21928763680132282 1 +418 0 -4.507752 0.09501565 0.14403525511947421 0 +419 0 -4.507752 0.09501565 0.14403525511947421 0 +422 0 -0.34715733 0.45671397 0.88021615659579822 0 +423 0 -4.3563247 0.10172873 0.15477690279057418 0 +428 0 -4.507752 0.09501565 0.14403525511947421 0 +429 0 -4.507752 0.09501565 0.14403525511947421 0 +430 0 -4.507752 0.09501565 0.14403525511947421 0 +434 0 2.8309982 0.8046318 2.3557326514221288 1 +436 1 -0.68786925 0.41485402 1.2693243291375733 0 +439 0 -4.507752 0.09501565 0.14403525511947421 0 +440 1 3.613844 0.8589895 0.21928763680132282 1 +441 0 -4.0376234 0.11724192 0.17990997209809703 0 +442 0 -4.2572217 0.10634694 0.16221325156579436 0 +449 1 3.7686532 0.8681073 0.20405468949561609 1 +450 0 -4.1032243 0.11388958 0.17444161177421977 0 +451 0 -4.507752 0.09501565 0.14403525511947421 0 +452 0 -4.507752 0.09501565 0.14403525511947421 0 +453 1 3.7686532 0.8681073 0.20405468949561609 1 +454 0 -4.507752 0.09501565 0.14403525511947421 0 +455 1 -0.8848708 0.39116082 1.354166237531504 0 +456 1 3.7686532 0.8681073 0.20405468949561609 1 +457 1 3.8010635 0.8699517 0.20099274912903492 1 +464 0 -4.507752 0.09501565 0.14403525511947421 0 +465 1 3.8010635 0.8699517 0.20099274912903492 1 +466 1 3.7686532 0.8681073 0.20405468949561609 1 +467 1 3.7686532 0.8681073 0.20405468949561609 1 +474 0 -4.507752 0.09501565 0.14403525511947421 0 +480 0 -4.1032243 0.11388958 0.17444161177421977 0 +482 1 3.7686532 0.8681073 0.20405468949561609 1 +483 1 3.7686532 0.8681073 0.20405468949561609 1 +484 0 -4.507752 0.09501565 0.14403525511947421 0 +487 1 3.613844 0.8589895 0.21928763680132282 1 +489 1 -2.380755 0.23319143 2.1004133222289112 0 +492 0 -4.1032243 0.11388958 0.17444161177421977 0 +493 1 3.7686532 0.8681073 0.20405468949561609 1 +495 0 -4.1032243 0.11388958 0.17444161177421977 0 +497 0 -4.507752 0.09501565 0.14403525511947421 0 +501 0 -4.507752 0.09501565 0.14403525511947421 0 +502 0 -4.507752 0.09501565 0.14403525511947421 0 +504 0 -4.507752 0.09501565 0.14403525511947421 0 +507 0 -4.0376234 0.11724192 0.17990997209809703 0 +510 0 -4.507752 0.09501565 0.14403525511947421 0 +513 0 -4.1032243 0.11388958 0.17444161177421977 0 +514 1 3.7686532 0.8681073 0.20405468949561609 1 +517 0 -4.1032243 0.11388958 0.17444161177421977 0 +519 1 3.613844 0.8589895 0.21928763680132282 1 +520 0 -4.507752 0.09501565 0.14403525511947421 0 +521 0 -4.507752 0.09501565 0.14403525511947421 0 +522 1 3.7686532 0.8681073 0.20405468949561609 1 +523 1 3.7686532 0.8681073 0.20405468949561609 1 +527 0 -4.507752 0.09501565 0.14403525511947421 0 +528 0 -4.2606564 0.10618384 0.16194996925389235 0 +529 0 -4.1032243 0.11388958 0.17444161177421977 0 +531 0 -4.507752 0.09501565 0.14403525511947421 0 +532 0 -4.1032243 0.11388958 0.17444161177421977 0 +533 0 -4.507752 0.09501565 0.14403525511947421 0 +534 0 -4.507752 0.09501565 0.14403525511947421 0 +535 0 -2.420613 0.22964682 0.37640806627666629 0 +538 0 -4.507752 0.09501565 0.14403525511947421 0 +539 0 -3.2815561 0.16235922 0.25559641900363772 0 +540 0 -4.507752 0.09501565 0.14403525511947421 0 +541 0 -4.507752 0.09501565 0.14403525511947421 0 +544 0 -4.3563247 0.10172873 0.15477690279057418 0 +546 1 3.7686532 0.8681073 0.20405468949561609 1 +547 0 -4.1032243 0.11388958 0.17444161177421977 0 +548 0 -4.1032243 0.11388958 0.17444161177421977 0 +549 1 3.7686532 0.8681073 0.20405468949561609 1 +557 0 -4.507752 0.09501565 0.14403525511947421 0 +558 0 -4.507752 0.09501565 0.14403525511947421 0 +559 0 -4.507752 0.09501565 0.14403525511947421 0 +560 0 -4.507752 0.09501565 0.14403525511947421 0 +561 0 -4.507752 0.09501565 0.14403525511947421 0 +563 0 -4.507752 0.09501565 0.14403525511947421 0 +565 1 3.7686532 0.8681073 0.20405468949561609 1 +566 0 -4.507752 0.09501565 0.14403525511947421 0 +569 1 3.7686532 0.8681073 0.20405468949561609 1 +577 0 -4.507752 0.09501565 0.14403525511947421 0 +578 0 -4.507752 0.09501565 0.14403525511947421 0 +581 1 3.7686532 0.8681073 0.20405468949561609 1 +582 1 3.7686532 0.8681073 0.20405468949561609 1 +584 0 -4.507752 0.09501565 0.14403525511947421 0 +586 1 3.7686532 0.8681073 0.20405468949561609 1 +590 1 2.7418606 0.7975304 0.32638855986277149 1 +593 0 -4.507752 0.09501565 0.14403525511947421 0 +594 1 3.613844 0.8589895 0.21928763680132282 1 +600 0 -4.507752 0.09501565 0.14403525511947421 0 +602 0 -4.507752 0.09501565 0.14403525511947421 0 +604 1 -2.0153983 0.26743037 1.9027648109397193 0 +606 0 -4.507752 0.09501565 0.14403525511947421 0 +607 0 -4.507752 0.09501565 0.14403525511947421 0 +609 0 -4.507752 0.09501565 0.14403525511947421 0 +612 1 3.7686532 0.8681073 0.20405468949561609 1 +613 0 -4.507752 0.09501565 0.14403525511947421 0 +614 0 -4.1032243 0.11388958 0.17444161177421977 0 +617 0 -4.1032243 0.11388958 0.17444161177421977 0 +618 0 -4.507752 0.09501565 0.14403525511947421 0 +619 0 -4.507752 0.09501565 0.14403525511947421 0 +621 0 0.10127225 0.51265633 1.0369885923712554 1 +622 0 -3.2815561 0.16235922 0.25559641900363772 0 +624 0 -4.1032243 0.11388958 0.17444161177421977 0 +627 0 -2.0153983 0.26743037 0.44896219245720892 0 +629 0 -4.507752 0.09501565 0.14403525511947421 0 +633 1 3.8010635 0.8699517 0.20099274912903492 1 +634 0 -4.507752 0.09501565 0.14403525511947421 0 +638 0 -4.507752 0.09501565 0.14403525511947421 0 +639 0 -4.507752 0.09501565 0.14403525511947421 0 +641 0 -4.507752 0.09501565 0.14403525511947421 0 +642 0 -4.507752 0.09501565 0.14403525511947421 0 +644 0 -4.507752 0.09501565 0.14403525511947421 0 +645 0 -4.507752 0.09501565 0.14403525511947421 0 +649 0 -4.507752 0.09501565 0.14403525511947421 0 +652 0 -4.507752 0.09501565 0.14403525511947421 0 +653 0 -4.507752 0.09501565 0.14403525511947421 0 +654 0 -4.507752 0.09501565 0.14403525511947421 0 +656 0 -4.507752 0.09501565 0.14403525511947421 0 +657 0 -0.03505777 0.4956179 0.98741100753982836 0 +660 0 -4.507752 0.09501565 0.14403525511947421 0 +661 0 -4.507752 0.09501565 0.14403525511947421 0 +665 0 -4.507752 0.09501565 0.14403525511947421 0 +668 1 2.7418606 0.7975304 0.32638855986277149 1 +670 1 3.7686532 0.8681073 0.20405468949561609 1 +678 0 -4.507752 0.09501565 0.14403525511947421 0 +679 0 -4.507752 0.09501565 0.14403525511947421 0 +680 1 3.7686532 0.8681073 0.20405468949561609 1 +681 1 3.7686532 0.8681073 0.20405468949561609 1 +682 0 -4.507752 0.09501565 0.14403525511947421 0 +683 0 -4.507752 0.09501565 0.14403525511947421 0 +685 0 -4.507752 0.09501565 0.14403525511947421 0 +688 0 -4.507752 0.09501565 0.14403525511947421 0 +689 0 -4.507752 0.09501565 0.14403525511947421 0 +691 1 2.5680249 0.783132 0.35267256422336013 1 +692 0 -4.507752 0.09501565 0.14403525511947421 0 +693 0 -4.507752 0.09501565 0.14403525511947421 0 +694 0 -4.507752 0.09501565 0.14403525511947421 0 +696 1 3.8010635 0.8699517 0.20099274912903492 1 +697 1 3.8010635 0.8699517 0.20099274912903492 1 +698 1 3.7686532 0.8681073 0.20405468949561609 1 +0 0 -4.222926 0.10798766 0.16486442197441725 0 +1 0 2.9420922 0.8132163 2.4205597546688451 1 +2 0 -4.297734 0.10443716 0.15913342385401646 0 +3 0 1.6632003 0.6966932 1.7211501663404292 1 +4 0 -4.222926 0.10798766 0.16486442197441725 0 +7 0 -4.222926 0.10798766 0.16486442197441725 0 +12 1 -0.91825616 0.3871927 1.3688763557656594 0 +13 0 -4.003471 0.119020835 0.18282019410632869 0 +14 1 3.8167837 0.87083834 0.19952316230280112 1 +15 1 0.7109183 0.58794075 0.76625731460808233 1 +16 0 -4.222926 0.10798766 0.16486442197441725 0 +17 0 -4.222926 0.10798766 0.16486442197441725 0 +19 0 -4.222926 0.10798766 0.16486442197441725 0 +22 0 -4.222926 0.10798766 0.16486442197441725 0 +23 1 0.7109183 0.58794075 0.76625731460808233 1 +24 0 -4.222926 0.10798766 0.16486442197441725 0 +26 0 -4.108783 0.11360941 0.17398553053418253 0 +27 0 -4.222926 0.10798766 0.16486442197441725 0 +29 0 -4.222926 0.10798766 0.16486442197441725 0 +30 0 -4.222926 0.10798766 0.16486442197441725 0 +33 0 -4.222926 0.10798766 0.16486442197441725 0 +34 0 -4.222926 0.10798766 0.16486442197441725 0 +36 1 2.8443866 0.805682 0.31171756444841664 1 +38 1 3.2586236 0.83607537 0.2582950992379382 1 +39 1 0.3150513 0.5393002 0.89083951712352871 1 +42 1 3.1448996 0.82813257 0.27206635799720319 1 +43 1 0.9604055 0.61779577 0.69479811265190949 1 +47 0 -4.222926 0.10798766 0.16486442197441725 0 +49 1 3.22157 0.83352035 0.26271066762113748 1 +53 1 1.7635764 0.70719266 0.49982479517759482 1 +55 1 3.388867 0.8448063 0.24330747841740868 1 +57 1 -1.1834426 0.35624 1.4890785605754993 0 +58 1 -0.24987279 0.46880648 1.092935597728987 0 +59 1 3.1275148 0.82689184 0.27422946297071465 1 +61 0 -4.297734 0.10443716 0.15913342385401646 0 +62 1 3.6746514 0.8626321 0.21318269969380355 1 +65 1 2.0765731 0.73851925 0.43729256596195187 1 +67 1 3.2853577 0.83789915 0.25515148672222554 1 +75 0 -4.297734 0.10443716 0.15913342385401646 0 +78 0 -4.003471 0.119020835 0.18282019410632869 0 +80 0 -4.108783 0.11360941 0.17398553053418253 0 +81 0 -4.222926 0.10798766 0.16486442197441725 0 +83 0 -4.297734 0.10443716 0.15913342385401646 0 +84 1 3.08888 0.82410926 0.27909247953414695 1 +85 1 2.1406498 0.7446587 0.42534873275735857 1 +86 1 -0.32149386 0.45989957 1.1206092318961116 0 +87 1 3.08888 0.82410926 0.27909247953414695 1 +89 0 -4.147633 0.11166789 0.17082894860390668 0 +94 0 -4.222926 0.10798766 0.16486442197441725 0 +101 1 -0.6487072 0.41961512 1.252861432422705 0 +103 1 -3.0500422 0.17872334 2.4842000806825499 0 +107 1 3.08888 0.82410926 0.27909247953414695 1 +110 0 -0.09659518 0.48792794 0.9655812606644042 0 +114 0 0.19766745 0.52468836 1.0730543717068177 1 +116 0 2.0765731 0.73851925 1.9352233619701846 1 +118 0 -3.9281776 0.12302522 0.1893927465211161 0 +119 0 -4.1835904 0.109896846 0.16795555546695898 0 +124 1 0.4280027 0.5532971 0.85387372630281277 1 +126 1 3.6201575 0.85937136 0.21864639030887961 1 +127 0 -4.222926 0.10798766 0.16486442197441725 0 +130 0 -4.222926 0.10798766 0.16486442197441725 0 +134 0 -4.147633 0.11166789 0.17082894860390668 0 +135 0 -3.5531285 0.1447279 0.22554461761549294 0 +136 0 -4.222926 0.10798766 0.16486442197441725 0 +139 0 -3.8130252 0.12937315 0.19987357840374931 0 +140 0 -4.222926 0.10798766 0.16486442197441725 0 +142 1 3.388867 0.8448063 0.24330747841740868 1 +143 0 -1.9010183 0.27878246 0.47149360559369796 0 +146 1 0.5248808 0.5652361 0.82307450690517869 1 +148 0 -1.5524286 0.31513637 0.54611135396743626 0 +149 1 3.7889476 0.8692648 0.2021324003150024 1 +153 0 -3.6357648 0.13968816 0.21706840866261864 0 +155 1 2.7203498 0.7957881 0.32954375250116064 1 +157 0 -4.222926 0.10798766 0.16486442197441725 0 +158 0 -3.737732 0.133673 0.20701640937356638 0 +159 1 3.7889476 0.8692648 0.2021324003150024 1 +160 1 3.8167837 0.87083834 0.19952316230280112 1 +162 0 -4.222926 0.10798766 0.16486442197441725 0 +163 0 -4.003471 0.119020835 0.18282019410632869 0 +165 0 -4.297734 0.10443716 0.15913342385401646 0 +166 1 2.7203498 0.7957881 0.32954375250116064 1 +168 0 -4.222926 0.10798766 0.16486442197441725 0 +170 0 -4.222926 0.10798766 0.16486442197441725 0 +172 0 -4.222926 0.10798766 0.16486442197441725 0 +175 1 3.679094 0.86289513 0.21274285763724624 1 +178 0 -4.222926 0.10798766 0.16486442197441725 0 +182 0 -4.222926 0.10798766 0.16486442197441725 0 +184 1 3.8167837 0.87083834 0.19952316230280112 1 +185 0 -4.222926 0.10798766 0.16486442197441725 0 +186 1 1.4388021 0.6724751 0.57244724640203637 1 +190 1 3.7889476 0.8692648 0.2021324003150024 1 +193 0 -4.222926 0.10798766 0.16486442197441725 0 +194 0 -4.222926 0.10798766 0.16486442197441725 0 +195 0 -4.222926 0.10798766 0.16486442197441725 0 +197 0 -4.222926 0.10798766 0.16486442197441725 0 +200 1 3.7889476 0.8692648 0.2021324003150024 1 +203 0 -4.222926 0.10798766 0.16486442197441725 0 +208 0 -4.222926 0.10798766 0.16486442197441725 0 +213 1 3.7889476 0.8692648 0.2021324003150024 1 +214 1 3.8167837 0.87083834 0.19952316230280112 1 +215 1 3.7889476 0.8692648 0.2021324003150024 1 +217 0 -4.222926 0.10798766 0.16486442197441725 0 +220 0 -4.222926 0.10798766 0.16486442197441725 0 +221 1 3.406047 0.8459292 0.24139116353569254 1 +222 1 -1.5333122 0.3172029 1.65652215281055 0 +224 1 3.6026733 0.8583116 0.22042660935729275 1 +225 0 -4.222926 0.10798766 0.16486442197441725 0 +227 1 3.8167837 0.87083834 0.19952316230280112 1 +229 1 3.7889476 0.8692648 0.2021324003150024 1 +230 1 1.8478246 0.7158386 0.48229373249991836 1 +231 1 2.9599333 0.81456757 0.29589372397946317 1 +232 0 0.7109183 0.58794075 1.2790763062165555 1 +234 0 -4.0841193 0.11485717 0.17601781728961305 0 +235 0 -3.444039 0.15161121 0.23720253478496545 0 +236 1 3.6468153 0.8609745 0.21595760147974277 1 +238 1 3.6468153 0.8609745 0.21595760147974277 1 +243 0 -1.9010183 0.27878246 0.47149360559369796 0 +245 0 -4.297734 0.10443716 0.15913342385401646 0 +251 1 3.2612507 0.8362553 0.25798462498069857 1 +253 1 3.1448996 0.82813257 0.27206635799720319 1 +255 1 2.7203498 0.7957881 0.32954375250116064 1 +256 0 -4.222926 0.10798766 0.16486442197441725 0 +261 1 3.679094 0.86289513 0.21274285763724624 1 +263 1 3.341347 0.84166557 0.24868099955872142 1 +264 1 3.6201575 0.85937136 0.21864639030887961 1 +265 0 -3.8539402 0.12708633 0.19608910877900421 0 +266 1 3.249406 0.8354427 0.25938717473337941 1 +270 1 3.7796764 0.8687371 0.20300844220525499 1 +273 1 -2.4195802 0.22973819 2.1219373903054324 0 +274 0 -4.222926 0.10798766 0.16486442197441725 0 +281 0 -4.222926 0.10798766 0.16486442197441725 0 +282 1 2.5743861 0.7836717 0.35167873775442932 1 +286 1 3.6468153 0.8609745 0.21595760147974277 1 +287 0 -4.147633 0.11166789 0.17082894860390668 0 +289 1 2.7203498 0.7957881 0.32954375250116064 1 +292 1 2.8443866 0.805682 0.31171756444841664 1 +294 0 -3.8130252 0.12937315 0.19987357840374931 0 +295 1 3.679094 0.86289513 0.21274285763724624 1 +298 0 -4.0334897 0.117456 0.18025988229018061 0 +302 1 3.7889476 0.8692648 0.2021324003150024 1 +305 1 2.8322992 0.8047341 0.31341590836598321 1 +306 0 -4.222926 0.10798766 0.16486442197441725 0 +307 0 -4.222926 0.10798766 0.16486442197441725 0 +310 0 -4.147633 0.11166789 0.17082894860390668 0 +313 0 -4.222926 0.10798766 0.16486442197441725 0 +315 0 1.2258455 0.64860725 1.5088436857229315 1 +318 0 -4.147633 0.11166789 0.17082894860390668 0 +320 1 3.6201575 0.85937136 0.21864639030887961 1 +322 0 -4.222926 0.10798766 0.16486442197441725 0 +324 0 -4.222926 0.10798766 0.16486442197441725 0 +325 0 -3.478321 0.14941959 0.23348046813898285 0 +326 1 1.9950653 0.7305732 0.4528993081082115 1 +330 1 3.5200043 0.8532099 0.22902736756909139 1 +334 1 3.249406 0.8354427 0.25938717473337941 1 +335 0 -4.222926 0.10798766 0.16486442197441725 0 +337 0 -4.222926 0.10798766 0.16486442197441725 0 +339 1 3.249406 0.8354427 0.25938717473337941 1 +340 1 3.604516 0.8584236 0.22023837100556254 1 +341 0 -4.222926 0.10798766 0.16486442197441725 0 +342 0 -4.222926 0.10798766 0.16486442197441725 0 +345 0 -4.222926 0.10798766 0.16486442197441725 0 +351 0 -4.222926 0.10798766 0.16486442197441725 0 +356 1 0.56537354 0.5702048 0.81044792506437968 1 +357 1 3.8167837 0.87083834 0.19952316230280112 1 +359 1 1.8541948 0.71648604 0.48098950605682078 1 +362 0 -3.8140342 0.12931633 0.19977942950846289 0 +363 0 0.56537354 0.5702048 1.2182787054339612 1 +364 0 -4.222926 0.10798766 0.16486442197441725 0 +365 0 -4.222926 0.10798766 0.16486442197441725 0 +367 1 3.8532138 0.87287337 0.19615572816902252 1 +369 0 -4.222926 0.10798766 0.16486442197441725 0 +372 0 -4.222926 0.10798766 0.16486442197441725 0 +374 0 -4.222926 0.10798766 0.16486442197441725 0 +375 0 -4.222926 0.10798766 0.16486442197441725 0 +380 0 -4.222926 0.10798766 0.16486442197441725 0 +382 0 -4.108783 0.11360941 0.17398553053418253 0 +385 0 -4.0841193 0.11485717 0.17601781728961305 0 +386 1 3.8167837 0.87083834 0.19952316230280112 1 +390 0 -4.222926 0.10798766 0.16486442197441725 0 +393 0 -4.222926 0.10798766 0.16486442197441725 0 +394 0 -4.108783 0.11360941 0.17398553053418253 0 +397 0 -4.222926 0.10798766 0.16486442197441725 0 +400 1 3.08888 0.82410926 0.27909247953414695 1 +401 0 -4.222926 0.10798766 0.16486442197441725 0 +402 0 -4.0841193 0.11485717 0.17601781728961305 0 +403 0 -4.003471 0.119020835 0.18282019410632869 0 +405 0 -4.222926 0.10798766 0.16486442197441725 0 +407 0 -4.222926 0.10798766 0.16486442197441725 0 +408 0 -0.09659518 0.48792794 0.9655812606644042 0 +410 0 -4.222926 0.10798766 0.16486442197441725 0 +411 0 -3.8130252 0.12937315 0.19987357840374931 0 +412 1 3.8167837 0.87083834 0.19952316230280112 1 +417 0 -4.222926 0.10798766 0.16486442197441725 0 +420 0 -3.8893278 0.12513638 0.19286995049843117 0 +421 1 3.8167837 0.87083834 0.19952316230280112 1 +424 0 -4.222926 0.10798766 0.16486442197441725 0 +425 1 3.7889476 0.8692648 0.2021324003150024 1 +426 0 -1.814496 0.2875633 0.48916624667997477 0 +427 1 3.8452005 0.8724281 0.19689182473503802 1 +431 0 -4.147633 0.11166789 0.17082894860390668 0 +432 0 -4.222926 0.10798766 0.16486442197441725 0 +433 0 -4.108783 0.11360941 0.17398553053418253 0 +435 1 3.8167837 0.87083834 0.19952316230280112 1 +437 0 -4.222926 0.10798766 0.16486442197441725 0 +438 0 -4.222926 0.10798766 0.16486442197441725 0 +443 0 -4.297734 0.10443716 0.15913342385401646 0 +444 0 -4.147633 0.11166789 0.17082894860390668 0 +445 0 -4.222926 0.10798766 0.16486442197441725 0 +446 0 -4.222926 0.10798766 0.16486442197441725 0 +447 0 -4.222926 0.10798766 0.16486442197441725 0 +448 0 -4.222926 0.10798766 0.16486442197441725 0 +458 0 -4.222926 0.10798766 0.16486442197441725 0 +459 0 -4.222926 0.10798766 0.16486442197441725 0 +460 0 -4.222926 0.10798766 0.16486442197441725 0 +461 0 -1.9010183 0.27878246 0.47149360559369796 0 +462 0 -4.222926 0.10798766 0.16486442197441725 0 +463 0 -4.222926 0.10798766 0.16486442197441725 0 +468 0 -4.222926 0.10798766 0.16486442197441725 0 +469 0 -4.222926 0.10798766 0.16486442197441725 0 +470 0 -4.222926 0.10798766 0.16486442197441725 0 +471 0 -4.222926 0.10798766 0.16486442197441725 0 +472 0 -4.222926 0.10798766 0.16486442197441725 0 +473 0 -4.222926 0.10798766 0.16486442197441725 0 +475 0 -4.222926 0.10798766 0.16486442197441725 0 +476 0 -4.222926 0.10798766 0.16486442197441725 0 +477 0 -4.222926 0.10798766 0.16486442197441725 0 +478 0 -4.108783 0.11360941 0.17398553053418253 0 +479 1 3.8532138 0.87287337 0.19615572816902252 1 +481 0 -3.4468644 0.15142961 0.23689375414434477 0 +485 0 -4.003471 0.119020835 0.18282019410632869 0 +486 0 -4.222926 0.10798766 0.16486442197441725 0 +488 1 0.5180195 0.56439286 0.82522834600433714 1 +490 0 -4.222926 0.10798766 0.16486442197441725 0 +491 1 3.8532138 0.87287337 0.19615572816902252 1 +494 0 -1.4580189 0.32541212 0.56792170591505298 0 +496 0 -4.222926 0.10798766 0.16486442197441725 0 +498 0 -4.222926 0.10798766 0.16486442197441725 0 +499 0 -4.222926 0.10798766 0.16486442197441725 0 +500 0 -4.222926 0.10798766 0.16486442197441725 0 +503 0 -4.222926 0.10798766 0.16486442197441725 0 +505 0 -4.0841193 0.11485717 0.17601781728961305 0 +506 1 3.786276 0.8691129 0.20238448120510738 1 +508 0 -4.222926 0.10798766 0.16486442197441725 0 +509 0 -4.222926 0.10798766 0.16486442197441725 0 +511 0 -4.222926 0.10798766 0.16486442197441725 0 +512 0 -4.222926 0.10798766 0.16486442197441725 0 +515 1 3.632158 0.86009496 0.21743213593822228 1 +516 0 -4.222926 0.10798766 0.16486442197441725 0 +518 0 -4.222926 0.10798766 0.16486442197441725 0 +524 0 -4.222926 0.10798766 0.16486442197441725 0 +525 0 -4.222926 0.10798766 0.16486442197441725 0 +526 0 -4.222926 0.10798766 0.16486442197441725 0 +530 1 3.1272364 0.82687193 0.27426419719720835 1 +536 0 -4.222926 0.10798766 0.16486442197441725 0 +537 0 -4.222926 0.10798766 0.16486442197441725 0 +542 0 -4.0841193 0.11485717 0.17601781728961305 0 +543 0 -4.222926 0.10798766 0.16486442197441725 0 +545 0 -4.222926 0.10798766 0.16486442197441725 0 +550 0 -4.222926 0.10798766 0.16486442197441725 0 +551 0 -4.222926 0.10798766 0.16486442197441725 0 +552 0 -4.108783 0.11360941 0.17398553053418253 0 +553 0 0.56537354 0.5702048 1.2182787054339612 1 +554 0 -4.222926 0.10798766 0.16486442197441725 0 +555 0 -3.1814244 0.16928372 0.26757226320486555 0 +556 0 -4.108783 0.11360941 0.17398553053418253 0 +562 0 -4.222926 0.10798766 0.16486442197441725 0 +564 0 -4.222926 0.10798766 0.16486442197441725 0 +567 0 -3.6357648 0.13968816 0.21706840866261864 0 +568 1 3.6846123 0.8632212 0.21219775122594847 1 +570 1 3.6201575 0.85937136 0.21864639030887961 1 +571 1 3.7889476 0.8692648 0.2021324003150024 1 +572 0 -4.222926 0.10798766 0.16486442197441725 0 +573 0 -4.222926 0.10798766 0.16486442197441725 0 +574 1 3.8452005 0.8724281 0.19689182473503802 1 +575 0 -4.222926 0.10798766 0.16486442197441725 0 +576 0 -4.222926 0.10798766 0.16486442197441725 0 +579 0 -4.222926 0.10798766 0.16486442197441725 0 +580 0 -4.222926 0.10798766 0.16486442197441725 0 +583 0 -4.222926 0.10798766 0.16486442197441725 0 +585 0 -4.222926 0.10798766 0.16486442197441725 0 +587 0 -4.222926 0.10798766 0.16486442197441725 0 +588 1 3.8141122 0.8706881 0.19977212106547373 1 +589 0 -4.222926 0.10798766 0.16486442197441725 0 +591 1 3.08888 0.82410926 0.27909247953414695 1 +592 1 3.2612507 0.8362553 0.25798462498069857 1 +595 0 -4.222926 0.10798766 0.16486442197441725 0 +596 0 -4.222926 0.10798766 0.16486442197441725 0 +597 0 -4.222926 0.10798766 0.16486442197441725 0 +598 0 -4.222926 0.10798766 0.16486442197441725 0 +599 0 -3.7397969 0.13355348 0.2068173826653926 0 +601 0 -4.222926 0.10798766 0.16486442197441725 0 +603 1 0.17800848 0.5222364 0.93722505875425866 1 +605 1 3.7889476 0.8692648 0.2021324003150024 1 +608 1 3.679094 0.86289513 0.21274285763724624 1 +610 1 3.2612507 0.8362553 0.25798462498069857 1 +611 1 2.8966885 0.80974346 0.30446317682255009 1 +615 0 -4.222926 0.10798766 0.16486442197441725 0 +616 0 -4.222926 0.10798766 0.16486442197441725 0 +620 0 -4.222926 0.10798766 0.16486442197441725 0 +623 0 -4.222926 0.10798766 0.16486442197441725 0 +625 0 -3.9281776 0.12302522 0.1893927465211161 0 +626 1 1.7635764 0.70719266 0.49982479517759482 1 +628 0 -4.222926 0.10798766 0.16486442197441725 0 +630 0 -4.108783 0.11360941 0.17398553053418253 0 +631 0 -4.222926 0.10798766 0.16486442197441725 0 +632 0 -4.222926 0.10798766 0.16486442197441725 0 +635 0 -3.8539402 0.12708633 0.19608910877900421 0 +636 1 2.8443866 0.805682 0.31171756444841664 1 +637 0 -3.8146043 0.12928425 0.1997262713067014 0 +640 0 -4.222926 0.10798766 0.16486442197441725 0 +643 0 -4.222926 0.10798766 0.16486442197441725 0 +646 0 -4.108783 0.11360941 0.17398553053418253 0 +647 0 -4.222926 0.10798766 0.16486442197441725 0 +648 1 3.1621284 0.8293552 0.26993801118185662 1 +650 0 -3.9281776 0.12302522 0.1893927465211161 0 +651 0 -4.108783 0.11360941 0.17398553053418253 0 +655 0 -4.222926 0.10798766 0.16486442197441725 0 +658 1 3.8167837 0.87083834 0.19952316230280112 1 +659 0 -4.222926 0.10798766 0.16486442197441725 0 +662 0 -4.222926 0.10798766 0.16486442197441725 0 +663 0 -4.222926 0.10798766 0.16486442197441725 0 +664 0 -4.222926 0.10798766 0.16486442197441725 0 +666 0 -4.108783 0.11360941 0.17398553053418253 0 +667 0 -4.222926 0.10798766 0.16486442197441725 0 +669 1 3.1340532 0.8273593 0.27341407290137343 1 +671 0 -4.108783 0.11360941 0.17398553053418253 0 +672 0 -4.222926 0.10798766 0.16486442197441725 0 +673 0 -4.0841193 0.11485717 0.17601781728961305 0 +674 0 -4.222926 0.10798766 0.16486442197441725 0 +675 0 -3.8539402 0.12708633 0.19608910877900421 0 +676 0 -4.222926 0.10798766 0.16486442197441725 0 +677 0 -4.222926 0.10798766 0.16486442197441725 0 +684 0 -4.222926 0.10798766 0.16486442197441725 0 +686 0 -4.222926 0.10798766 0.16486442197441725 0 +687 0 -3.478321 0.14941959 0.23348046813898285 0 +690 0 -4.222926 0.10798766 0.16486442197441725 0 +695 0 -4.222926 0.10798766 0.16486442197441725 0 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-out.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-out.txt index f092d01c60..f1df28b84b 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-out.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-out.txt @@ -13,23 +13,23 @@ TRUTH ||====================== ||====================== Precision || 0.9562 | 0.9978 | OVERALL 0/1 ACCURACY: 0.982833 -LOG LOSS/instance: 0.187902 +LOG LOSS/instance: 0.181237 Test-set entropy (prior Log-Loss/instance): 0.929318 -LOG-LOSS REDUCTION (RIG): 0.797807 -AUC: 0.998804 +LOG-LOSS REDUCTION (RIG): 0.804979 +AUC: 0.999085 OVERALL RESULTS --------------------------------------- -AUC: 0.998804 (0.0000) +AUC: 0.999085 (0.0000) Accuracy: 0.982833 (0.0000) Positive precision: 0.956175 (0.0000) Positive recall: 0.995851 (0.0000) Negative precision: 0.997768 (0.0000) Negative recall: 0.975983 (0.0000) -Log-loss: 0.187902 (0.0000) -Log-loss reduction: 0.797807 (0.0000) +Log-loss: 0.181237 (0.0000) +Log-loss reduction: 0.804979 (0.0000) F1 Score: 0.975610 (0.0000) -AUPRC: 0.997707 (0.0000) +AUPRC: 0.998240 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-rp.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-rp.txt index 2e85226b9a..dfcfdd0e07 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-rp.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart-rp.txt @@ -1,4 +1,4 @@ LightGBM AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /iter /lr /nl /mil /booster /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.998804 0.982833 0.956175 0.995851 0.997768 0.975983 0.187902 0.797807 0.97561 0.997707 10 0.2 20 10 dart 1 LightGBM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBM{nt=1 iter=10 booster=dart lr=0.2 mil=10 nl=20} cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:dart;/nt:1 +0.999085 0.982833 0.956175 0.995851 0.997768 0.975983 0.181237 0.804979 0.97561 0.99824 10 0.2 20 10 dart 1 LightGBM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBM{nt=1 iter=10 booster=dart lr=0.2 mil=10 nl=20} cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:dart;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart.txt b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart.txt index 78fac09401..267cbca9e9 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMDart-TrainTest-breast-cancer.dart.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -0 0 -5.07493162 0.07327307 0.10978379918310791 0 -1 0 1.005694 0.6231282 1.4078541547890613 1 -2 0 -5.07493162 0.07327307 0.10978379918310791 0 -3 0 0.553746343 0.568779469 1.2135022249240675 1 -4 0 -4.55788 0.09288223 0.14063823002244311 0 -5 1 4.786282 0.9163028 0.12610366673125695 1 -6 0 -1.99015009 0.2699108 0.45385538064736591 0 -7 0 -5.07493162 0.07327307 0.10978379918310791 0 -8 0 -4.50763655 0.0950206146 0.14404316552973473 0 -9 0 -5.07493162 0.07327307 0.10978379918310791 0 -10 0 -5.07493162 0.07327307 0.10978379918310791 0 -11 0 -5.07493162 0.07327307 0.10978379918310791 0 -12 1 1.27538443 0.6542316 0.61212663280820312 1 -13 0 -4.983538 0.07643722 0.1147180618346451 0 -14 1 4.786282 0.9163028 0.12610366673125695 1 -15 1 1.82949483 0.713970661 0.48606330335542175 1 -16 0 -5.07493162 0.07327307 0.10978379918310791 0 -17 0 -5.07493162 0.07327307 0.10978379918310791 0 -18 1 4.27352047 0.8944251 0.16096742966504987 1 -19 0 -2.8678844 0.192485183 0.30843936383922649 0 -20 1 1.77774143 0.7086571 0.49684040840213278 1 -21 1 4.76798439 0.915598452 0.1272130710088486 1 -22 0 -5.07493162 0.07327307 0.10978379918310791 0 -23 1 1.52440619 0.681831837 0.55251213023275314 1 -24 0 -5.07493162 0.07327307 0.10978379918310791 0 -25 1 1.18518114 0.643959343 0.63495848865710436 1 -26 0 -5.07493162 0.07327307 0.10978379918310791 0 -27 0 -5.07493162 0.07327307 0.10978379918310791 0 -28 0 -5.07493162 0.07327307 0.10978379918310791 0 -29 0 -5.09223461 0.07268776 0.10887289707423542 0 -30 0 -5.07493162 0.07327307 0.10978379918310791 0 -31 0 -5.07493162 0.07327307 0.10978379918310791 0 -32 1 4.786282 0.9163028 0.12610366673125695 1 -33 0 -5.07493162 0.07327307 0.10978379918310791 0 -34 0 -5.07493162 0.07327307 0.10978379918310791 0 -35 0 -5.07493162 0.07327307 0.10978379918310791 0 -36 1 4.295472 0.895457 0.1593038922034197 1 -37 0 -1.91445482 0.277433664 0.4687980521979257 0 -38 1 3.988514 0.880192757 0.18410859543851643 1 -39 1 4.19155645 0.890492141 0.16732521554733434 1 -40 0 1.13789833 0.638520658 1.4680148932687074 1 -41 1 2.79092073 0.801462531 0.31929301989059622 1 -42 1 4.673431 0.9118725 0.13309596744364771 1 -43 1 0.6981968 0.586398959 0.77004555215276904 1 -44 1 4.295472 0.895457 0.1593038922034197 1 -45 0 -4.50763655 0.0950206146 0.14404316552973473 0 -46 1 2.70848775 0.7948226 0.33129524790688702 1 -47 0 -5.07493162 0.07327307 0.10978379918310791 0 -48 0 -4.55788 0.09288223 0.14063823002244311 0 -49 1 3.99635744 0.8806057 0.18343191616036167 1 -50 1 4.13037 0.887473 0.17222488733961722 1 -51 1 2.17025471 0.747463048 0.41992583664668132 1 -52 1 3.43060756 0.8475229 0.23867572007997997 1 -53 1 4.798623 0.9167748 0.12536069183745227 1 -54 1 4.62394047 0.9098636 0.13627782546511166 1 -55 1 4.806828 0.917087257 0.12486908830786926 1 -56 1 3.72955942 0.8658531 0.20780586371923987 1 -57 1 1.15857494 0.6409034 0.641821141566984 1 -58 1 2.320153 0.761346638 0.39337463806599504 1 -59 1 2.23933268 0.7539268 0.40750361221230069 1 -60 1 2.96939015 0.8152807 0.29463127480570406 1 -61 0 -5.07493162 0.07327307 0.10978379918310791 0 -62 1 3.822397 0.8711537 0.19900079469938459 1 -63 1 1.38099551 0.6660777 0.58623767052513243 1 -64 0 -5.07493162 0.07327307 0.10978379918310791 0 -65 1 0.931228459 0.6143452 0.70287857909675033 1 -66 0 -5.07493162 0.07327307 0.10978379918310791 0 -67 1 3.01770854 0.818891346 0.2882560524593949 1 -68 1 5.03298664 0.92529 0.11202251365706302 1 -69 0 -5.07493162 0.07327307 0.10978379918310791 0 -70 0 -4.89931059 0.07946376 0.11945357185845966 0 -71 1 1.71461082 0.702097356 0.51025699919989298 1 -72 0 -4.085055 0.114809625 0.17594033037285839 0 -73 1 4.356561 0.898282051 0.15475958776763085 1 -74 1 4.13449669 0.8876789 0.17189015538874267 1 -75 0 -5.07493162 0.07327307 0.10978379918310791 0 -76 0 -4.801917 0.08309963 0.12516312061035101 0 -77 0 -4.502747 0.0952310562 0.14437868524793787 0 -78 0 -4.983538 0.07643722 0.1147180618346451 0 -79 0 -5.07327271 0.07332941 0.10987151193720655 0 -80 0 -4.121502 0.112970553 0.17294609650834705 0 -81 0 -5.07493162 0.07327307 0.10978379918310791 0 -82 0 -5.07493162 0.07327307 0.10978379918310791 0 -83 0 -4.121502 0.112970553 0.17294609650834705 0 -84 1 4.798623 0.9167748 0.12536069183745227 1 -85 1 1.73184109 0.703896165 0.50656546920779899 1 -86 1 3.025333 0.819456041 0.28726153584380204 1 -87 1 4.798623 0.9167748 0.12536069183745227 1 -88 0 -5.07493162 0.07327307 0.10978379918310791 0 -89 0 -5.07327271 0.07332941 0.10987151193720655 0 -90 0 -5.07493162 0.07327307 0.10978379918310791 0 -91 0 -5.07493162 0.07327307 0.10978379918310791 0 -92 0 -5.07493162 0.07327307 0.10978379918310791 0 -93 0 -5.07493162 0.07327307 0.10978379918310791 0 -94 0 -5.07493162 0.07327307 0.10978379918310791 0 -95 0 -5.07493162 0.07327307 0.10978379918310791 0 -96 0 -5.07493162 0.07327307 0.10978379918310791 0 -97 0 -5.07493162 0.07327307 0.10978379918310791 0 -98 1 4.78853035 0.9163889 0.1259680656769509 1 -99 1 4.76798439 0.915598452 0.1272130710088486 1 -100 1 3.43060756 0.8475229 0.23867572007997997 1 -101 1 1.59373009 0.689303458 0.53678884259550697 1 -102 0 -5.07493162 0.07327307 0.10978379918310791 0 -103 1 1.496331 0.6787788 0.55898653057220959 1 -104 1 4.295472 0.895457 0.1593038922034197 1 -105 1 3.54574823 0.8548147 0.2263163631740561 1 -106 1 4.27352047 0.8944251 0.16096742966504987 1 -107 1 4.798623 0.9167748 0.12536069183745227 1 -108 0 -4.25424957 0.106488258 0.16244140588499539 0 -109 1 4.744905 0.9147024 0.12862563407036112 1 -110 0 -2.42272663 0.229459912 0.37605807798738 0 -111 1 4.370003 0.898894548 0.15377621541057906 1 -112 1 4.69192553 0.9126128 0.13192521279923941 1 -113 1 4.62394047 0.9098636 0.13627782546511166 1 -114 0 -3.72540927 0.134388119 0.20820779377293291 0 -115 0 -2.39613247 0.2318194 0.38048257662182022 0 -116 0 -2.46482444 0.2257595 0.36914633047622575 0 -117 1 4.798623 0.9167748 0.12536069183745227 1 -118 0 -4.981879 0.07649579 0.11480955524185843 0 -119 0 -5.07493162 0.07327307 0.10978379918310791 0 -120 0 -5.07493162 0.07327307 0.10978379918310791 0 -121 0 -5.07493162 0.07327307 0.10978379918310791 0 -122 1 4.786282 0.9163028 0.12610366673125695 1 -123 1 4.78400135 0.9162153 0.12624143919394462 1 -124 1 3.318933 0.8401664 0.25125302155236667 1 -125 0 -5.07493162 0.07327307 0.10978379918310791 0 -126 1 4.640647 0.9105463 0.13519571237517469 1 -127 0 -5.07493162 0.07327307 0.10978379918310791 0 -128 1 3.92859626 0.876997352 0.18935560885628278 1 -129 0 -5.07327271 0.07332941 0.10987151193720655 0 -130 0 -4.89931059 0.07946376 0.11945357185845966 0 -131 0 -5.07493162 0.07327307 0.10978379918310791 0 -132 1 3.60154343 0.858242869 0.22054212913882923 1 -133 0 -5.07493162 0.07327307 0.10978379918310791 0 -134 0 -5.07327271 0.07332941 0.10987151193720655 0 -135 0 -4.25424957 0.106488258 0.16244140588499539 0 -136 0 -5.07493162 0.07327307 0.10978379918310791 0 -137 0 -5.07493162 0.07327307 0.10978379918310791 0 -138 0 -5.07493162 0.07327307 0.10978379918310791 0 -139 0 -5.07493162 0.07327307 0.10978379918310791 0 -140 0 -5.07493162 0.07327307 0.10978379918310791 0 -141 0 -5.07493162 0.07327307 0.10978379918310791 0 -142 1 4.77751 0.9159658 0.12663436944658363 1 -143 0 -2.39613247 0.2318194 0.38048257662182022 0 -144 0 -5.07493162 0.07327307 0.10978379918310791 0 -145 0 -4.886766 0.0799237862 0.12017472427841891 0 -146 1 0.9592064 0.617654145 0.69512886728378742 1 -147 0 -5.07327271 0.07332941 0.10987151193720655 0 -148 0 -3.02886748 0.180282637 0.28680153878560344 0 -149 1 4.283785 0.8949087 0.16018754876903291 1 -150 0 -5.07493162 0.07327307 0.10978379918310791 0 -151 1 3.15350342 0.828744 0.27100158458502738 1 -152 1 4.76798439 0.915598452 0.1272130710088486 1 -153 0 -4.59438372 0.0913558 0.13821261046682329 0 -154 0 -5.07493162 0.07327307 0.10978379918310791 0 -155 1 3.468566 0.849959433 0.2345341090402295 1 -156 0 -5.07493162 0.07327307 0.10978379918310791 0 -157 0 -5.07493162 0.07327307 0.10978379918310791 0 -158 0 -5.07327271 0.07332941 0.10987151193720655 0 -159 1 4.76798439 0.915598452 0.1272130710088486 1 -160 1 4.786282 0.9163028 0.12610366673125695 1 -161 0 -5.07493162 0.07327307 0.10978379918310791 0 -162 0 -5.07493162 0.07327307 0.10978379918310791 0 -163 0 -4.4162426 0.09902356 0.15043871109248946 0 -164 0 -5.07493162 0.07327307 0.10978379918310791 0 -165 0 -5.07493162 0.07327307 0.10978379918310791 0 -166 1 3.90951681 0.8759646 0.19105555662990248 1 -167 1 3.85577083 0.873015165 0.19592137945775676 1 -168 0 -5.07493162 0.07327307 0.10978379918310791 0 -169 0 -5.07493162 0.07327307 0.10978379918310791 0 -170 0 -5.07493162 0.07327307 0.10978379918310791 0 -171 0 -5.07493162 0.07327307 0.10978379918310791 0 -172 0 -5.07493162 0.07327307 0.10978379918310791 0 -173 1 4.798623 0.9167748 0.12536069183745227 1 -174 1 4.62394047 0.9098636 0.13627782546511166 1 -175 1 4.798623 0.9167748 0.12536069183745227 1 -176 0 -5.07493162 0.07327307 0.10978379918310791 0 -177 1 2.688017 0.793148339 0.33433738327106072 1 -178 0 -5.07493162 0.07327307 0.10978379918310791 0 -179 1 2.07580161 0.738444746 0.43743812016246986 1 -180 0 -5.07493162 0.07327307 0.10978379918310791 0 -181 0 -5.07493162 0.07327307 0.10978379918310791 0 -182 0 -2.8678844 0.192485183 0.30843936383922649 0 -183 1 4.798623 0.9167748 0.12536069183745227 1 -184 1 4.28229237 0.8948385 0.16030074663211702 1 -185 0 -5.07493162 0.07327307 0.10978379918310791 0 -186 1 4.798623 0.9167748 0.12536069183745227 1 -187 1 4.786282 0.9163028 0.12610366673125695 1 -188 1 4.798623 0.9167748 0.12536069183745227 1 -189 0 -5.12039 0.0717445537 0.10740622021017091 0 -190 1 4.76798439 0.915598452 0.1272130710088486 1 -191 1 4.75921249 0.9152589 0.12774822202998803 1 -192 0 -5.07493162 0.07327307 0.10978379918310791 0 -193 0 -5.07493162 0.07327307 0.10978379918310791 0 -194 0 -5.07493162 0.07327307 0.10978379918310791 0 -195 0 -5.07493162 0.07327307 0.10978379918310791 0 -196 0 2.641109 0.7892739 2.2465592021271057 1 -197 0 -4.55788 0.09288223 0.14063823002244311 0 -198 0 -5.07493162 0.07327307 0.10978379918310791 0 -199 0 -5.07493162 0.07327307 0.10978379918310791 0 -200 1 4.283785 0.8949087 0.16018754876903291 1 -201 1 4.62394047 0.9098636 0.13627782546511166 1 -202 0 -5.07493162 0.07327307 0.10978379918310791 0 -203 0 -5.07493162 0.07327307 0.10978379918310791 0 -204 0 -5.07493162 0.07327307 0.10978379918310791 0 -205 1 4.798623 0.9167748 0.12536069183745227 1 -206 1 4.49885464 0.9046011 0.14464634920570946 1 -207 0 -5.07493162 0.07327307 0.10978379918310791 0 -208 0 -5.07493162 0.07327307 0.10978379918310791 0 -209 0 -5.07493162 0.07327307 0.10978379918310791 0 -210 1 4.76798439 0.915598452 0.1272130710088486 1 -211 1 4.786282 0.9163028 0.12610366673125695 1 -212 0 -5.07493162 0.07327307 0.10978379918310791 0 -213 1 4.76798439 0.915598452 0.1272130710088486 1 -214 1 4.786282 0.9163028 0.12610366673125695 1 -215 1 4.76798439 0.915598452 0.1272130710088486 1 -216 0 -5.07493162 0.07327307 0.10978379918310791 0 -217 0 -5.07493162 0.07327307 0.10978379918310791 0 -218 1 4.31674862 0.896448731 0.15770701824952524 1 -219 0 -4.41667461 0.09900429 0.1504078596767954 0 -220 0 -5.07493162 0.07327307 0.10978379918310791 0 -221 1 4.772111 0.9157578 0.12696204959639013 1 -222 1 -1.27717268 0.345566183 1.5329660507978251 0 -223 1 4.786282 0.9163028 0.12610366673125695 1 -224 1 4.76798439 0.915598452 0.1272130710088486 1 -225 0 -5.07493162 0.07327307 0.10978379918310791 0 -226 1 4.76798439 0.915598452 0.1272130710088486 1 -227 1 4.786282 0.9163028 0.12610366673125695 1 -228 0 -5.07493162 0.07327307 0.10978379918310791 0 -229 1 4.76798439 0.915598452 0.1272130710088486 1 -230 1 3.624354 0.859624743 0.21822108495135756 1 -231 1 4.744905 0.9147024 0.12862563407036112 1 -232 0 0.0009502433 0.5001188 1.0003428021469545 1 -233 1 4.70345545 0.913071454 0.13120033031933342 1 -234 0 -3.865 0.126474127 0.19507766015310712 0 -235 0 -4.4527173 0.09740832 0.14785461014647103 0 -236 1 4.275013 0.894495547 0.1608537949465654 1 -237 1 4.49781227 0.904556155 0.14471802618050617 1 -238 1 4.480557 0.903808653 0.14591072498613653 1 -239 1 4.61419868 0.9094633 0.13691269516118387 1 -240 0 -3.19316959 0.168459475 0.26614152021002119 0 -241 0 -5.091405 0.07271573 0.10891641212371669 0 -242 0 -5.07493162 0.07327307 0.10978379918310791 0 -243 0 -1.86252022 0.282669127 0.47928937101252617 0 -244 0 -5.07493162 0.07327307 0.10978379918310791 0 -245 0 -5.07493162 0.07327307 0.10978379918310791 0 -246 1 4.283785 0.8949087 0.16018754876903291 1 -247 1 3.755316 0.8673419 0.20532732908200005 1 -248 0 -3.96748257 0.120920576 0.18593457774325603 0 -249 0 -5.07493162 0.07327307 0.10978379918310791 0 -250 0 -5.07493162 0.07327307 0.10978379918310791 0 -251 1 4.62004 0.9097035 0.13653170200826981 1 -252 0 1.73048568 0.703754842 1.7551365222853166 1 -253 1 4.673431 0.9118725 0.13309596744364771 1 -254 1 3.822397 0.8711537 0.19900079469938459 1 -255 1 2.157438 0.746251464 0.42226623843302707 1 -256 0 -5.07493162 0.07327307 0.10978379918310791 0 -257 0 -5.07493162 0.07327307 0.10978379918310791 0 -258 0 -5.07493162 0.07327307 0.10978379918310791 0 -259 0 0.553746343 0.568779469 1.2135022249240675 1 -260 1 4.28229237 0.8948385 0.16030074663211702 1 -261 1 4.798623 0.9167748 0.12536069183745227 1 -262 1 4.283785 0.8949087 0.16018754876903291 1 -263 1 4.04907465 0.883349359 0.17894396747025521 1 -264 1 4.640647 0.9105463 0.13519571237517469 1 -265 0 -4.465262 0.09685825 0.14697565237242988 0 -266 1 4.77751 0.9159658 0.12663436944658363 1 -267 1 4.1140933 0.8866577 0.17355082057633395 1 -268 1 4.786282 0.9163028 0.12610366673125695 1 -269 0 -5.07493162 0.07327307 0.10978379918310791 0 -270 1 3.75173521 0.867135763 0.20567020811142231 1 -271 0 -5.07493162 0.07327307 0.10978379918310791 0 -272 1 4.1140933 0.8866577 0.17355082057633395 1 -273 1 1.65905261 0.6962548 0.52231274749517076 1 -274 0 -5.07493162 0.07327307 0.10978379918310791 0 -275 0 -4.886766 0.0799237862 0.12017472427841891 0 -276 0 -5.07493162 0.07327307 0.10978379918310791 0 -277 0 -5.07493162 0.07327307 0.10978379918310791 0 -278 0 -5.07493162 0.07327307 0.10978379918310791 0 -279 1 4.806828 0.917087257 0.12486908830786926 1 -280 0 -5.07493162 0.07327307 0.10978379918310791 0 -281 0 -5.07493162 0.07327307 0.10978379918310791 0 -282 1 3.98295426 0.8798993 0.18458963311139495 1 -283 1 4.777995 0.915984452 0.12660498514982033 1 -284 1 3.42313862 0.8470397 0.23949850666623318 1 -285 1 4.786282 0.9163028 0.12610366673125695 1 -286 1 4.75921249 0.9152589 0.12774822202998803 1 -287 0 -5.07327271 0.07332941 0.10987151193720655 0 -288 1 1.39619017 0.6677653 0.58258692647103327 1 -289 1 3.88019919 0.874363065 0.19369563555696162 1 -290 0 -5.07493162 0.07327307 0.10978379918310791 0 -291 0 -5.07493162 0.07327307 0.10978379918310791 0 -292 1 2.69631338 0.7938281 0.33310140889342221 1 -293 1 3.68661737 0.863339543 0.2120000254533379 1 -294 0 -5.07493162 0.07327307 0.10978379918310791 0 -295 1 4.798623 0.9167748 0.12536069183745227 1 -296 0 0.704419434 0.5871533 1.2763219758103059 1 -297 0 -1.55943573 0.3143807 0.54452038465709984 0 -298 0 -2.31361318 0.239248022 0.39450191587935191 0 -299 1 1.40592 0.668843746 0.58025888392102787 1 -300 1 3.93529177 0.877358 0.18876241830194268 1 -301 0 -5.07493162 0.07327307 0.10978379918310791 0 -302 1 4.76798439 0.915598452 0.1272130710088486 1 -303 0 -5.07493162 0.07327307 0.10978379918310791 0 -304 1 3.689578 0.8635141 0.21170831736293813 1 -305 1 4.48468351 0.9039879 0.14562465748793982 1 -306 0 -5.07493162 0.07327307 0.10978379918310791 0 -307 0 -5.07493162 0.07327307 0.10978379918310791 0 -308 1 4.283785 0.8949087 0.16018754876903291 1 -309 0 -1.86252022 0.282669127 0.47928937101252617 0 -310 0 -5.07327271 0.07332941 0.10987151193720655 0 -311 0 -5.07493162 0.07327307 0.10978379918310791 0 -312 1 2.30565238 0.760026753 0.39587789255850397 1 -313 0 -5.07493162 0.07327307 0.10978379918310791 0 -314 0 -5.07493162 0.07327307 0.10978379918310791 0 -315 0 0.6981968 0.586398959 1.2736882786420782 1 -316 1 2.12812018 0.743465662 0.42766198395145449 1 -317 1 4.798623 0.9167748 0.12536069183745227 1 -318 0 -5.07327271 0.07332941 0.10987151193720655 0 -319 0 1.61870217 0.6919712 1.6988627684694166 1 -320 1 4.79040861 0.9164609 0.12585480868249802 1 -321 0 -5.07493162 0.07327307 0.10978379918310791 0 -322 0 -5.07493162 0.07327307 0.10978379918310791 0 -323 1 4.410752 0.9007312 0.15083145023882141 1 -324 0 -5.07493162 0.07327307 0.10978379918310791 0 -325 0 -4.25424957 0.106488258 0.16244140588499539 0 -326 1 1.04173291 0.62735033 0.67265678468953816 1 -327 0 -5.07493162 0.07327307 0.10978379918310791 0 -328 1 4.48468351 0.9039879 0.14562465748793982 1 -329 1 4.611221 0.9093406 0.13710729574168568 1 -330 1 4.70345545 0.913071454 0.13120033031933342 1 -331 0 -4.50763655 0.0950206146 0.14404316552973473 0 -332 0 -5.07493162 0.07327307 0.10978379918310791 0 -333 1 4.410752 0.9007312 0.15083145023882141 1 -334 1 4.806828 0.917087257 0.12486908830786926 1 -335 0 -5.07493162 0.07327307 0.10978379918310791 0 -336 1 3.90951681 0.8759646 0.19105555662990248 1 -337 0 -5.07493162 0.07327307 0.10978379918310791 0 -338 0 -5.07493162 0.07327307 0.10978379918310791 0 -339 1 4.77751 0.9159658 0.12663436944658363 1 -340 1 4.34526157 0.8977647 0.15559075180286411 1 -341 0 -5.07493162 0.07327307 0.10978379918310791 0 -342 0 -5.07493162 0.07327307 0.10978379918310791 0 -343 0 -5.07493162 0.07327307 0.10978379918310791 0 -344 1 4.640647 0.9105463 0.13519571237517469 1 -345 0 -5.07493162 0.07327307 0.10978379918310791 0 -346 0 -3.699978 0.135874182 0.21068670864463182 0 -347 0 -4.25424957 0.106488258 0.16244140588499539 0 -348 1 0.3861515 0.548119545 0.86743751530538971 1 -349 1 2.633905 0.788674235 0.34249858185229221 1 -350 0 -4.55788 0.09288223 0.14063823002244311 0 -351 0 -5.07493162 0.07327307 0.10978379918310791 0 -352 0 -0.8087129 0.4002661 0.73760559755579813 0 -353 1 3.88019919 0.874363065 0.19369563555696162 1 -354 0 -5.07493162 0.07327307 0.10978379918310791 0 -355 0 -4.5206604 0.09446212 0.14315310083959845 0 -356 1 1.344817 0.66204226 0.5950047833054487 1 -357 1 4.786282 0.9163028 0.12610366673125695 1 -358 1 4.75921249 0.9152589 0.12774822202998803 1 -359 1 4.204387 0.8911162 0.16631452291383436 1 -360 1 4.798623 0.9167748 0.12536069183745227 1 -361 1 4.294634 0.8954178 0.15936708175850878 1 -362 0 -4.981879 0.07649579 0.11480955524185843 0 -363 0 -1.61619627 0.3082959 0.53177309868272171 0 -364 0 -5.07493162 0.07327307 0.10978379918310791 0 -365 0 -5.07493162 0.07327307 0.10978379918310791 0 -366 1 4.798623 0.9167748 0.12536069183745227 1 -367 1 4.798623 0.9167748 0.12536069183745227 1 -368 0 -5.09223461 0.07268776 0.10887289707423542 0 -369 0 -5.09223461 0.07268776 0.10887289707423542 0 -370 0 -4.173735 0.110379793 0.16873853640278907 0 -371 0 -5.09223461 0.07268776 0.10887289707423542 0 -372 0 -5.07493162 0.07327307 0.10978379918310791 0 -373 0 -5.07493162 0.07327307 0.10978379918310791 0 -374 0 -5.07493162 0.07327307 0.10978379918310791 0 -375 0 -5.07493162 0.07327307 0.10978379918310791 0 -376 0 -5.07493162 0.07327307 0.10978379918310791 0 -377 0 -5.07493162 0.07327307 0.10978379918310791 0 -378 0 -5.089746 0.0727716759 0.10900345775294651 0 -379 0 -1.45386934 0.325867742 0.56889643403005663 0 -380 0 -5.07493162 0.07327307 0.10978379918310791 0 -381 1 4.13814974 0.8878609 0.17159443516306211 1 -382 0 -5.07493162 0.07327307 0.10978379918310791 0 -383 0 -5.07493162 0.07327307 0.10978379918310791 0 -384 0 -5.07493162 0.07327307 0.10978379918310791 0 -385 0 -4.37273455 0.100981407 0.1535771416140905 0 -386 1 4.62394047 0.9098636 0.13627782546511166 1 -387 0 -3.756043 0.1326163 0.2052577567953604 0 -388 0 -5.07493162 0.07327307 0.10978379918310791 0 -389 0 -4.5206604 0.09446212 0.14315310083959845 0 -390 0 -5.07493162 0.07327307 0.10978379918310791 0 -391 1 4.76798439 0.915598452 0.1272130710088486 1 -392 0 -5.07493162 0.07327307 0.10978379918310791 0 -393 0 -5.07493162 0.07327307 0.10978379918310791 0 -394 0 -5.26412153 0.0671033338 0.10021080735319567 0 -395 0 -5.07493162 0.07327307 0.10978379918310791 0 -396 0 -5.07493162 0.07327307 0.10978379918310791 0 -397 0 -5.07493162 0.07327307 0.10978379918310791 0 -398 0 -5.07493162 0.07327307 0.10978379918310791 0 -399 0 -5.26412153 0.0671033338 0.10021080735319567 0 -400 1 4.798623 0.9167748 0.12536069183745227 1 -401 0 -5.07493162 0.07327307 0.10978379918310791 0 -402 0 -4.22878647 0.107705727 0.16440851493565906 0 -403 0 -4.57336664 0.09223186 0.13960424365984217 0 -404 0 -5.091405 0.07271573 0.10891641212371669 0 -405 0 -5.07493162 0.07327307 0.10978379918310791 0 -406 0 -5.07493162 0.07327307 0.10978379918310791 0 -407 0 -5.07493162 0.07327307 0.10978379918310791 0 -408 0 -4.07740068 0.115199141 0.17657530902132712 0 -409 0 -5.07493162 0.07327307 0.10978379918310791 0 -410 0 -5.07493162 0.07327307 0.10978379918310791 0 -411 0 -5.07493162 0.07327307 0.10978379918310791 0 -412 1 4.786282 0.9163028 0.12610366673125695 1 -413 0 -5.07493162 0.07327307 0.10978379918310791 0 -414 1 4.786282 0.9163028 0.12610366673125695 1 -415 0 -2.86132145 0.192995757 0.30935183583984377 0 -416 1 4.62394047 0.9098636 0.13627782546511166 1 -417 0 -5.07493162 0.07327307 0.10978379918310791 0 -418 0 -4.50763655 0.0950206146 0.14404316552973473 0 -419 0 -4.94002962 0.07798717 0.11714127136693199 0 -420 0 -5.000011 0.0758577958 0.11381322858695385 0 -421 1 4.62394047 0.9098636 0.13627782546511166 1 -422 0 -2.99767613 0.182598889 0.29088389041452273 0 -423 0 -4.89931059 0.07946376 0.11945357185845966 0 -424 0 -5.07493162 0.07327307 0.10978379918310791 0 -425 1 4.76798439 0.915598452 0.1272130710088486 1 -426 0 -3.1984365 0.16809091 0.26550221335679919 0 -427 1 4.943246 0.9221284 0.11696047725768222 1 -428 0 -5.07493162 0.07327307 0.10978379918310791 0 -429 0 -5.07493162 0.07327307 0.10978379918310791 0 -430 0 -5.26904154 0.0669494942 0.099972918934095351 0 -431 0 -4.0036087 0.119013608 0.18280835908700988 0 -432 0 -5.07493162 0.07327307 0.10978379918310791 0 -433 0 -5.091405 0.07271573 0.10891641212371669 0 -434 0 1.30505919 0.657580256 1.546162206574029 1 -435 1 4.046786 0.8832314 0.17913662985749362 1 -436 1 3.74123359 0.866529644 0.20667899079873794 1 -437 0 -5.07493162 0.07327307 0.10978379918310791 0 -438 0 -5.09223461 0.07268776 0.10887289707423542 0 -439 0 -5.07493162 0.07327307 0.10978379918310791 0 -440 1 4.52780533 0.905843 0.14266703869144731 1 -441 0 -3.454407 0.150945634 0.23607116001057693 0 -442 0 -5.000011 0.0758577958 0.11381322858695385 0 -443 0 -5.07493162 0.07327307 0.10978379918310791 0 -444 0 -4.0036087 0.119013608 0.18280835908700988 0 -445 0 -5.07493162 0.07327307 0.10978379918310791 0 -446 0 -5.07493162 0.07327307 0.10978379918310791 0 -447 0 -5.07493162 0.07327307 0.10978379918310791 0 -448 0 -5.07493162 0.07327307 0.10978379918310791 0 -449 1 4.798623 0.9167748 0.12536069183745227 1 -450 0 -4.55788 0.09288223 0.14063823002244311 0 -451 0 -5.07493162 0.07327307 0.10978379918310791 0 -452 0 -5.091405 0.07271573 0.10891641212371669 0 -453 1 4.798623 0.9167748 0.12536069183745227 1 -454 0 -4.94002962 0.07798717 0.11714127136693199 0 -455 1 0.223747611 0.5279393 0.92155597653036492 1 -456 1 4.786282 0.9163028 0.12610366673125695 1 -457 1 4.76798439 0.915598452 0.1272130710088486 1 -458 0 -5.07493162 0.07327307 0.10978379918310791 0 -459 0 -4.89931059 0.07946376 0.11945357185845966 0 -460 0 -4.55788 0.09288223 0.14063823002244311 0 -461 0 -2.39613247 0.2318194 0.38048257662182022 0 -462 0 -2.8678844 0.192485183 0.30843936383922649 0 -463 0 -5.07493162 0.07327307 0.10978379918310791 0 -464 0 -5.07493162 0.07327307 0.10978379918310791 0 -465 1 4.76798439 0.915598452 0.1272130710088486 1 -466 1 4.786282 0.9163028 0.12610366673125695 1 -467 1 4.499782 0.904641151 0.14458247034068059 1 -468 0 -5.07493162 0.07327307 0.10978379918310791 0 -469 0 -5.07493162 0.07327307 0.10978379918310791 0 -470 0 -5.07493162 0.07327307 0.10978379918310791 0 -471 0 -2.8678844 0.192485183 0.30843936383922649 0 -472 0 -2.8678844 0.192485183 0.30843936383922649 0 -473 0 -5.07493162 0.07327307 0.10978379918310791 0 -474 0 -5.07493162 0.07327307 0.10978379918310791 0 -475 0 -5.07493162 0.07327307 0.10978379918310791 0 -476 0 -5.07493162 0.07327307 0.10978379918310791 0 -477 0 -5.07493162 0.07327307 0.10978379918310791 0 -478 0 -5.07493162 0.07327307 0.10978379918310791 0 -479 1 4.798623 0.9167748 0.12536069183745227 1 -480 0 -5.07493162 0.07327307 0.10978379918310791 0 -481 0 -3.98569536 0.11995592 0.18435230652145487 0 -482 1 4.76798439 0.915598452 0.1272130710088486 1 -483 1 4.76798439 0.915598452 0.1272130710088486 1 -484 0 -5.07493162 0.07327307 0.10978379918310791 0 -485 0 -5.000011 0.0758577958 0.11381322858695385 0 -486 0 -5.07493162 0.07327307 0.10978379918310791 0 -487 1 4.62394047 0.9098636 0.13627782546511166 1 -488 1 3.36479616 0.843221843 0.24601585513036611 1 -489 1 0.40682593 0.5506786 0.86071752178916594 1 -490 0 -5.07493162 0.07327307 0.10978379918310791 0 -491 1 4.33744049 0.8974052 0.156168539669649 1 -492 0 -5.07493162 0.07327307 0.10978379918310791 0 -493 1 4.798623 0.9167748 0.12536069183745227 1 -494 0 -1.27717268 0.345566183 0.61168079605211989 0 -495 0 -5.07493162 0.07327307 0.10978379918310791 0 -496 0 -5.07493162 0.07327307 0.10978379918310791 0 -497 0 -5.07493162 0.07327307 0.10978379918310791 0 -498 0 -5.07493162 0.07327307 0.10978379918310791 0 -499 0 -5.07493162 0.07327307 0.10978379918310791 0 -500 0 -2.8678844 0.192485183 0.30843936383922649 0 -501 0 -5.07493162 0.07327307 0.10978379918310791 0 -502 0 -5.07493162 0.07327307 0.10978379918310791 0 -503 0 -5.07493162 0.07327307 0.10978379918310791 0 -504 0 -5.07493162 0.07327307 0.10978379918310791 0 -505 0 -5.26904154 0.0669494942 0.099972918934095351 0 -506 1 4.275013 0.894495547 0.1608537949465654 1 -507 0 -4.57336664 0.09223186 0.13960424365984217 0 -508 0 -5.07493162 0.07327307 0.10978379918310791 0 -509 0 -5.07493162 0.07327307 0.10978379918310791 0 -510 0 -5.07493162 0.07327307 0.10978379918310791 0 -511 0 -5.07493162 0.07327307 0.10978379918310791 0 -512 0 -5.07493162 0.07327307 0.10978379918310791 0 -513 0 -5.07493162 0.07327307 0.10978379918310791 0 -514 1 4.798623 0.9167748 0.12536069183745227 1 -515 1 4.798623 0.9167748 0.12536069183745227 1 -516 0 -5.07493162 0.07327307 0.10978379918310791 0 -517 0 -5.07493162 0.07327307 0.10978379918310791 0 -518 0 -5.07493162 0.07327307 0.10978379918310791 0 -519 1 4.51109 0.905127764 0.14380664399970064 1 -520 0 -5.07327271 0.07332941 0.10987151193720655 0 -521 0 -4.5206604 0.09446212 0.14315310083959845 0 -522 1 3.9535892 0.878339052 0.18715014543835026 1 -523 1 4.786282 0.9163028 0.12610366673125695 1 -524 0 -5.07493162 0.07327307 0.10978379918310791 0 -525 0 -5.07493162 0.07327307 0.10978379918310791 0 -526 0 -5.07493162 0.07327307 0.10978379918310791 0 -527 0 -5.07493162 0.07327307 0.10978379918310791 0 -528 0 -4.56040573 0.0927758738 0.14046908795292312 0 -529 0 -5.07493162 0.07327307 0.10978379918310791 0 -530 1 3.81604147 0.8707966 0.19959228577473997 1 -531 0 -5.07493162 0.07327307 0.10978379918310791 0 -532 0 -5.07493162 0.07327307 0.10978379918310791 0 -533 0 -5.07493162 0.07327307 0.10978379918310791 0 -534 0 -5.07493162 0.07327307 0.10978379918310791 0 -535 0 -4.948503 0.0776830763 0.11666552455763331 0 -536 0 -5.07493162 0.07327307 0.10978379918310791 0 -537 0 -5.07493162 0.07327307 0.10978379918310791 0 -538 0 -5.07493162 0.07327307 0.10978379918310791 0 -539 0 -2.8678844 0.192485183 0.30843936383922649 0 -540 0 -5.07493162 0.07327307 0.10978379918310791 0 -541 0 -5.07493162 0.07327307 0.10978379918310791 0 -542 0 -4.502747 0.0952310562 0.14437868524793787 0 -543 0 -5.07493162 0.07327307 0.10978379918310791 0 -544 0 -5.09223461 0.07268776 0.10887289707423542 0 -545 0 -5.07493162 0.07327307 0.10978379918310791 0 -546 1 4.798623 0.9167748 0.12536069183745227 1 -547 0 -5.07493162 0.07327307 0.10978379918310791 0 -548 0 -5.07493162 0.07327307 0.10978379918310791 0 -549 1 4.13814974 0.8878609 0.17159443516306211 1 -550 0 -5.07493162 0.07327307 0.10978379918310791 0 -551 0 -5.07493162 0.07327307 0.10978379918310791 0 -552 0 -5.07493162 0.07327307 0.10978379918310791 0 -553 0 -2.30077219 0.240418568 0.39672345619127614 0 -554 0 -5.07493162 0.07327307 0.10978379918310791 0 -555 0 -3.09870553 0.175179765 0.27784836801046647 0 -556 0 -5.07493162 0.07327307 0.10978379918310791 0 -557 0 -4.55788 0.09288223 0.14063823002244311 0 -558 0 -5.07493162 0.07327307 0.10978379918310791 0 -559 0 -5.07493162 0.07327307 0.10978379918310791 0 -560 0 -5.07493162 0.07327307 0.10978379918310791 0 -561 0 -5.07493162 0.07327307 0.10978379918310791 0 -562 0 -5.07493162 0.07327307 0.10978379918310791 0 -563 0 -5.07493162 0.07327307 0.10978379918310791 0 -564 0 -5.07493162 0.07327307 0.10978379918310791 0 -565 1 4.798623 0.9167748 0.12536069183745227 1 -566 0 -5.07493162 0.07327307 0.10978379918310791 0 -567 0 -4.59438372 0.0913558 0.13821261046682329 0 -568 1 3.184351 0.830921948 0.26721513002804764 1 -569 1 4.786282 0.9163028 0.12610366673125695 1 -570 1 4.628067 0.91003263 0.13600981963402176 1 -571 1 4.76798439 0.915598452 0.1272130710088486 1 -572 0 -5.07493162 0.07327307 0.10978379918310791 0 -573 0 -5.07493162 0.07327307 0.10978379918310791 0 -574 1 4.943246 0.9221284 0.11696047725768222 1 -575 0 -5.07493162 0.07327307 0.10978379918310791 0 -576 0 -5.07493162 0.07327307 0.10978379918310791 0 -577 0 -5.07493162 0.07327307 0.10978379918310791 0 -578 0 -5.07493162 0.07327307 0.10978379918310791 0 -579 0 -5.07493162 0.07327307 0.10978379918310791 0 -580 0 -5.07493162 0.07327307 0.10978379918310791 0 -581 1 4.798623 0.9167748 0.12536069183745227 1 -582 1 4.744905 0.9147024 0.12862563407036112 1 -583 0 -5.07493162 0.07327307 0.10978379918310791 0 -584 0 -4.0036087 0.119013608 0.18280835908700988 0 -585 0 -5.07493162 0.07327307 0.10978379918310791 0 -586 1 4.76798439 0.915598452 0.1272130710088486 1 -587 0 -5.07493162 0.07327307 0.10978379918310791 0 -588 1 4.27352047 0.8944251 0.16096742966504987 1 -589 0 -5.07493162 0.07327307 0.10978379918310791 0 -590 1 2.688017 0.793148339 0.33433738327106072 1 -591 1 4.798623 0.9167748 0.12536069183745227 1 -592 1 4.62300062 0.909825 0.13633897481451848 1 -593 0 -5.07493162 0.07327307 0.10978379918310791 0 -594 1 4.51109 0.905127764 0.14380664399970064 1 -595 0 -5.07493162 0.07327307 0.10978379918310791 0 -596 0 -5.07493162 0.07327307 0.10978379918310791 0 -597 0 -4.755579 0.08488211 0.12797048499091679 0 -598 0 -5.07493162 0.07327307 0.10978379918310791 0 -599 0 -4.233772 0.1074664 0.16402161300891355 0 -600 0 -5.07493162 0.07327307 0.10978379918310791 0 -601 0 -5.07493162 0.07327307 0.10978379918310791 0 -602 0 -5.07493162 0.07327307 0.10978379918310791 0 -603 1 0.825853 0.6017894 0.73266936413933914 1 -604 1 0.6578367 0.5814962 0.78215838282091654 1 -605 1 4.283785 0.8949087 0.16018754876903291 1 -606 0 -5.07493162 0.07327307 0.10978379918310791 0 -607 0 -5.07493162 0.07327307 0.10978379918310791 0 -608 1 4.636282 0.9103684 0.13547764113245445 1 -609 0 -5.07493162 0.07327307 0.10978379918310791 0 -610 1 4.52780533 0.905843 0.14266703869144731 1 -611 1 4.05765 0.883790433 0.17822378016630988 1 -612 1 4.76798439 0.915598452 0.1272130710088486 1 -613 0 -5.26904154 0.0669494942 0.099972918934095351 0 -614 0 -5.07493162 0.07327307 0.10978379918310791 0 -615 0 -5.09223461 0.07268776 0.10887289707423542 0 -616 0 -5.07493162 0.07327307 0.10978379918310791 0 -617 0 -5.07493162 0.07327307 0.10978379918310791 0 -618 0 -5.07493162 0.07327307 0.10978379918310791 0 -619 0 -5.07493162 0.07327307 0.10978379918310791 0 -620 0 -5.07493162 0.07327307 0.10978379918310791 0 -621 0 -2.2841 0.241944179 0.39962400664547876 0 -622 0 -2.8678844 0.192485183 0.30843936383922649 0 -623 0 -5.07493162 0.07327307 0.10978379918310791 0 -624 0 -5.07493162 0.07327307 0.10978379918310791 0 -625 0 -2.848882 0.193966329 0.31108798835611307 0 -626 1 4.01790762 0.881733954 0.18158467857479368 1 -627 0 -2.39613247 0.2318194 0.38048257662182022 0 -628 0 -5.07493162 0.07327307 0.10978379918310791 0 -629 0 -5.07493162 0.07327307 0.10978379918310791 0 -630 0 -4.92521667 0.0785214 0.11797743421636206 0 -631 0 -5.07493162 0.07327307 0.10978379918310791 0 -632 0 -5.07493162 0.07327307 0.10978379918310791 0 -633 1 4.772111 0.9157578 0.12696204959639013 1 -634 0 -5.07493162 0.07327307 0.10978379918310791 0 -635 0 -4.801917 0.08309963 0.12516312061035101 0 -636 1 4.295472 0.895457 0.1593038922034197 1 -637 0 -3.244632 0.164885715 0.25995445104304499 0 -638 0 -5.07493162 0.07327307 0.10978379918310791 0 -639 0 -4.55788 0.09288223 0.14063823002244311 0 -640 0 -4.55788 0.09288223 0.14063823002244311 0 -641 0 -5.07493162 0.07327307 0.10978379918310791 0 -642 0 -5.07493162 0.07327307 0.10978379918310791 0 -643 0 -5.07493162 0.07327307 0.10978379918310791 0 -644 0 -5.07493162 0.07327307 0.10978379918310791 0 -645 0 -5.07493162 0.07327307 0.10978379918310791 0 -646 0 -5.07493162 0.07327307 0.10978379918310791 0 -647 0 -5.091405 0.07271573 0.10891641212371669 0 -648 1 4.05765 0.883790433 0.17822378016630988 1 -649 0 -5.07493162 0.07327307 0.10978379918310791 0 -650 0 -4.571708 0.09230132 0.13971463002530815 0 -651 0 -5.091405 0.07271573 0.10891641212371669 0 -652 0 -5.07493162 0.07327307 0.10978379918310791 0 -653 0 -5.07493162 0.07327307 0.10978379918310791 0 -654 0 -5.07493162 0.07327307 0.10978379918310791 0 -655 0 -5.07493162 0.07327307 0.10978379918310791 0 -656 0 -5.07493162 0.07327307 0.10978379918310791 0 -657 0 -0.09868667 0.487666667 0.9648453352448918 0 -658 1 4.62394047 0.9098636 0.13627782546511166 1 -659 0 -5.07493162 0.07327307 0.10978379918310791 0 -660 0 -5.07493162 0.07327307 0.10978379918310791 0 -661 0 -5.07493162 0.07327307 0.10978379918310791 0 -662 0 -5.09223461 0.07268776 0.10887289707423542 0 -663 0 -5.09223461 0.07268776 0.10887289707423542 0 -664 0 -5.091405 0.07271573 0.10891641212371669 0 -665 0 -5.07493162 0.07327307 0.10978379918310791 0 -666 0 -4.50763655 0.0950206146 0.14404316552973473 0 -667 0 -5.07493162 0.07327307 0.10978379918310791 0 -668 1 2.57347941 0.783594847 0.35182018506652835 1 -669 1 4.31674862 0.896448731 0.15770701824952524 1 -670 1 4.798623 0.9167748 0.12536069183745227 1 -671 0 -5.07493162 0.07327307 0.10978379918310791 0 -672 0 -5.07493162 0.07327307 0.10978379918310791 0 -673 0 -4.173735 0.110379793 0.16873853640278907 0 -674 0 -5.07493162 0.07327307 0.10978379918310791 0 -675 0 -4.801917 0.08309963 0.12516312061035101 0 -676 0 -5.07493162 0.07327307 0.10978379918310791 0 -677 0 -5.07493162 0.07327307 0.10978379918310791 0 -678 0 -5.07493162 0.07327307 0.10978379918310791 0 -679 0 -5.07493162 0.07327307 0.10978379918310791 0 -680 1 4.76798439 0.915598452 0.1272130710088486 1 -681 1 4.798623 0.9167748 0.12536069183745227 1 -682 0 -5.07493162 0.07327307 0.10978379918310791 0 -683 0 -5.07493162 0.07327307 0.10978379918310791 0 -684 0 -5.07493162 0.07327307 0.10978379918310791 0 -685 0 -5.07493162 0.07327307 0.10978379918310791 0 -686 0 -5.07493162 0.07327307 0.10978379918310791 0 -687 0 -4.25424957 0.106488258 0.16244140588499539 0 -688 0 -5.07493162 0.07327307 0.10978379918310791 0 -689 0 -4.50763655 0.0950206146 0.14404316552973473 0 -690 0 -5.091405 0.07271573 0.10891641212371669 0 -691 1 1.80904865 0.711878359 0.49029735004601066 1 -692 0 -5.07493162 0.07327307 0.10978379918310791 0 -693 0 -4.50763655 0.0950206146 0.14404316552973473 0 -694 0 -5.07327271 0.07332941 0.10987151193720655 0 -695 0 -5.07493162 0.07327307 0.10978379918310791 0 -696 1 4.43667936 0.9018844 0.14898560532789007 1 -697 1 4.01790762 0.881733954 0.18158467857479368 1 -698 1 4.01790762 0.881733954 0.18158467857479368 1 +0 0 -5.0761285 0.07323244 0.10972055234035176 0 +1 0 1.369016 0.6647441 1.5766652833873729 1 +2 0 -5.0761285 0.07323244 0.10972055234035176 0 +3 0 1.0576392 0.6292078 1.4313171598914178 1 +4 0 -4.9989905 0.07589357 0.11386908286135994 0 +5 1 4.7952967 0.9166478 0.12556058848393764 1 +6 0 -0.7600653 0.40611902 0.75175426323386418 0 +7 0 -5.0761285 0.07323244 0.10972055234035176 0 +8 0 -5.0761285 0.07323244 0.10972055234035176 0 +9 0 -5.0761285 0.07323244 0.10972055234035176 0 +10 0 -5.010743 0.07548247 0.113227424043744 0 +11 0 -5.0761285 0.07323244 0.10972055234035176 0 +12 1 1.1769457 0.64301467 0.63707644402826735 1 +13 0 -4.851969 0.081212595 0.12219701507652811 0 +14 1 4.7952967 0.9166478 0.12556058848393764 1 +15 1 1.9971987 0.7307831 0.45248481445743705 1 +16 0 -5.0761285 0.07323244 0.10972055234035176 0 +17 0 -5.0761285 0.07323244 0.10972055234035176 0 +18 1 4.2052093 0.8911561 0.16624996690026386 1 +19 0 -3.6754587 0.13732006 0.21310267992353926 0 +20 1 2.7258172 0.79623204 0.32873916041505613 1 +21 1 4.7832546 0.91618663 0.12628658412293609 1 +22 0 -5.0761285 0.07323244 0.10972055234035176 0 +23 1 1.1318017 0.6378168 0.64878602635734395 1 +24 0 -5.0761285 0.07323244 0.10972055234035176 0 +25 1 1.5003946 0.6792217 0.55804556543610284 1 +26 0 -5.010743 0.07548247 0.113227424043744 0 +27 0 -5.0761285 0.07323244 0.10972055234035176 0 +28 0 -5.0761285 0.07323244 0.10972055234035176 0 +29 0 -5.0914817 0.072713144 0.10891238976653936 0 +30 0 -5.010743 0.07548247 0.113227424043744 0 +31 0 -5.0761285 0.07323244 0.10972055234035176 0 +32 1 4.7952967 0.9166478 0.12556058848393764 1 +33 0 -5.0761285 0.07323244 0.10972055234035176 0 +34 0 -5.0761285 0.07323244 0.10972055234035176 0 +35 0 -5.0761285 0.07323244 0.10972055234035176 0 +36 1 4.237419 0.8927084 0.16373906021739526 1 +37 0 -2.722029 0.20407547 0.32929645579474087 0 +38 1 4.0728407 0.8845683 0.17695459550989329 1 +39 1 4.1987033 0.8908402 0.16676147642731443 1 +40 0 0.29154986 0.53637934 1.1089832289421218 1 +41 1 2.4246466 0.77070975 0.37574044705922544 1 +42 1 4.664341 0.9115066 0.13367500309683969 1 +43 1 1.1638895 0.6415148 0.64044559481061325 1 +44 1 4.237419 0.8927084 0.16373906021739526 1 +45 0 -5.0761285 0.07323244 0.10972055234035176 0 +46 1 4.0794396 0.88490474 0.17640593380841532 1 +47 0 -5.0761285 0.07323244 0.10972055234035176 0 +48 0 -4.9989905 0.07589357 0.11386908286135994 0 +49 1 4.257123 0.8936484 0.16222079318128979 1 +50 1 4.0522237 0.8835115 0.17867920818624528 1 +51 1 1.9696844 0.72806793 0.45785502329237104 1 +52 1 3.2920663 0.83835423 0.25436814001072883 1 +53 1 3.872352 0.8739314 0.19440804322186586 1 +54 1 4.72658 0.91398484 0.12975786662642738 1 +55 1 4.815842 0.9174293 0.12433106730937887 1 +56 1 3.7322083 0.86600685 0.20754965636975919 1 +57 1 1.7317735 0.7038891 0.50658000689076177 1 +58 1 2.0410123 0.7350712 0.44404413159413136 1 +59 1 2.511674 0.77830863 0.36158574088092993 1 +60 1 2.8628309 0.80712175 0.30914177553634742 1 +61 0 -5.0761285 0.07323244 0.10972055234035176 0 +62 1 3.74425 0.866704 0.20638875337974694 1 +63 1 1.4920907 0.6783164 0.55996969035067068 1 +64 0 -5.0761285 0.07323244 0.10972055234035176 0 +65 1 0.42384532 0.55278325 0.85521419179013813 1 +66 0 -5.0761285 0.07323244 0.10972055234035176 0 +67 1 3.3259645 0.8406379 0.2504435550506629 1 +68 1 4.9147224 0.9210981 0.1185732581296987 1 +69 0 -5.0761285 0.07323244 0.10972055234035176 0 +70 0 -5.0914817 0.072713144 0.10891238976653936 0 +71 1 1.3501071 0.6626338 0.59371635059198291 1 +72 0 -3.4106352 0.15377203 0.24088171733468575 0 +73 1 4.631159 0.9101591 0.13580932032535012 1 +74 1 3.9955573 0.8805637 0.18350076119632017 1 +75 0 -5.0761285 0.07323244 0.10972055234035176 0 +76 0 -4.7266226 0.08601352 0.12975526755898784 0 +77 0 -4.520039 0.094488695 0.1431954424640362 0 +78 0 -4.851969 0.081212595 0.12219701507652811 0 +79 0 -5.0761285 0.07323244 0.10972055234035176 0 +80 0 -4.0573134 0.11622683 0.17825196046779951 0 +81 0 -5.0761285 0.07323244 0.10972055234035176 0 +82 0 -5.0761285 0.07323244 0.10972055234035176 0 +83 0 -4.122699 0.1129106 0.1728485872297644 0 +84 1 4.8044634 0.9169973 0.12501058768284209 1 +85 1 2.2854996 0.75818413 0.39937982652671949 1 +86 1 3.131084 0.8271471 0.2737841278155167 1 +87 1 4.8044634 0.9169973 0.12501058768284209 1 +88 0 -5.0761285 0.07323244 0.10972055234035176 0 +89 0 -5.0761285 0.07323244 0.10972055234035176 0 +90 0 -5.0761285 0.07323244 0.10972055234035176 0 +91 0 -5.0761285 0.07323244 0.10972055234035176 0 +92 0 -5.0761285 0.07323244 0.10972055234035176 0 +93 0 -5.0761285 0.07323244 0.10972055234035176 0 +94 0 -5.0761285 0.07323244 0.10972055234035176 0 +95 0 -5.0761285 0.07323244 0.10972055234035176 0 +96 0 -5.0761285 0.07323244 0.10972055234035176 0 +97 0 -5.0761285 0.07323244 0.10972055234035176 0 +98 1 4.8038006 0.9169721 0.12505025500812839 1 +99 1 4.7832546 0.91618663 0.12628658412293609 1 +100 1 3.2920663 0.83835423 0.25436814001072883 1 +101 1 1.3302487 0.6604106 0.59856485539472604 1 +102 0 -5.0761285 0.07323244 0.10972055234035176 0 +103 1 2.6414082 0.78929883 0.341356479791533 1 +104 1 4.237419 0.8927084 0.16373906021739526 1 +105 1 3.3976686 0.84538245 0.24232392888641352 1 +106 1 4.2052093 0.8911561 0.16624996690026386 1 +107 1 4.8044634 0.9169973 0.12501058768284209 1 +108 0 -4.7154293 0.08645452 0.13045153809658885 0 +109 1 4.8740277 0.9196066 0.12091123375554036 1 +110 0 -2.9114275 0.18912376 0.30244636324341895 0 +111 1 4.4102864 0.9007104 0.15086476907903545 1 +112 1 4.7966685 0.9167002 0.12547813127880725 1 +113 1 4.557193 0.9070888 0.14068427801573183 1 +114 0 -3.6950831 0.1361618 0.21116698617516366 0 +115 0 -3.8015914 0.13001844 0.20094327750983607 0 +116 0 -1.9729301 0.27161086 0.45721867462529742 0 +117 1 4.8044634 0.9169973 0.12501058768284209 1 +118 0 -5.1937757 0.069338985 0.10367231993605934 0 +119 0 -5.0761285 0.07323244 0.10972055234035176 0 +120 0 -5.0761285 0.07323244 0.10972055234035176 0 +121 0 -5.0761285 0.07323244 0.10972055234035176 0 +122 1 4.7952967 0.9166478 0.12556058848393764 1 +123 1 4.649615 0.91091084 0.13461823740788942 1 +124 1 2.9044814 0.810343 0.30339534891737147 1 +125 0 -5.0761285 0.07323244 0.10972055234035176 0 +126 1 4.7386303 0.9144573 0.12901225567066041 1 +127 0 -5.0761285 0.07323244 0.10972055234035176 0 +128 1 3.5869384 0.8573521 0.2220403154980958 1 +129 0 -5.0761285 0.07323244 0.10972055234035176 0 +130 0 -5.0914817 0.072713144 0.10891238976653936 0 +131 0 -5.0761285 0.07323244 0.10972055234035176 0 +132 1 3.7312193 0.86594945 0.20764528193060228 1 +133 0 -5.0761285 0.07323244 0.10972055234035176 0 +134 0 -5.0761285 0.07323244 0.10972055234035176 0 +135 0 -4.7154293 0.08645452 0.13045153809658885 0 +136 0 -5.0761285 0.07323244 0.10972055234035176 0 +137 0 -5.0761285 0.07323244 0.10972055234035176 0 +138 0 -5.0761285 0.07323244 0.10972055234035176 0 +139 0 -5.010743 0.07548247 0.113227424043744 0 +140 0 -5.0761285 0.07323244 0.10972055234035176 0 +141 0 -5.0761285 0.07323244 0.10972055234035176 0 +142 1 4.786525 0.9163121 0.12608902683416012 1 +143 0 -3.8015914 0.13001844 0.20094327750983607 0 +144 0 -5.0761285 0.07323244 0.10972055234035176 0 +145 0 -5.0914817 0.072713144 0.10891238976653936 0 +146 1 1.5054824 0.6797757 0.55686927266104147 1 +147 0 -5.0761285 0.07323244 0.10972055234035176 0 +148 0 -1.9167782 0.27720085 0.46833328100654797 0 +149 1 4.5445504 0.9065547 0.14153402415718477 1 +150 0 -5.010743 0.07548247 0.113227424043744 0 +151 1 3.8103614 0.8704768 0.20012227659251136 1 +152 1 4.7832546 0.91618663 0.12628658412293609 1 +153 0 -4.085189 0.114802815 0.17592923166300317 0 +154 0 -5.0761285 0.07323244 0.10972055234035176 0 +155 1 3.6903033 0.86355686 0.21163691812017044 1 +156 0 -5.0761285 0.07323244 0.10972055234035176 0 +157 0 -5.0761285 0.07323244 0.10972055234035176 0 +158 0 -5.0761285 0.07323244 0.10972055234035176 0 +159 1 4.7832546 0.91618663 0.12628658412293609 1 +160 1 4.7952967 0.9166478 0.12556058848393764 1 +161 0 -5.0761285 0.07323244 0.10972055234035176 0 +162 0 -5.0761285 0.07323244 0.10972055234035176 0 +163 0 -4.8797717 0.08018133 0.12057861449417596 0 +164 0 -5.0761285 0.07323244 0.10972055234035176 0 +165 0 -5.0761285 0.07323244 0.10972055234035176 0 +166 1 4.0391927 0.88283926 0.17977730290740648 1 +167 1 4.237419 0.8927084 0.16373906021739526 1 +168 0 -5.0761285 0.07323244 0.10972055234035176 0 +169 0 -5.010743 0.07548247 0.113227424043744 0 +170 0 -5.0761285 0.07323244 0.10972055234035176 0 +171 0 -5.0761285 0.07323244 0.10972055234035176 0 +172 0 -5.0761285 0.07323244 0.10972055234035176 0 +173 1 4.8044634 0.9169973 0.12501058768284209 1 +174 1 4.72658 0.91398484 0.12975786662642738 1 +175 1 4.8044634 0.9169973 0.12501058768284209 1 +176 0 -5.0761285 0.07323244 0.10972055234035176 0 +177 1 2.7159045 0.79542667 0.33019916547775757 1 +178 0 -5.0761285 0.07323244 0.10972055234035176 0 +179 1 1.7924558 0.7101737 0.49375610815927751 1 +180 0 -5.010743 0.07548247 0.113227424043744 0 +181 0 -5.0761285 0.07323244 0.10972055234035176 0 +182 0 -3.6754587 0.13732006 0.21310267992353926 0 +183 1 4.8044634 0.9169973 0.12501058768284209 1 +184 1 4.3833685 0.89950025 0.15280441112995227 1 +185 0 -5.010743 0.07548247 0.113227424043744 0 +186 1 3.872352 0.8739314 0.19440804322186586 1 +187 1 4.7952967 0.9166478 0.12556058848393764 1 +188 1 3.872352 0.8739314 0.19440804322186586 1 +189 0 -4.959052 0.077306 0.11607582330027286 0 +190 1 4.7832546 0.91618663 0.12628658412293609 1 +191 1 4.7744827 0.9158492 0.12681801138899773 1 +192 0 -5.0761285 0.07323244 0.10972055234035176 0 +193 0 -5.0761285 0.07323244 0.10972055234035176 0 +194 0 -5.0761285 0.07323244 0.10972055234035176 0 +195 0 -5.0761285 0.07323244 0.10972055234035176 0 +196 0 2.7508872 0.79825824 2.3094183817368705 1 +197 0 -4.9989905 0.07589357 0.11386908286135994 0 +198 0 -5.0761285 0.07323244 0.10972055234035176 0 +199 0 -5.0761285 0.07323244 0.10972055234035176 0 +200 1 4.5445504 0.9065547 0.14153402415718477 1 +201 1 4.557193 0.9070888 0.14068427801573183 1 +202 0 -5.0761285 0.07323244 0.10972055234035176 0 +203 0 -5.0761285 0.07323244 0.10972055234035176 0 +204 0 -5.0761285 0.07323244 0.10972055234035176 0 +205 1 4.8044634 0.9169973 0.12501058768284209 1 +206 1 4.507869 0.90498936 0.14402726161082285 1 +207 0 -5.010743 0.07548247 0.113227424043744 0 +208 0 -5.010743 0.07548247 0.113227424043744 0 +209 0 -5.010743 0.07548247 0.113227424043744 0 +210 1 4.7832546 0.91618663 0.12628658412293609 1 +211 1 4.7952967 0.9166478 0.12556058848393764 1 +212 0 -5.0761285 0.07323244 0.10972055234035176 0 +213 1 4.7832546 0.91618663 0.12628658412293609 1 +214 1 4.7952967 0.9166478 0.12556058848393764 1 +215 1 4.7832546 0.91618663 0.12628658412293609 1 +216 0 -5.0761285 0.07323244 0.10972055234035176 0 +217 0 -5.0761285 0.07323244 0.10972055234035176 0 +218 1 4.3388257 0.8974689 0.15606610939300475 1 +219 0 -4.7916665 0.08349098 0.12577901966539703 0 +220 0 -5.0761285 0.07323244 0.10972055234035176 0 +221 1 4.7265882 0.91398513 0.12975739620663426 1 +222 1 -1.5646554 0.31381842 1.6719980364329163 0 +223 1 4.7952967 0.9166478 0.12556058848393764 1 +224 1 4.7832546 0.91618663 0.12628658412293609 1 +225 0 -5.0761285 0.07323244 0.10972055234035176 0 +226 1 4.7832546 0.91618663 0.12628658412293609 1 +227 1 4.7952967 0.9166478 0.12556058848393764 1 +228 0 -5.010743 0.07548247 0.113227424043744 0 +229 1 4.7832546 0.91618663 0.12628658412293609 1 +230 1 3.2451696 0.8351513 0.25989048264073783 1 +231 1 3.9419165 0.877714 0.18817721130962825 1 +232 0 0.7242801 0.58955836 1.284751003067679 1 +233 1 4.741258 0.91456 0.12885024183892504 1 +234 0 -4.1030684 0.11389745 0.17445442158338675 0 +235 0 -4.594193 0.09136371 0.13822517357806297 0 +236 1 4.5357785 0.90618247 0.14212651582633365 1 +237 1 4.900265 0.92057115 0.1193988670973872 1 +238 1 4.4958267 0.9044704 0.14485483071565095 1 +239 1 4.611162 0.90933824 0.13711107832595679 1 +240 0 -3.9468722 0.12202029 0.1877404940941636 0 +241 0 -4.933605 0.07821846 0.11750321909486164 0 +242 0 -5.0761285 0.07323244 0.10972055234035176 0 +243 0 -2.9261725 0.18799575 0.30044081063832767 0 +244 0 -5.0761285 0.07323244 0.10972055234035176 0 +245 0 -5.0761285 0.07323244 0.10972055234035176 0 +246 1 4.5445504 0.9065547 0.14153402415718477 1 +247 1 3.179102 0.83055294 0.26785597306427811 1 +248 0 -2.947346 0.18638498 0.29758177486139265 0 +249 0 -5.0761285 0.07323244 0.10972055234035176 0 +250 0 -5.0761285 0.07323244 0.10972055234035176 0 +251 1 4.751809 0.91497135 0.12820152254827508 1 +252 0 1.6201903 0.6921298 1.6996058218344174 1 +253 1 4.664341 0.9115066 0.13367500309683969 1 +254 1 3.74425 0.866704 0.20638875337974694 1 +255 1 2.860193 0.80691636 0.30950896154916935 1 +256 0 -5.0761285 0.07323244 0.10972055234035176 0 +257 0 -5.0761285 0.07323244 0.10972055234035176 0 +258 0 -5.0761285 0.07323244 0.10972055234035176 0 +259 0 0.1852996 0.5231459 1.068380215910931 1 +260 1 4.213981 0.89158076 0.1655626100315713 1 +261 1 4.8044634 0.9169973 0.12501058768284209 1 +262 1 4.5445504 0.9065547 0.14153402415718477 1 +263 1 4.280184 0.8947393 0.16046075706409468 1 +264 1 4.7386303 0.9144573 0.12901225567066041 1 +265 0 -4.594193 0.09136371 0.13822517357806297 0 +266 1 4.786525 0.9163121 0.12608902683416012 1 +267 1 3.7609076 0.86766326 0.20479284624819358 1 +268 1 4.7952967 0.9166478 0.12556058848393764 1 +269 0 -5.0761285 0.07323244 0.10972055234035176 0 +270 1 3.2971556 0.83869874 0.25377539800975074 1 +271 0 -5.0761285 0.07323244 0.10972055234035176 0 +272 1 3.7609076 0.86766326 0.20479284624819358 1 +273 1 2.1525905 0.74579227 0.42315425153495212 1 +274 0 -5.0761285 0.07323244 0.10972055234035176 0 +275 0 -5.0914817 0.072713144 0.10891238976653936 0 +276 0 -5.0761285 0.07323244 0.10972055234035176 0 +277 0 -5.0761285 0.07323244 0.10972055234035176 0 +278 0 -5.0761285 0.07323244 0.10972055234035176 0 +279 1 4.815842 0.9174293 0.12433106730937887 1 +280 0 -5.0761285 0.07323244 0.10972055234035176 0 +281 0 -5.0761285 0.07323244 0.10972055234035176 0 +282 1 3.9727774 0.87936056 0.18547327244619907 1 +283 1 4.741258 0.91456 0.12885024183892504 1 +284 1 3.199098 0.8319554 0.26542195169405353 1 +285 1 4.7952967 0.9166478 0.12556058848393764 1 +286 1 4.7744827 0.9158492 0.12681801138899773 1 +287 0 -5.0761285 0.07323244 0.10972055234035176 0 +288 1 2.1678965 0.7472404 0.42035559092095809 1 +289 1 4.0098753 0.8813145 0.18227112705169823 1 +290 0 -5.0761285 0.07323244 0.10972055234035176 0 +291 0 -5.0761285 0.07323244 0.10972055234035176 0 +292 1 2.8631287 0.80714494 0.30910033179507734 1 +293 1 3.3197486 0.8402211 0.25115906698900875 1 +294 0 -5.0761285 0.07323244 0.10972055234035176 0 +295 1 4.8044634 0.9169973 0.12501058768284209 1 +296 0 0.70532066 0.5872626 1.2767038196414549 1 +297 0 -1.9160808 0.2772707 0.46847272043944105 0 +298 0 -1.7383687 0.29542404 0.50517285216094254 0 +299 1 3.2507527 0.8355353 0.25922733477407855 1 +300 1 3.5913122 0.85761935 0.22159064607369461 1 +301 0 -5.0761285 0.07323244 0.10972055234035176 0 +302 1 4.7832546 0.91618663 0.12628658412293609 1 +303 0 -5.0761285 0.07323244 0.10972055234035176 0 +304 1 3.4568427 0.8492104 0.23580608674065973 1 +305 1 4.439161 0.9019941 0.1488100834936541 1 +306 0 -5.0761285 0.07323244 0.10972055234035176 0 +307 0 -5.0761285 0.07323244 0.10972055234035176 0 +308 1 4.5445504 0.9065547 0.14153402415718477 1 +309 0 -2.9261725 0.18799575 0.30044081063832767 0 +310 0 -5.0761285 0.07323244 0.10972055234035176 0 +311 0 -5.0761285 0.07323244 0.10972055234035176 0 +312 1 2.685404 0.79293394 0.33472741448624166 1 +313 0 -5.0761285 0.07323244 0.10972055234035176 0 +314 0 -5.010743 0.07548247 0.113227424043744 0 +315 0 0.29154986 0.53637934 1.1089832289421218 1 +316 1 2.8308754 0.8046222 0.31361659942614423 1 +317 1 3.872352 0.8739314 0.19440804322186586 1 +318 0 -5.0761285 0.07323244 0.10972055234035176 0 +319 0 1.3737667 0.66527325 1.5789442412713113 1 +320 1 4.7386303 0.9144573 0.12901225567066041 1 +321 0 -5.0761285 0.07323244 0.10972055234035176 0 +322 0 -5.0761285 0.07323244 0.10972055234035176 0 +323 1 4.499621 0.9046342 0.14459359190400889 1 +324 0 -5.0761285 0.07323244 0.10972055234035176 0 +325 0 -4.7154293 0.08645452 0.13045153809658885 0 +326 1 3.2507527 0.8355353 0.25922733477407855 1 +327 0 -5.0761285 0.07323244 0.10972055234035176 0 +328 1 4.439161 0.9019941 0.1488100834936541 1 +329 1 4.6490235 0.9108868 0.13465628170308402 1 +330 1 4.741258 0.91456 0.12885024183892504 1 +331 0 -5.0761285 0.07323244 0.10972055234035176 0 +332 0 -5.0761285 0.07323244 0.10972055234035176 0 +333 1 4.499621 0.9046342 0.14459359190400889 1 +334 1 4.815842 0.9174293 0.12433106730937887 1 +335 0 -5.0761285 0.07323244 0.10972055234035176 0 +336 1 4.0391927 0.88283926 0.17977730290740648 1 +337 0 -5.0761285 0.07323244 0.10972055234035176 0 +338 0 -5.010743 0.07548247 0.113227424043744 0 +339 1 4.786525 0.9163121 0.12608902683416012 1 +340 1 4.3250437 0.8968331 0.15708853425024635 1 +341 0 -5.0761285 0.07323244 0.10972055234035176 0 +342 0 -5.0761285 0.07323244 0.10972055234035176 0 +343 0 -5.0761285 0.07323244 0.10972055234035176 0 +344 1 4.7386303 0.9144573 0.12901225567066041 1 +345 0 -5.0761285 0.07323244 0.10972055234035176 0 +346 0 -4.7154293 0.08645452 0.13045153809658885 0 +347 0 -4.650044 0.08907174 0.13459066064118136 0 +348 1 0.5261746 0.56539506 0.82266882399669505 1 +349 1 2.8396728 0.80531275 0.31237891516767763 1 +350 0 -4.9989905 0.07589357 0.11386908286135994 0 +351 0 -5.0761285 0.07323244 0.10972055234035176 0 +352 0 -0.7179301 0.41121012 0.76417521935094335 0 +353 1 4.0098753 0.8813145 0.18227112705169823 1 +354 0 -5.0761285 0.07323244 0.10972055234035176 0 +355 0 -5.0761285 0.07323244 0.10972055234035176 0 +356 1 0.559821 0.5695243 0.81217072584944128 1 +357 1 4.7952967 0.9166478 0.12556058848393764 1 +358 1 4.7744827 0.9158492 0.12681801138899773 1 +359 1 3.9733293 0.8793898 0.18542525910525789 1 +360 1 4.8044634 0.9169973 0.12501058768284209 1 +361 1 4.392535 0.89991385 0.15214120212402907 1 +362 0 -4.851969 0.081212595 0.12219701507652811 0 +363 0 -1.911443 0.27773565 0.4694011333214208 0 +364 0 -5.0761285 0.07323244 0.10972055234035176 0 +365 0 -5.0761285 0.07323244 0.10972055234035176 0 +366 1 4.8044634 0.9169973 0.12501058768284209 1 +367 1 4.8044634 0.9169973 0.12501058768284209 1 +368 0 -5.0914817 0.072713144 0.10891238976653936 0 +369 0 -5.0914817 0.072713144 0.10891238976653936 0 +370 0 -4.2414637 0.107098065 0.16342635863928034 0 +371 0 -5.0914817 0.072713144 0.10891238976653936 0 +372 0 -5.0761285 0.07323244 0.10972055234035176 0 +373 0 -5.0761285 0.07323244 0.10972055234035176 0 +374 0 -5.0761285 0.07323244 0.10972055234035176 0 +375 0 -5.0761285 0.07323244 0.10972055234035176 0 +376 0 -5.0761285 0.07323244 0.10972055234035176 0 +377 0 -5.010743 0.07548247 0.113227424043744 0 +378 0 -4.9989905 0.07589357 0.11386908286135994 0 +379 0 -1.8548568 0.28344673 0.48085413194022297 0 +380 0 -5.0761285 0.07323244 0.10972055234035176 0 +381 1 4.487884 0.9041267 0.14540312971683114 1 +382 0 -5.0761285 0.07323244 0.10972055234035176 0 +383 0 -5.0761285 0.07323244 0.10972055234035176 0 +384 0 -5.0761285 0.07323244 0.10972055234035176 0 +385 0 -4.900737 0.07941161 0.11937184826455274 0 +386 1 4.72658 0.91398484 0.12975786662642738 1 +387 0 -3.7893326 0.13071333 0.20209607085898737 0 +388 0 -5.0761285 0.07323244 0.10972055234035176 0 +389 0 -5.0761285 0.07323244 0.10972055234035176 0 +390 0 -5.0761285 0.07323244 0.10972055234035176 0 +391 1 4.7832546 0.91618663 0.12628658412293609 1 +392 0 -5.0761285 0.07323244 0.10972055234035176 0 +393 0 -5.010743 0.07548247 0.113227424043744 0 +394 0 -5.0914817 0.072713144 0.10891238976653936 0 +395 0 -5.0761285 0.07323244 0.10972055234035176 0 +396 0 -5.0761285 0.07323244 0.10972055234035176 0 +397 0 -5.0761285 0.07323244 0.10972055234035176 0 +398 0 -5.0761285 0.07323244 0.10972055234035176 0 +399 0 -5.0914817 0.072713144 0.10891238976653936 0 +400 1 4.8044634 0.9169973 0.12501058768284209 1 +401 0 -5.0761285 0.07323244 0.10972055234035176 0 +402 0 -4.200338 0.109080404 0.1666328581441715 0 +403 0 -4.773958 0.08417101 0.12684986475407567 0 +404 0 -4.9989905 0.07589357 0.11386908286135994 0 +405 0 -5.0761285 0.07323244 0.10972055234035176 0 +406 0 -5.0761285 0.07323244 0.10972055234035176 0 +407 0 -5.0761285 0.07323244 0.10972055234035176 0 +408 0 -4.0946927 0.11432079 0.1751438444176866 0 +409 0 -5.0761285 0.07323244 0.10972055234035176 0 +410 0 -5.0761285 0.07323244 0.10972055234035176 0 +411 0 -5.010743 0.07548247 0.113227424043744 0 +412 1 4.7952967 0.9166478 0.12556058848393764 1 +413 0 -5.0761285 0.07323244 0.10972055234035176 0 +414 1 4.7952967 0.9166478 0.12556058848393764 1 +415 0 -2.0102425 0.26793572 0.44995776886125805 0 +416 1 4.557193 0.9070888 0.14068427801573183 1 +417 0 -5.0761285 0.07323244 0.10972055234035176 0 +418 0 -5.0761285 0.07323244 0.10972055234035176 0 +419 0 -5.007758 0.07558669 0.11339006488435412 0 +420 0 -4.1139975 0.113347106 0.17355866415253357 0 +421 1 4.557193 0.9070888 0.14068427801573183 1 +422 0 -2.8846428 0.19118612 0.30612033078376838 0 +423 0 -5.0914817 0.072713144 0.10891238976653936 0 +424 0 -5.0761285 0.07323244 0.10972055234035176 0 +425 1 4.7832546 0.91618663 0.12628658412293609 1 +426 0 -3.7073827 0.13544007 0.20996211618061741 0 +427 1 4.9059978 0.9207805 0.11907084551631163 1 +428 0 -5.0761285 0.07323244 0.10972055234035176 0 +429 0 -5.0761285 0.07323244 0.10972055234035176 0 +430 0 -5.1793127 0.0698071 0.1043981626590605 0 +431 0 -4.9989905 0.07589357 0.11386908286135994 0 +432 0 -5.0761285 0.07323244 0.10972055234035176 0 +433 0 -4.9989905 0.07589357 0.11386908286135994 0 +434 0 0.9456181 0.6160484 1.3810036186826815 1 +435 1 3.9686391 0.87914085 0.18583376579047459 1 +436 1 4.1302223 0.88746566 0.17223680542261119 1 +437 0 -5.0761285 0.07323244 0.10972055234035176 0 +438 0 -5.0914817 0.072713144 0.10891238976653936 0 +439 0 -5.0761285 0.07323244 0.10972055234035176 0 +440 1 4.6595745 0.91131413 0.13397965838996606 1 +441 0 -3.1760187 0.16966414 0.26823309693998326 0 +442 0 -4.4558043 0.097272694 0.14763784788597417 0 +443 0 -5.0761285 0.07323244 0.10972055234035176 0 +444 0 -4.9989905 0.07589357 0.11386908286135994 0 +445 0 -5.0761285 0.07323244 0.10972055234035176 0 +446 0 -5.0761285 0.07323244 0.10972055234035176 0 +447 0 -5.0761285 0.07323244 0.10972055234035176 0 +448 0 -5.010743 0.07548247 0.113227424043744 0 +449 1 4.8044634 0.9169973 0.12501058768284209 1 +450 0 -4.933605 0.07821846 0.11750321909486164 0 +451 0 -5.0761285 0.07323244 0.10972055234035176 0 +452 0 -4.9989905 0.07589357 0.11386908286135994 0 +453 1 4.8044634 0.9169973 0.12501058768284209 1 +454 0 -5.007758 0.07558669 0.11339006488435412 0 +455 1 2.3680723 0.76567274 0.38520019421405427 1 +456 1 4.7952967 0.9166478 0.12556058848393764 1 +457 1 4.7832546 0.91618663 0.12628658412293609 1 +458 0 -5.0761285 0.07323244 0.10972055234035176 0 +459 0 -5.0914817 0.072713144 0.10891238976653936 0 +460 0 -4.9989905 0.07589357 0.11386908286135994 0 +461 0 -3.8015914 0.13001844 0.20094327750983607 0 +462 0 -3.6754587 0.13732006 0.21310267992353926 0 +463 0 -5.0761285 0.07323244 0.10972055234035176 0 +464 0 -5.0761285 0.07323244 0.10972055234035176 0 +465 1 4.7832546 0.91618663 0.12628658412293609 1 +466 1 4.7952967 0.9166478 0.12556058848393764 1 +467 1 4.664341 0.9115066 0.13367500309683969 1 +468 0 -5.0761285 0.07323244 0.10972055234035176 0 +469 0 -5.0761285 0.07323244 0.10972055234035176 0 +470 0 -5.010743 0.07548247 0.113227424043744 0 +471 0 -3.6754587 0.13732006 0.21310267992353926 0 +472 0 -3.6754587 0.13732006 0.21310267992353926 0 +473 0 -5.0761285 0.07323244 0.10972055234035176 0 +474 0 -5.0761285 0.07323244 0.10972055234035176 0 +475 0 -5.0761285 0.07323244 0.10972055234035176 0 +476 0 -5.0761285 0.07323244 0.10972055234035176 0 +477 0 -5.0761285 0.07323244 0.10972055234035176 0 +478 0 -5.0761285 0.07323244 0.10972055234035176 0 +479 1 4.8044634 0.9169973 0.12501058768284209 1 +480 0 -5.010743 0.07548247 0.113227424043744 0 +481 0 -3.894597 0.124848224 0.19239485260208555 0 +482 1 4.7832546 0.91618663 0.12628658412293609 1 +483 1 4.7832546 0.91618663 0.12628658412293609 1 +484 0 -5.0761285 0.07323244 0.10972055234035176 0 +485 0 -4.390419 0.100181505 0.15229407443703868 0 +486 0 -5.010743 0.07548247 0.113227424043744 0 +487 1 4.557193 0.9070888 0.14068427801573183 1 +488 1 3.308231 0.8394465 0.25248973902176614 1 +489 1 0.37821773 0.54713684 0.87002638742358784 1 +490 0 -5.0761285 0.07323244 0.10972055234035176 0 +491 1 4.426237 0.90142137 0.14972644545711999 1 +492 0 -5.010743 0.07548247 0.113227424043744 0 +493 1 4.8044634 0.9169973 0.12501058768284209 1 +494 0 -1.6300408 0.3068217 0.52870161150110373 0 +495 0 -5.010743 0.07548247 0.113227424043744 0 +496 0 -5.010743 0.07548247 0.113227424043744 0 +497 0 -5.0761285 0.07323244 0.10972055234035176 0 +498 0 -5.0761285 0.07323244 0.10972055234035176 0 +499 0 -5.0761285 0.07323244 0.10972055234035176 0 +500 0 -3.6754587 0.13732006 0.21310267992353926 0 +501 0 -5.0761285 0.07323244 0.10972055234035176 0 +502 0 -5.0761285 0.07323244 0.10972055234035176 0 +503 0 -5.0761285 0.07323244 0.10972055234035176 0 +504 0 -5.0761285 0.07323244 0.10972055234035176 0 +505 0 -5.286334 0.066411406 0.09914115937142029 0 +506 1 4.5357785 0.90618247 0.14212651582633365 1 +507 0 -4.773958 0.08417101 0.12684986475407567 0 +508 0 -5.0761285 0.07323244 0.10972055234035176 0 +509 0 -5.0761285 0.07323244 0.10972055234035176 0 +510 0 -5.0761285 0.07323244 0.10972055234035176 0 +511 0 -5.0761285 0.07323244 0.10972055234035176 0 +512 0 -5.0761285 0.07323244 0.10972055234035176 0 +513 0 -5.010743 0.07548247 0.113227424043744 0 +514 1 4.8044634 0.9169973 0.12501058768284209 1 +515 1 4.8044634 0.9169973 0.12501058768284209 1 +516 0 -5.010743 0.07548247 0.113227424043744 0 +517 0 -5.010743 0.07548247 0.113227424043744 0 +518 0 -5.0761285 0.07323244 0.10972055234035176 0 +519 1 4.426237 0.90142137 0.14972644545711999 1 +520 0 -5.0761285 0.07323244 0.10972055234035176 0 +521 0 -5.0761285 0.07323244 0.10972055234035176 0 +522 1 3.6033542 0.85835296 0.22035708152814584 1 +523 1 4.7952967 0.9166478 0.12556058848393764 1 +524 0 -5.0761285 0.07323244 0.10972055234035176 0 +525 0 -5.0761285 0.07323244 0.10972055234035176 0 +526 0 -5.0761285 0.07323244 0.10972055234035176 0 +527 0 -5.0761285 0.07323244 0.10972055234035176 0 +528 0 -4.924096 0.078561954 0.1180409274277399 0 +529 0 -5.010743 0.07548247 0.113227424043744 0 +530 1 3.769311 0.8681449 0.20399218645044023 1 +531 0 -5.0761285 0.07323244 0.10972055234035176 0 +532 0 -5.010743 0.07548247 0.113227424043744 0 +533 0 -5.0761285 0.07323244 0.10972055234035176 0 +534 0 -5.0761285 0.07323244 0.10972055234035176 0 +535 0 -4.959052 0.077306 0.11607582330027286 0 +536 0 -5.0761285 0.07323244 0.10972055234035176 0 +537 0 -5.0761285 0.07323244 0.10972055234035176 0 +538 0 -5.0761285 0.07323244 0.10972055234035176 0 +539 0 -3.6754587 0.13732006 0.21310267992353926 0 +540 0 -5.0761285 0.07323244 0.10972055234035176 0 +541 0 -5.0761285 0.07323244 0.10972055234035176 0 +542 0 -4.520039 0.094488695 0.1431954424640362 0 +543 0 -5.0761285 0.07323244 0.10972055234035176 0 +544 0 -5.0914817 0.072713144 0.10891238976653936 0 +545 0 -5.0761285 0.07323244 0.10972055234035176 0 +546 1 4.8044634 0.9169973 0.12501058768284209 1 +547 0 -5.010743 0.07548247 0.113227424043744 0 +548 0 -5.010743 0.07548247 0.113227424043744 0 +549 1 4.487884 0.9041267 0.14540312971683114 1 +550 0 -5.0761285 0.07323244 0.10972055234035176 0 +551 0 -5.0761285 0.07323244 0.10972055234035176 0 +552 0 -5.0761285 0.07323244 0.10972055234035176 0 +553 0 -3.092415 0.1756347 0.27864431096868902 0 +554 0 -5.0761285 0.07323244 0.10972055234035176 0 +555 0 -3.3367739 0.15863936 0.24920376043482986 0 +556 0 -5.010743 0.07548247 0.113227424043744 0 +557 0 -4.9989905 0.07589357 0.11386908286135994 0 +558 0 -5.0761285 0.07323244 0.10972055234035176 0 +559 0 -5.0761285 0.07323244 0.10972055234035176 0 +560 0 -5.0761285 0.07323244 0.10972055234035176 0 +561 0 -5.0761285 0.07323244 0.10972055234035176 0 +562 0 -5.0761285 0.07323244 0.10972055234035176 0 +563 0 -5.0761285 0.07323244 0.10972055234035176 0 +564 0 -5.0761285 0.07323244 0.10972055234035176 0 +565 1 4.8044634 0.9169973 0.12501058768284209 1 +566 0 -5.0761285 0.07323244 0.10972055234035176 0 +567 0 -3.7433827 0.13334614 0.20647219685893867 0 +568 1 2.7074769 0.79474014 0.33144488151633611 1 +569 1 4.7952967 0.9166478 0.12556058848393764 1 +570 1 4.669914 0.91173106 0.13331976324988895 1 +571 1 4.7832546 0.91618663 0.12628658412293609 1 +572 0 -5.0761285 0.07323244 0.10972055234035176 0 +573 0 -5.0761285 0.07323244 0.10972055234035176 0 +574 1 4.9059978 0.9207805 0.11907084551631163 1 +575 0 -5.0761285 0.07323244 0.10972055234035176 0 +576 0 -5.0761285 0.07323244 0.10972055234035176 0 +577 0 -5.0761285 0.07323244 0.10972055234035176 0 +578 0 -5.0761285 0.07323244 0.10972055234035176 0 +579 0 -5.0761285 0.07323244 0.10972055234035176 0 +580 0 -5.0761285 0.07323244 0.10972055234035176 0 +581 1 4.8044634 0.9169973 0.12501058768284209 1 +582 1 4.8740277 0.9196066 0.12091123375554036 1 +583 0 -5.0761285 0.07323244 0.10972055234035176 0 +584 0 -4.9989905 0.07589357 0.11386908286135994 0 +585 0 -5.0761285 0.07323244 0.10972055234035176 0 +586 1 4.7832546 0.91618663 0.12628658412293609 1 +587 0 -5.0761285 0.07323244 0.10972055234035176 0 +588 1 4.2052093 0.8911561 0.16624996690026386 1 +589 0 -5.0761285 0.07323244 0.10972055234035176 0 +590 1 2.7159045 0.79542667 0.33019916547775757 1 +591 1 4.8044634 0.9169973 0.12501058768284209 1 +592 1 4.888903 0.92015475 0.12005158286579273 1 +593 0 -5.0761285 0.07323244 0.10972055234035176 0 +594 1 4.595625 0.9086957 0.13813084644974655 1 +595 0 -5.0761285 0.07323244 0.10972055234035176 0 +596 0 -5.0761285 0.07323244 0.10972055234035176 0 +597 0 -4.959052 0.077306 0.11607582330027286 0 +598 0 -5.0761285 0.07323244 0.10972055234035176 0 +599 0 -4.7266226 0.08601352 0.12975526755898784 0 +600 0 -5.0761285 0.07323244 0.10972055234035176 0 +601 0 -5.010743 0.07548247 0.113227424043744 0 +602 0 -5.0761285 0.07323244 0.10972055234035176 0 +603 1 0.5261746 0.56539506 0.82266882399669505 1 +604 1 2.6057272 0.7863165 0.346817941075166 1 +605 1 4.5445504 0.9065547 0.14153402415718477 1 +606 0 -5.0761285 0.07323244 0.10972055234035176 0 +607 0 -5.0761285 0.07323244 0.10972055234035176 0 +608 1 4.5663595 0.9074744 0.14007115207108831 1 +609 0 -5.0761285 0.07323244 0.10972055234035176 0 +610 1 4.6595745 0.91131413 0.13397965838996606 1 +611 1 4.1084776 0.88637525 0.17401049944650465 1 +612 1 4.7832546 0.91618663 0.12628658412293609 1 +613 0 -5.286334 0.066411406 0.09914115937142029 0 +614 0 -5.010743 0.07548247 0.113227424043744 0 +615 0 -5.0914817 0.072713144 0.10891238976653936 0 +616 0 -5.0761285 0.07323244 0.10972055234035176 0 +617 0 -5.010743 0.07548247 0.113227424043744 0 +618 0 -5.0761285 0.07323244 0.10972055234035176 0 +619 0 -5.0761285 0.07323244 0.10972055234035176 0 +620 0 -5.0761285 0.07323244 0.10972055234035176 0 +621 0 -1.2250642 0.35148183 0.62478108794856824 0 +622 0 -1.7383687 0.29542404 0.50517285216094254 0 +623 0 -5.0761285 0.07323244 0.10972055234035176 0 +624 0 -5.010743 0.07548247 0.113227424043744 0 +625 0 -2.7725816 0.20000057 0.3219291214091749 0 +626 1 4.1987033 0.8908402 0.16676147642731443 1 +627 0 -3.8015914 0.13001844 0.20094327750983607 0 +628 0 -5.0761285 0.07323244 0.10972055234035176 0 +629 0 -5.0761285 0.07323244 0.10972055234035176 0 +630 0 -4.924096 0.078561954 0.1180409274277399 0 +631 0 -5.0761285 0.07323244 0.10972055234035176 0 +632 0 -5.0761285 0.07323244 0.10972055234035176 0 +633 1 4.7265882 0.91398513 0.12975739620663426 1 +634 0 -5.0761285 0.07323244 0.10972055234035176 0 +635 0 -4.7266226 0.08601352 0.12975526755898784 0 +636 1 4.237419 0.8927084 0.16373906021739526 1 +637 0 -3.9427125 0.122243285 0.18810696715165007 0 +638 0 -5.0761285 0.07323244 0.10972055234035176 0 +639 0 -4.9989905 0.07589357 0.11386908286135994 0 +640 0 -4.9989905 0.07589357 0.11386908286135994 0 +641 0 -5.0761285 0.07323244 0.10972055234035176 0 +642 0 -5.0761285 0.07323244 0.10972055234035176 0 +643 0 -5.0761285 0.07323244 0.10972055234035176 0 +644 0 -5.0761285 0.07323244 0.10972055234035176 0 +645 0 -5.0761285 0.07323244 0.10972055234035176 0 +646 0 -5.0761285 0.07323244 0.10972055234035176 0 +647 0 -4.9989905 0.07589357 0.11386908286135994 0 +648 1 4.1084776 0.88637525 0.17401049944650465 1 +649 0 -5.0761285 0.07323244 0.10972055234035176 0 +650 0 -4.52534 0.09426216 0.1428345635822581 0 +651 0 -4.9989905 0.07589357 0.11386908286135994 0 +652 0 -5.0761285 0.07323244 0.10972055234035176 0 +653 0 -5.0761285 0.07323244 0.10972055234035176 0 +654 0 -5.0761285 0.07323244 0.10972055234035176 0 +655 0 -5.0761285 0.07323244 0.10972055234035176 0 +656 0 -5.0761285 0.07323244 0.10972055234035176 0 +657 0 -0.41393924 0.4484415 0.85841419846703981 0 +658 1 4.557193 0.9070888 0.14068427801573183 1 +659 0 -5.0761285 0.07323244 0.10972055234035176 0 +660 0 -5.0761285 0.07323244 0.10972055234035176 0 +661 0 -5.0761285 0.07323244 0.10972055234035176 0 +662 0 -5.0914817 0.072713144 0.10891238976653936 0 +663 0 -5.0914817 0.072713144 0.10891238976653936 0 +664 0 -4.9989905 0.07589357 0.11386908286135994 0 +665 0 -5.0761285 0.07323244 0.10972055234035176 0 +666 0 -5.0761285 0.07323244 0.10972055234035176 0 +667 0 -5.0761285 0.07323244 0.10972055234035176 0 +668 1 2.608708 0.78656685 0.34635870350254577 1 +669 1 4.3388257 0.8974689 0.15606610939300475 1 +670 1 3.872352 0.8739314 0.19440804322186586 1 +671 0 -5.0761285 0.07323244 0.10972055234035176 0 +672 0 -5.0761285 0.07323244 0.10972055234035176 0 +673 0 -4.2414637 0.107098065 0.16342635863928034 0 +674 0 -5.0761285 0.07323244 0.10972055234035176 0 +675 0 -4.7266226 0.08601352 0.12975526755898784 0 +676 0 -5.0761285 0.07323244 0.10972055234035176 0 +677 0 -5.0761285 0.07323244 0.10972055234035176 0 +678 0 -5.0761285 0.07323244 0.10972055234035176 0 +679 0 -5.0761285 0.07323244 0.10972055234035176 0 +680 1 4.7832546 0.91618663 0.12628658412293609 1 +681 1 4.8044634 0.9169973 0.12501058768284209 1 +682 0 -5.0761285 0.07323244 0.10972055234035176 0 +683 0 -5.0761285 0.07323244 0.10972055234035176 0 +684 0 -5.0761285 0.07323244 0.10972055234035176 0 +685 0 -5.0761285 0.07323244 0.10972055234035176 0 +686 0 -5.0761285 0.07323244 0.10972055234035176 0 +687 0 -4.7154293 0.08645452 0.13045153809658885 0 +688 0 -5.0761285 0.07323244 0.10972055234035176 0 +689 0 -5.0761285 0.07323244 0.10972055234035176 0 +690 0 -4.9989905 0.07589357 0.11386908286135994 0 +691 1 2.3992732 0.76846015 0.37995763828606521 1 +692 0 -5.0761285 0.07323244 0.10972055234035176 0 +693 0 -5.0761285 0.07323244 0.10972055234035176 0 +694 0 -5.0761285 0.07323244 0.10972055234035176 0 +695 0 -5.0761285 0.07323244 0.10972055234035176 0 +696 1 4.4083905 0.9006256 0.15100063008090239 1 +697 1 4.1987033 0.8908402 0.16676147642731443 1 +698 1 4.1987033 0.8908402 0.16676147642731443 1 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-out.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-out.txt index b42d247575..82ceea9ffd 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-out.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-out.txt @@ -12,42 +12,42 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 128 | 6 | 0.9552 - negative || 10 | 218 | 0.9561 + positive || 125 | 9 | 0.9328 + negative || 11 | 217 | 0.9518 ||====================== -Precision || 0.9275 | 0.9732 | -OVERALL 0/1 ACCURACY: 0.955801 -LOG LOSS/instance: 0.229627 +Precision || 0.9191 | 0.9602 | +OVERALL 0/1 ACCURACY: 0.944751 +LOG LOSS/instance: 0.234786 Test-set entropy (prior Log-Loss/instance): 0.950799 -LOG-LOSS REDUCTION (RIG): 0.758491 -AUC: 0.983454 +LOG-LOSS REDUCTION (RIG): 0.753065 +AUC: 0.984600 TEST POSITIVE RATIO: 0.3175 (107.0/(107.0+230.0)) Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 98 | 9 | 0.9159 - negative || 6 | 224 | 0.9739 + positive || 96 | 11 | 0.8972 + negative || 4 | 226 | 0.9826 ||====================== -Precision || 0.9423 | 0.9614 | +Precision || 0.9600 | 0.9536 | OVERALL 0/1 ACCURACY: 0.955490 -LOG LOSS/instance: 0.204575 +LOG LOSS/instance: 0.214888 Test-set entropy (prior Log-Loss/instance): 0.901650 -LOG-LOSS REDUCTION (RIG): 0.773110 -AUC: 0.994413 +LOG-LOSS REDUCTION (RIG): 0.761673 +AUC: 0.993946 OVERALL RESULTS --------------------------------------- -AUC: 0.988934 (0.0055) -Accuracy: 0.955645 (0.0002) -Positive precision: 0.934922 (0.0074) -Positive recall: 0.935556 (0.0197) -Negative precision: 0.967294 (0.0059) -Negative recall: 0.965027 (0.0089) -Log-loss: 0.217101 (0.0125) -Log-loss reduction: 0.765801 (0.0073) -F1 Score: 0.935043 (0.0061) -AUPRC: 0.968500 (0.0192) +AUC: 0.989273 (0.0047) +Accuracy: 0.950120 (0.0054) +Positive precision: 0.939559 (0.0204) +Positive recall: 0.915016 (0.0178) +Negative precision: 0.956882 (0.0033) +Negative recall: 0.967182 (0.0154) +Log-loss: 0.224837 (0.0099) +Log-loss reduction: 0.757369 (0.0043) +F1 Score: 0.926731 (0.0008) +AUPRC: 0.963462 (0.0233) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-rp.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-rp.txt index 306b3b0573..34d8b02b46 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-rp.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss-rp.txt @@ -1,4 +1,4 @@ LightGBM AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /iter /lr /nl /mil /booster /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.988934 0.955645 0.934922 0.935556 0.967294 0.965027 0.217101 0.765801 0.935043 0.9685 10 0.2 20 10 goss + 1 LightGBM %Data% %Output% 99 0 0 maml.exe CV tr=LightGBM{nt=1 iter=10 v=+ booster=goss lr=0.2 mil=10 nl=20} threads=- cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:goss;/v:+;/nt:1 +0.989273 0.95012 0.939559 0.915016 0.956882 0.967182 0.224837 0.757369 0.926731 0.963462 10 0.2 20 10 goss + 1 LightGBM %Data% %Output% 99 0 0 maml.exe CV tr=LightGBM{nt=1 iter=10 v=+ booster=goss lr=0.2 mil=10 nl=20} threads=- cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:goss;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss.txt index 4b8e839bdc..bae1a19358 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-CV-breast-cancer.goss.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -5 1 4.700553 0.9129562 0.13138248224377611 1 -6 0 -3.39133358 0.155032054 0.24303148063121902 0 -8 0 -6.31203127 0.0408548974 0.060179007445904216 0 -9 0 -5.91811275 0.0493102223 0.072953446905076574 0 -10 0 -5.995644 0.0475243628 0.070245903639795312 0 -11 0 -6.31203127 0.0408548974 0.060179007445904216 0 -18 1 3.85573578 0.873013258 0.19592453143670172 1 -20 1 0.880324244 0.608297646 0.71715067352273187 1 -21 1 5.195566 0.9307188 0.10358277738969743 1 -25 1 1.57004356 0.686761439 0.542119059546466 1 -28 0 -6.31203127 0.0408548974 0.060179007445904216 0 -31 0 -6.271646 0.04165354 0.061380783619021072 0 -32 1 5.2047 0.9310127 0.10312726247130925 1 -35 0 -6.31203127 0.0408548974 0.060179007445904216 0 -37 0 -2.24979281 0.245104179 0.40565053467314738 0 -40 0 3.51235771 0.852730453 2.7634689602025015 1 -41 1 4.59553671 0.908692062 0.1381366189887365 1 -44 1 3.51235771 0.852730453 0.22983831530660198 1 -45 0 -6.31203127 0.0408548974 0.060179007445904216 0 -46 1 3.40221977 0.845679641 0.24181684785746105 1 -48 0 -6.06764 0.0459211767 0.06781963229727149 0 -50 1 -0.6285578 0.422070652 1.2444435767276092 0 -51 1 1.52638125 0.682046056 0.5520589330252279 1 -52 1 4.52410746 0.9056852 0.14291843420334771 1 -54 1 4.25467539 0.893532 0.16240873286793311 1 -56 1 3.61826468 0.859257 0.21883842409447637 1 -60 1 2.58479786 0.784552932 0.3500573094550446 1 -63 1 0.4146918 0.551651537 0.85817084959343493 1 -64 0 -6.31203127 0.0408548974 0.060179007445904216 0 -66 0 -6.06764 0.0459211767 0.06781963229727149 0 -68 1 4.594845 0.908663332 0.13818223232225393 1 -69 0 -6.271646 0.04165354 0.061380783619021072 0 -70 0 -5.756738 0.0532332733 0.078919090238440598 0 -71 1 0.717455268 0.5887324 0.76431601606904176 1 -72 0 -0.2389437 0.470167518 0.9163918014414979 0 -73 1 5.01394224 0.9246291 0.11305333913140714 1 -74 1 1.1784116 0.6431829 0.63669910304663613 1 -76 0 -5.489052 0.0603965521 0.089876087497788151 0 -77 0 -4.807847 0.082874 0.12480814189247245 0 -79 0 -6.31203127 0.0408548974 0.060179007445904216 0 -82 0 -5.524759 0.0593913049 0.088333426107405716 0 -88 0 -6.06764 0.0459211767 0.06781963229727149 0 -90 0 -6.271646 0.04165354 0.061380783619021072 0 -91 0 -6.31203127 0.0408548974 0.060179007445904216 0 -92 0 -6.06764 0.0459211767 0.06781963229727149 0 -93 0 -6.31203127 0.0408548974 0.060179007445904216 0 -95 0 -6.271646 0.04165354 0.061380783619021072 0 -96 0 -6.31203127 0.0408548974 0.060179007445904216 0 -97 0 -6.06764 0.0459211767 0.06781963229727149 0 -98 1 2.40412641 0.768891633 0.37914781554234428 1 -99 1 4.978251 0.923375964 0.11500991592401408 1 -100 1 4.158404 0.888865232 0.16996339708004041 1 -102 0 -6.06764 0.0459211767 0.06781963229727149 0 -104 1 3.51235771 0.852730453 0.22983831530660198 1 -105 1 0.0493420959 0.5061675 0.98231329851155125 1 -106 1 3.85573578 0.873013258 0.19592453143670172 1 -108 0 -5.191827 0.06940189 0.1037698378946115 0 -109 1 5.195566 0.9307188 0.10358277738969743 1 -111 1 2.7021625 0.794306338 0.33223258016529933 1 -112 1 4.780119 0.91606617 0.12647628334883243 1 -113 1 4.11891174 0.8868996 0.17315731448581836 1 -115 0 -3.39133358 0.155032054 0.24303148063121902 0 -117 1 4.33210373 0.8971593 0.15656395617745125 1 -120 0 -6.271646 0.04165354 0.061380783619021072 0 -121 0 -5.877728 0.0502654761 0.074403796800008415 0 -122 1 4.700553 0.9129562 0.13138248224377611 1 -123 1 4.957058 0.922622859 0.11618705693102671 1 -125 0 -6.31203127 0.0408548974 0.060179007445904216 0 -128 1 2.35143447 0.7641769 0.38802143745569434 1 -129 0 -6.31203127 0.0408548974 0.060179007445904216 0 -131 0 -6.271646 0.04165354 0.061380783619021072 0 -132 1 3.248484 0.8353793 0.2594966953992191 1 -133 0 -6.31203127 0.0408548974 0.060179007445904216 0 -137 0 -6.31203127 0.0408548974 0.060179007445904216 0 -138 0 -6.108025 0.0450445563 0.066494673356869594 0 -141 0 -6.31203127 0.0408548974 0.060179007445904216 0 -144 0 -6.31203127 0.0408548974 0.060179007445904216 0 -145 0 -5.553208 0.05860163 0.087122738287174872 0 -147 0 -6.31203127 0.0408548974 0.060179007445904216 0 -150 0 -5.995644 0.0475243628 0.070245903639795312 0 -151 1 3.78706741 0.8691579 0.20230978231469449 1 -152 1 4.61900139 0.9096608 0.13659938475735428 1 -154 0 -6.31203127 0.0408548974 0.060179007445904216 0 -156 0 -6.122119 0.044742398 0.066038261146767127 0 -161 0 -6.06764 0.0459211767 0.06781963229727149 0 -164 0 -5.369035 0.0638931543 0.095254888778596031 0 -167 1 0.874674737 0.6076244 0.71874826296344696 1 -169 0 -6.036029 0.0466186441 0.068874682279254404 0 -171 0 -6.271646 0.04165354 0.061380783619021072 0 -173 1 4.700553 0.9129562 0.13138248224377611 1 -174 1 4.25467539 0.893532 0.16240873286793311 1 -176 0 -6.271646 0.04165354 0.061380783619021072 0 -177 1 3.51235771 0.852730453 0.22983831530660198 1 -179 1 1.84904552 0.715962768 0.4820435302945234 1 -180 0 -5.995644 0.0475243628 0.070245903639795312 0 -181 0 -6.31203127 0.0408548974 0.060179007445904216 0 -183 1 4.61900139 0.9096608 0.13659938475735428 1 -187 1 5.05980253 0.9262116 0.11058627617816229 1 -188 1 4.83631659 0.9182015 0.12311729636374207 1 -189 0 -4.204292 0.108888425 0.16632201362486804 0 -191 1 4.8781786 0.9197599 0.12067074912903156 1 -192 0 -6.108025 0.0450445563 0.066494673356869594 0 -196 0 5.195566 0.9307188 3.8513918454260874 1 -198 0 -6.31203127 0.0408548974 0.060179007445904216 0 -199 0 -6.31203127 0.0408548974 0.060179007445904216 0 -201 1 4.11891174 0.8868996 0.17315731448581836 1 -202 0 -6.271646 0.04165354 0.061380783619021072 0 -204 0 -6.271646 0.04165354 0.061380783619021072 0 -205 1 4.700553 0.9129562 0.13138248224377611 1 -206 1 3.85184622 0.8727975 0.19628114351525086 1 -207 0 -5.995644 0.0475243628 0.070245903639795312 0 -209 0 -5.791638 0.0523606353 0.077589965801746291 0 -210 1 4.61900139 0.9096608 0.13659938475735428 1 -211 1 4.61900139 0.9096608 0.13659938475735428 1 -212 0 -6.271646 0.04165354 0.061380783619021072 0 -216 0 -6.31203127 0.0408548974 0.060179007445904216 0 -218 1 4.635125 0.9103212 0.13555245358954895 1 -219 0 -4.22207 0.108028881 0.1649310972006664 0 -223 1 5.12314844 0.92834723 0.10726357698978443 1 -226 1 4.978251 0.923375964 0.11500991592401408 1 -228 0 -5.995644 0.0475243628 0.070245903639795312 0 -233 1 4.07305145 0.884579 0.17693709731878149 1 -237 1 2.21612859 0.751768053 0.41164048752272936 1 -239 1 5.16352463 0.929678559 0.10519611098942819 1 -240 0 -4.188158 0.109673642 0.16759382700157643 0 -241 0 -5.995644 0.0475243628 0.070245903639795312 0 -242 0 -6.271646 0.04165354 0.061380783619021072 0 -244 0 -6.271646 0.04165354 0.061380783619021072 0 -246 1 4.61900139 0.9096608 0.13659938475735428 1 -247 1 4.12241173 0.887075 0.17287199758000396 1 -248 0 -5.01507139 0.07533158 0.11299198310113276 0 -249 0 -5.573041 0.0580569468 0.086288253109448668 0 -250 0 -6.122119 0.044742398 0.066038261146767127 0 -252 0 3.26929474 0.8368053 2.6153337493279705 1 -254 1 3.85184622 0.8727975 0.19628114351525086 1 -257 0 -6.31203127 0.0408548974 0.060179007445904216 0 -258 0 -6.271646 0.04165354 0.061380783619021072 0 -259 0 3.75263071 0.8671873 2.912535216358676 1 -260 1 4.03736 0.882744431 0.17993227964326933 1 -262 1 4.61900139 0.9096608 0.13659938475735428 1 -267 1 2.99961019 0.8175454 0.29062922153549298 1 -268 1 4.051013 0.8834492 0.17878092061947087 1 -269 0 -6.271646 0.04165354 0.061380783619021072 0 -271 0 -6.06764 0.0459211767 0.06781963229727149 0 -272 1 2.99961019 0.8175454 0.29062922153549298 1 -275 0 -5.553208 0.05860163 0.087122738287174872 0 -276 0 -6.31203127 0.0408548974 0.060179007445904216 0 -277 0 -6.31203127 0.0408548974 0.060179007445904216 0 -278 0 -6.271646 0.04165354 0.061380783619021072 0 -279 1 4.12241173 0.887075 0.17287199758000396 1 -280 0 -6.271646 0.04165354 0.061380783619021072 0 -283 1 5.12314844 0.92834723 0.10726357698978443 1 -284 1 3.97751427 0.8796116 0.18506144618564507 1 -285 1 4.700553 0.9129562 0.13138248224377611 1 -288 1 1.24585712 0.65088433 0.61952691243198499 1 -290 0 -6.31203127 0.0408548974 0.060179007445904216 0 -291 0 -6.271646 0.04165354 0.061380783619021072 0 -293 1 2.31544232 0.7609184 0.39418638593198657 1 -296 0 4.741423 0.914566457 3.5490535809717465 1 -297 0 -1.77122152 0.292016447 0.49821224826558347 0 -299 1 -0.267542034 0.466607034 1.0997200384478427 0 -300 1 4.91282272 0.921029031 0.11868146341458159 1 -301 0 -6.271646 0.04165354 0.061380783619021072 0 -303 0 -6.271646 0.04165354 0.061380783619021072 0 -304 1 4.06972 0.884408832 0.1772146630884068 1 -308 1 4.553573 0.906936169 0.14092707928560461 1 -309 0 -0.9403911 0.384569943 0.70033318957092883 0 -311 0 -6.31203127 0.0408548974 0.060179007445904216 0 -312 1 1.25794208 0.652256131 0.61648949452592916 1 -314 0 -6.036029 0.0466186441 0.068874682279254404 0 -316 1 4.555477 0.9070165 0.14079927407022708 1 -317 1 4.700553 0.9129562 0.13138248224377611 1 -319 0 4.33210373 0.8971593 3.2815164565431751 1 -321 0 -5.573041 0.0580569468 0.086288253109448668 0 -323 1 3.25237346 0.83564657 0.2590352003225358 1 -327 0 -6.31203127 0.0408548974 0.060179007445904216 0 -328 1 2.40948129 0.769367039 0.37825607107040482 1 -329 1 4.03736 0.882744431 0.17993227964326933 1 -331 0 -6.06764 0.0459211767 0.06781963229727149 0 -332 0 -5.56514359 0.0582732633 0.086619604863787461 0 -333 1 4.338162 0.8974384 0.15611516770131209 1 -336 1 3.75263071 0.8671873 0.20558443113342892 1 -338 0 -6.036029 0.0466186441 0.068874682279254404 0 -343 0 -6.31203127 0.0408548974 0.060179007445904216 0 -344 1 5.34046364 0.935247064 0.096580563684429799 1 -346 0 -4.512575 0.09480849 0.14370504012918564 0 -347 0 -4.91582441 0.07886187 0.11851058166642311 0 -348 1 0.068029 0.5085028 0.97567242957895151 1 -349 1 2.45687127 0.773544669 0.3704434908635465 1 -350 0 -6.108025 0.0450445563 0.066494673356869594 0 -352 0 2.34656858 0.763738155 2.0815414363776226 1 -353 1 3.40221977 0.845679641 0.24181684785746105 1 -354 0 -6.31203127 0.0408548974 0.060179007445904216 0 -355 0 -6.108025 0.0450445563 0.066494673356869594 0 -358 1 3.59904146 0.8580906 0.2207981491298121 1 -360 1 4.700553 0.9129562 0.13138248224377611 1 -361 1 3.20607734 0.832442641 0.2645772269355019 1 -366 1 4.700553 0.9129562 0.13138248224377611 1 -368 0 -5.96074438 0.04832051 0.071452314748767218 0 -370 0 -5.16081667 0.07041 0.1053335431114313 0 -371 0 -5.96074438 0.04832051 0.071452314748767218 0 -373 0 -6.108025 0.0450445563 0.066494673356869594 0 -376 0 -6.31203127 0.0408548974 0.060179007445904216 0 -377 0 -6.036029 0.0466186441 0.068874682279254404 0 -378 0 -6.31203127 0.0408548974 0.060179007445904216 0 -379 0 -1.48372865 0.3225966 0.56191288734089018 0 -381 1 5.018627 0.9247922 0.11279891114171119 1 -383 0 -6.31203127 0.0408548974 0.060179007445904216 0 -384 0 -6.31203127 0.0408548974 0.060179007445904216 0 -387 0 -2.606584 0.2136115 0.34668586796248929 0 -388 0 -6.31203127 0.0408548974 0.060179007445904216 0 -389 0 -6.108025 0.0450445563 0.066494673356869594 0 -391 1 4.61900139 0.9096608 0.13659938475735428 1 -392 0 -6.31203127 0.0408548974 0.060179007445904216 0 -395 0 -6.31203127 0.0408548974 0.060179007445904216 0 -396 0 -6.271646 0.04165354 0.061380783619021072 0 -398 0 -6.122119 0.044742398 0.066038261146767127 0 -399 0 -5.54762268 0.05875588 0.087359145148984602 0 -404 0 -6.122119 0.044742398 0.066038261146767127 0 -406 0 -5.91811275 0.0493102223 0.072953446905076574 0 -409 0 -6.31203127 0.0408548974 0.060179007445904216 0 -413 0 -6.06764 0.0459211767 0.06781963229727149 0 -414 1 4.978251 0.923375964 0.11500991592401408 1 -415 0 -2.829073 0.195519522 0.31387068250620453 0 -416 1 4.11891174 0.8868996 0.17315731448581836 1 -418 0 -5.524759 0.0593913049 0.088333426107405716 0 -419 0 -4.86226273 0.0808293745 0.12159540124551352 0 -422 0 -1.90698457 0.278183043 0.47029505931638049 0 -423 0 -5.756738 0.0532332733 0.078919090238440598 0 -428 0 -6.31203127 0.0408548974 0.060179007445904216 0 -429 0 -6.31203127 0.0408548974 0.060179007445904216 0 -430 0 -5.36482239 0.06401924 0.095449221458108205 0 -434 0 3.25237346 0.83564657 2.6051265272216164 1 -436 1 -0.0450037867 0.494374752 1.0163230288903091 0 -439 0 -6.108025 0.0450445563 0.066494673356869594 0 -440 1 4.07773638 0.884817958 0.17654742871032289 1 -441 0 -4.395547 0.09995061 0.15192392627027226 0 -442 0 -5.216728 0.0686020553 0.10253039631356597 0 -449 1 5.05980253 0.9262116 0.11058627617816229 1 -450 0 -5.83202267 0.05136772 0.076079131760955626 0 -451 0 -6.108025 0.0450445563 0.066494673356869594 0 -452 0 -6.31203127 0.0408548974 0.060179007445904216 0 -453 1 4.18720627 0.8902799 0.16766912830662281 1 -454 0 -5.36482239 0.06401924 0.095449221458108205 0 -455 1 -2.83676338 0.194915414 2.359079911859276 0 -456 1 5.195566 0.9307188 0.10358277738969743 1 -457 1 4.635125 0.9103212 0.13555245358954895 1 -464 0 -6.108025 0.0450445563 0.066494673356869594 0 -465 1 4.635125 0.9103212 0.13555245358954895 1 -466 1 4.978251 0.923375964 0.11500991592401408 1 -467 1 4.978251 0.923375964 0.11500991592401408 1 -474 0 -6.108025 0.0450445563 0.066494673356869594 0 -480 0 -5.83202267 0.05136772 0.076079131760955626 0 -482 1 4.700553 0.9129562 0.13138248224377611 1 -483 1 4.978251 0.923375964 0.11500991592401408 1 -484 0 -6.108025 0.0450445563 0.066494673356869594 0 -487 1 4.11891174 0.8868996 0.17315731448581836 1 -489 1 -1.68552232 0.300953567 1.7323871786193785 0 -492 0 -5.83202267 0.05136772 0.076079131760955626 0 -493 1 4.700553 0.9129562 0.13138248224377611 1 -495 0 -6.036029 0.0466186441 0.068874682279254404 0 -497 0 -5.91811275 0.0493102223 0.072953446905076574 0 -501 0 -6.108025 0.0450445563 0.066494673356869594 0 -502 0 -6.108025 0.0450445563 0.066494673356869594 0 -504 0 -6.31203127 0.0408548974 0.060179007445904216 0 -507 0 -4.950117 0.07762527 0.11657510203473105 0 -510 0 -6.31203127 0.0408548974 0.060179007445904216 0 -513 0 -6.036029 0.0466186441 0.068874682279254404 0 -514 1 4.978251 0.923375964 0.11500991592401408 1 -517 0 -6.036029 0.0466186441 0.068874682279254404 0 -519 1 3.38301635 0.8444224 0.24396324531529459 1 -520 0 -6.31203127 0.0408548974 0.060179007445904216 0 -521 0 -6.108025 0.0450445563 0.066494673356869594 0 -522 1 5.34046364 0.935247064 0.096580563684429799 1 -523 1 5.12314844 0.92834723 0.10726357698978443 1 -527 0 -6.06764 0.0459211767 0.06781963229727149 0 -528 0 -5.565401 0.0582661964 0.086608778678366291 0 -529 0 -5.83202267 0.05136772 0.076079131760955626 0 -531 0 -5.91811275 0.0493102223 0.072953446905076574 0 -532 0 -5.995644 0.0475243628 0.070245903639795312 0 -533 0 -6.31203127 0.0408548974 0.060179007445904216 0 -534 0 -6.31203127 0.0408548974 0.060179007445904216 0 -535 0 -4.61741352 0.090404436 0.13670287649670551 0 -538 0 -6.108025 0.0450445563 0.066494673356869594 0 -539 0 -5.916688 0.04934363 0.073004145866950282 0 -540 0 -6.108025 0.0450445563 0.066494673356869594 0 -541 0 -6.31203127 0.0408548974 0.060179007445904216 0 -544 0 -5.96074438 0.04832051 0.071452314748767218 0 -546 1 4.61900139 0.9096608 0.13659938475735428 1 -547 0 -6.036029 0.0466186441 0.068874682279254404 0 -548 0 -6.036029 0.0466186441 0.068874682279254404 0 -549 1 4.659378 0.9113062 0.13399220828429143 1 -557 0 -6.108025 0.0450445563 0.066494673356869594 0 -558 0 -6.31203127 0.0408548974 0.060179007445904216 0 -559 0 -6.108025 0.0450445563 0.066494673356869594 0 -560 0 -6.06764 0.0459211767 0.06781963229727149 0 -561 0 -6.06764 0.0459211767 0.06781963229727149 0 -563 0 -6.31203127 0.0408548974 0.060179007445904216 0 -565 1 4.978251 0.923375964 0.11500991592401408 1 -566 0 -6.271646 0.04165354 0.061380783619021072 0 -569 1 4.700553 0.9129562 0.13138248224377611 1 -577 0 -6.31203127 0.0408548974 0.060179007445904216 0 -578 0 -6.31203127 0.0408548974 0.060179007445904216 0 -581 1 5.12314844 0.92834723 0.10726357698978443 1 -582 1 4.83631659 0.9182015 0.12311729636374207 1 -584 0 -6.108025 0.0450445563 0.066494673356869594 0 -586 1 4.700553 0.9129562 0.13138248224377611 1 -590 1 2.96123719 0.814666 0.29571944365064312 1 -593 0 -6.108025 0.0450445563 0.066494673356869594 0 -594 1 3.38301635 0.8444224 0.24396324531529459 1 -600 0 -6.31203127 0.0408548974 0.060179007445904216 0 -602 0 -6.108025 0.0450445563 0.066494673356869594 0 -604 1 -0.094380185 0.488204658 1.034442034739959 0 -606 0 -6.108025 0.0450445563 0.066494673356869594 0 -607 0 -6.31203127 0.0408548974 0.060179007445904216 0 -609 0 -6.108025 0.0450445563 0.066494673356869594 0 -612 1 4.700553 0.9129562 0.13138248224377611 1 -613 0 -5.36482239 0.06401924 0.095449221458108205 0 -614 0 -6.036029 0.0466186441 0.068874682279254404 0 -617 0 -5.337424 0.06484503 0.096722637254322799 0 -618 0 -6.108025 0.0450445563 0.066494673356869594 0 -619 0 -6.108025 0.0450445563 0.066494673356869594 0 -621 0 1.37871337 0.6658238 1.5813191809299321 1 -622 0 -5.916688 0.04934363 0.073004145866950282 0 -624 0 -5.83202267 0.05136772 0.076079131760955626 0 -627 0 -3.39133358 0.155032054 0.24303148063121902 0 -629 0 -6.108025 0.0450445563 0.066494673356869594 0 -633 1 5.1301384 0.9285794 0.10690283444811172 1 -634 0 -6.31203127 0.0408548974 0.060179007445904216 0 -638 0 -6.108025 0.0450445563 0.066494673356869594 0 -639 0 -6.108025 0.0450445563 0.066494673356869594 0 -641 0 -6.31203127 0.0408548974 0.060179007445904216 0 -642 0 -6.31203127 0.0408548974 0.060179007445904216 0 -644 0 -6.31203127 0.0408548974 0.060179007445904216 0 -645 0 -6.31203127 0.0408548974 0.060179007445904216 0 -649 0 -6.31203127 0.0408548974 0.060179007445904216 0 -652 0 -6.108025 0.0450445563 0.066494673356869594 0 -653 0 -6.108025 0.0450445563 0.066494673356869594 0 -654 0 -6.271646 0.04165354 0.061380783619021072 0 -656 0 -6.108025 0.0450445563 0.066494673356869594 0 -657 0 0.6545797 0.5810998 1.2553215501777331 1 -660 0 -6.31203127 0.0408548974 0.060179007445904216 0 -661 0 -6.06764 0.0459211767 0.06781963229727149 0 -665 0 -6.31203127 0.0408548974 0.060179007445904216 0 -668 1 3.6481216 0.8610527 0.21582656914740225 1 -670 1 3.96465755 0.8789292 0.18618114125232504 1 -678 0 -6.31203127 0.0408548974 0.060179007445904216 0 -679 0 -6.31203127 0.0408548974 0.060179007445904216 0 -680 1 4.61900139 0.9096608 0.13659938475735428 1 -681 1 4.61900139 0.9096608 0.13659938475735428 1 -682 0 -6.06764 0.0459211767 0.06781963229727149 0 -683 0 -6.31203127 0.0408548974 0.060179007445904216 0 -685 0 -6.31203127 0.0408548974 0.060179007445904216 0 -688 0 -6.108025 0.0450445563 0.066494673356869594 0 -689 0 -6.31203127 0.0408548974 0.060179007445904216 0 -691 1 3.834015 0.871804357 0.19792368175124328 1 -692 0 -6.31203127 0.0408548974 0.060179007445904216 0 -693 0 -6.31203127 0.0408548974 0.060179007445904216 0 -694 0 -6.31203127 0.0408548974 0.060179007445904216 0 -696 1 4.635125 0.9103212 0.13555245358954895 1 -697 1 3.39666939 0.8453171 0.24243541704667967 1 -698 1 3.96465755 0.8789292 0.18618114125232504 1 -0 0 -5.951416 0.0485354476 0.071778186136623942 0 -1 0 1.92387545 0.7235096 1.8546987558609236 1 -2 0 -5.951416 0.0485354476 0.071778186136623942 0 -3 0 1.86333084 0.717413068 1.8232333429864893 1 -4 0 -5.951416 0.0485354476 0.071778186136623942 0 -7 0 -5.566885 0.0582254976 0.086546431247544423 0 -12 1 -0.998574257 0.3777082 1.4046560028657229 0 -13 0 -5.951416 0.0485354476 0.071778186136623942 0 -14 1 5.13548231 0.928756356 0.10662791566028498 1 -15 1 0.775919437 0.595791459 0.74712065278047723 1 -16 0 -6.01616 0.0470621772 0.069546010532237607 0 -17 0 -5.951416 0.0485354476 0.071778186136623942 0 -19 0 -5.951416 0.0485354476 0.071778186136623942 0 -22 0 -6.01616 0.0470621772 0.069546010532237607 0 -23 1 0.304897845 0.5380386 0.89421838587150804 1 -24 0 -5.951416 0.0485354476 0.071778186136623942 0 -26 0 -5.359844 0.06416856 0.095679393073982835 0 -27 0 -6.01616 0.0470621772 0.069546010532237607 0 -29 0 -5.631629 0.05647555 0.083868191233749459 0 -30 0 -6.01616 0.0470621772 0.069546010532237607 0 -33 0 -5.951416 0.0485354476 0.071778186136623942 0 -34 0 -5.631629 0.05647555 0.083868191233749459 0 -36 1 3.98816347 0.8801743 0.18413888152129529 1 -38 1 2.86328 0.807156742 0.30907923749451299 1 -39 1 0.7287579 0.59010005 0.76096851437534485 1 -42 1 3.77524328 0.868484139 0.20342859270663927 1 -43 1 1.26714945 0.65329957 0.61418340454128817 1 -47 0 -6.01616 0.0470621772 0.069546010532237607 0 -49 1 3.75300574 0.8672089 0.2055485352297568 1 -53 1 2.071834 0.7380614 0.43818719962608088 1 -55 1 4.278887 0.8946782 0.16055927081091798 1 -57 1 -1.55109227 0.3152806 1.665291756612796 0 -58 1 0.973697 0.6193637 0.69114120497721065 1 -59 1 3.29247069 0.8383816 0.25432106041960451 1 -61 0 -6.01616 0.0470621772 0.069546010532237607 0 -62 1 4.453724 0.902635932 0.14778388464936293 1 -65 1 3.106881 0.825410068 0.27681705899484849 1 -67 1 3.40783072 0.846045434 0.2411929536087806 1 -75 0 -5.210233 0.06880985 0.10285230029298728 0 -78 0 -5.951416 0.0485354476 0.071778186136623942 0 -80 0 -4.30994463 0.103867494 0.15821602305584528 0 -81 0 -6.01616 0.0470621772 0.069546010532237607 0 -83 0 -5.59476471 0.05746579 0.08538311444145727 0 -84 1 4.728625 0.9140651 0.12963114107941551 1 -85 1 3.09956479 0.8248823 0.27773976484129925 1 -86 1 -0.170364961 0.478717238 1.062754339148539 0 -87 1 4.528714 0.905881763 0.1426053357638343 1 -89 0 -5.7357626 0.0537643358 0.079728556972936779 0 -94 0 -5.951416 0.0485354476 0.071778186136623942 0 -101 1 -0.06430526 0.491962522 1.0233796797234755 0 -103 1 -2.23291588 0.24666889 2.0193523204806376 0 -107 1 4.35063648 0.8980111 0.15519483584578608 1 -110 0 -1.00103951 0.377418518 0.68366542896990445 0 -114 0 -0.610134 0.424319267 0.79665916692037375 0 -116 0 2.94550467 0.8134754 2.4225619515625909 1 -118 0 -5.7357626 0.0537643358 0.079728556972936779 0 -119 0 -5.359844 0.06416856 0.095679393073982835 0 -124 1 1.70017123 0.7005851 0.51336773422212567 1 -126 1 5.052256 0.9259533 0.1109886166076262 1 -127 0 -5.951416 0.0485354476 0.071778186136623942 0 -130 0 -5.631629 0.05647555 0.083868191233749459 0 -134 0 -5.7357626 0.0537643358 0.079728556972936779 0 -135 0 -4.708065 0.0867457762 0.13091157387827554 0 -136 0 -6.01616 0.0470621772 0.069546010532237607 0 -139 0 -6.01616 0.0470621772 0.069546010532237607 0 -140 0 -6.01616 0.0470621772 0.069546010532237607 0 -142 1 4.123751 0.887142062 0.1727629463902273 1 -143 0 -2.68141341 0.20739387 0.335323969322529 0 -146 1 0.172037452 0.5214914 0.93928461057131152 1 -148 0 -4.49983644 0.09535652 0.14457875129002087 0 -149 1 4.86090755 0.919120252 0.12167446753454031 1 -153 0 -6.01616 0.0470621772 0.069546010532237607 0 -155 1 3.26518631 0.836524546 0.25752022099060518 1 -157 0 -5.951416 0.0485354476 0.071778186136623942 0 -158 0 -5.35123158 0.06442764 0.096078849403087738 0 -159 1 4.8790555 0.919792235 0.12062007668896844 1 -160 1 5.049482 0.92585814 0.11113693424056388 1 -162 0 -5.951416 0.0485354476 0.071778186136623942 0 -163 0 -6.01616 0.0470621772 0.069546010532237607 0 -165 0 -5.951416 0.0485354476 0.071778186136623942 0 -166 1 3.544812 0.8547566 0.22641444804741928 1 -168 0 -5.951416 0.0485354476 0.071778186136623942 0 -170 0 -6.01616 0.0470621772 0.069546010532237607 0 -172 0 -6.01616 0.0470621772 0.069546010532237607 0 -175 1 4.33248854 0.897177041 0.15653539362236224 1 -178 0 -5.951416 0.0485354476 0.071778186136623942 0 -182 0 -5.951416 0.0485354476 0.071778186136623942 0 -184 1 5.107867 0.9278373 0.10805623072744348 1 -185 0 -5.951416 0.0485354476 0.071778186136623942 0 -186 1 3.66223431 0.8618948 0.21441632819956516 1 -190 1 4.94055271 0.922031641 0.11711183497042189 1 -193 0 -5.951416 0.0485354476 0.071778186136623942 0 -194 0 -5.951416 0.0485354476 0.071778186136623942 0 -195 0 -5.951416 0.0485354476 0.071778186136623942 0 -197 0 -5.951416 0.0485354476 0.071778186136623942 0 -200 1 4.86090755 0.919120252 0.12167446753454031 1 -203 0 -5.951416 0.0485354476 0.071778186136623942 0 -208 0 -5.951416 0.0485354476 0.071778186136623942 0 -213 1 4.8790555 0.919792235 0.12062007668896844 1 -214 1 5.12601471 0.928442538 0.10711547176874718 1 -215 1 4.442278 0.9021318 0.14858987717481836 1 -217 0 -5.951416 0.0485354476 0.071778186136623942 0 -220 0 -5.951416 0.0485354476 0.071778186136623942 0 -221 1 4.805297 0.917029 0.12496070030203475 1 -222 1 -2.68141341 0.20739387 2.2695548439423074 0 -224 1 4.888523 0.9201408 0.12007345105986218 1 -225 0 -6.01616 0.0470621772 0.069546010532237607 0 -227 1 4.54528427 0.9065858 0.14148451065109455 1 -229 1 4.8790555 0.919792235 0.12062007668896844 1 -230 1 2.7537322 0.7984872 0.32465883843369847 1 -231 1 3.8840158 0.8745726 0.19334998589044591 1 -232 0 0.775919437 0.595791459 1.3068282887372185 1 -234 0 -4.4259553 0.098591134 0.14974645475158121 0 -235 0 -5.566885 0.0582254976 0.086546431247544423 0 -236 1 4.15340042 0.8886179 0.17036493563948751 1 -238 1 4.57915354 0.9080101 0.13921970988550064 1 -243 0 -2.26001763 0.244159475 0.40384622289702315 0 -245 0 -5.951416 0.0485354476 0.071778186136623942 0 -251 1 3.90589833 0.8757679 0.19137954602919957 1 -253 1 3.77524328 0.868484139 0.20342859270663927 1 -255 1 2.61399269 0.7870101 0.34554599266296643 1 -256 0 -6.01616 0.0470621772 0.069546010532237607 0 -261 1 4.35063648 0.8980111 0.15519483584578608 1 -263 1 4.685637 0.9123617 0.13232223912572993 1 -264 1 4.52991 0.9059327 0.14252417670059511 1 -265 0 -5.566885 0.0582254976 0.086546431247544423 0 -266 1 4.38221169 0.899448 0.15288825389011149 1 -270 1 4.49955225 0.9046312 0.14459834473499836 1 -273 1 -0.8784213 0.39192906 1.3513355469996029 0 -274 0 -5.951416 0.0485354476 0.071778186136623942 0 -281 0 -5.951416 0.0485354476 0.071778186136623942 0 -282 1 3.529886 0.853827655 0.22798320292698498 1 -286 1 4.52578926 0.905757 0.14280402862374175 1 -287 0 -5.7357626 0.0537643358 0.079728556972936779 0 -289 1 4.037641 0.882759 0.17990851091721852 1 -292 1 3.30427814 0.839179933 0.25294791507143599 1 -294 0 -6.01616 0.0470621772 0.069546010532237607 0 -295 1 4.33248854 0.897177041 0.15653539362236224 1 -298 0 -2.92450619 0.188122958 0.30066684561663048 0 -302 1 4.8790555 0.919792235 0.12062007668896844 1 -305 1 4.120266 0.8869675 0.17304688443011307 1 -306 0 -5.951416 0.0485354476 0.071778186136623942 0 -307 0 -5.951416 0.0485354476 0.071778186136623942 0 -310 0 -5.7357626 0.0537643358 0.079728556972936779 0 -313 0 -6.01616 0.0470621772 0.069546010532237607 0 -315 0 3.22366858 0.8336659 2.587844194400708 1 -318 0 -5.6710186 0.05543521 0.082278337624614589 0 -320 1 5.052256 0.9259533 0.1109886166076262 1 -322 0 -5.951416 0.0485354476 0.071778186136623942 0 -324 0 -5.951416 0.0485354476 0.071778186136623942 0 -325 0 -3.86466885 0.126492426 0.1951078820552159 0 -326 1 -0.8804893 0.391682684 1.352242744110451 0 -330 1 3.2173605 0.833228052 0.26321668456178615 1 -334 1 4.435576 0.901835561 0.14906369604925931 1 -335 0 -6.01616 0.0470621772 0.069546010532237607 0 -337 0 -5.951416 0.0485354476 0.071778186136623942 0 -339 1 3.63008857 0.8599704 0.21764110691704233 1 -340 1 4.26140833 0.8938518 0.16189241459478285 1 -341 0 -5.951416 0.0485354476 0.071778186136623942 0 -342 0 -6.01616 0.0470621772 0.069546010532237607 0 -345 0 -6.01616 0.0470621772 0.069546010532237607 0 -351 0 -5.951416 0.0485354476 0.071778186136623942 0 -356 1 -0.09194379 0.488509059 1.0335427789896601 0 -357 1 5.12601471 0.928442538 0.10711547176874718 1 -359 1 3.43914366 0.848073661 0.23773851616449876 1 -362 0 -4.52291727 0.09436564 0.14299940180841428 0 -363 0 -0.610134 0.424319267 0.79665916692037375 0 -364 0 -5.951416 0.0485354476 0.071778186136623942 0 -365 0 -6.01616 0.0470621772 0.069546010532237607 0 -367 1 4.746773 0.914775252 0.12851075822182609 1 -369 0 -5.631629 0.05647555 0.083868191233749459 0 -372 0 -5.631629 0.05647555 0.083868191233749459 0 -374 0 -5.631629 0.05647555 0.083868191233749459 0 -375 0 -6.01616 0.0470621772 0.069546010532237607 0 -380 0 -6.01616 0.0470621772 0.069546010532237607 0 -382 0 -4.97531271 0.07672806 0.11517245515046633 0 -385 0 -4.854776 0.08110793 0.12203267655108863 0 -386 1 4.328128 0.8969757 0.15685919960898839 1 -390 0 -6.01616 0.0470621772 0.069546010532237607 0 -393 0 -6.01616 0.0470621772 0.069546010532237607 0 -394 0 -4.97531271 0.07672806 0.11517245515046633 0 -397 0 -6.01616 0.0470621772 0.069546010532237607 0 -400 1 4.35063648 0.8980111 0.15519483584578608 1 -401 0 -6.01616 0.0470621772 0.069546010532237607 0 -402 0 -4.94414568 0.0778393149 0.11690993496549164 0 -403 0 -6.01616 0.0470621772 0.069546010532237607 0 -405 0 -6.01616 0.0470621772 0.069546010532237607 0 -407 0 -6.01616 0.0470621772 0.069546010532237607 0 -408 0 -0.97315985 0.380699575 0.69128865864763467 0 -410 0 -6.01616 0.0470621772 0.069546010532237607 0 -411 0 -6.01616 0.0470621772 0.069546010532237607 0 -412 1 4.60366869 0.9090288 0.13760204737556195 1 -417 0 -6.01616 0.0470621772 0.069546010532237607 0 -420 0 -4.612287 0.09061544 0.13703757976121969 0 -421 1 5.12601471 0.928442538 0.10711547176874718 1 -424 0 -6.01616 0.0470621772 0.069546010532237607 0 -425 1 4.8790555 0.919792235 0.12062007668896844 1 -426 0 -2.92462587 0.188113824 0.3006506139758689 0 -427 1 4.442278 0.9021318 0.14858987717481836 1 -431 0 -5.6710186 0.05543521 0.082278337624614589 0 -432 0 -6.01616 0.0470621772 0.069546010532237607 0 -433 0 -4.97531271 0.07672806 0.11517245515046633 0 -435 1 5.12601471 0.928442538 0.10711547176874718 1 -437 0 -6.01616 0.0470621772 0.069546010532237607 0 -438 0 -5.631629 0.05647555 0.083868191233749459 0 -443 0 -6.01616 0.0470621772 0.069546010532237607 0 -444 0 -5.7357626 0.0537643358 0.079728556972936779 0 -445 0 -6.01616 0.0470621772 0.069546010532237607 0 -446 0 -6.01616 0.0470621772 0.069546010532237607 0 -447 0 -6.01616 0.0470621772 0.069546010532237607 0 -448 0 -6.01616 0.0470621772 0.069546010532237607 0 -458 0 -5.631629 0.05647555 0.083868191233749459 0 -459 0 -5.631629 0.05647555 0.083868191233749459 0 -460 0 -6.01616 0.0470621772 0.069546010532237607 0 -461 0 -2.68141341 0.20739387 0.335323969322529 0 -462 0 -6.01616 0.0470621772 0.069546010532237607 0 -463 0 -6.01616 0.0470621772 0.069546010532237607 0 -468 0 -6.01616 0.0470621772 0.069546010532237607 0 -469 0 -5.631629 0.05647555 0.083868191233749459 0 -470 0 -6.01616 0.0470621772 0.069546010532237607 0 -471 0 -6.01616 0.0470621772 0.069546010532237607 0 -472 0 -6.01616 0.0470621772 0.069546010532237607 0 -473 0 -6.01616 0.0470621772 0.069546010532237607 0 -475 0 -6.01616 0.0470621772 0.069546010532237607 0 -476 0 -5.631629 0.05647555 0.083868191233749459 0 -477 0 -6.01616 0.0470621772 0.069546010532237607 0 -478 0 -5.359844 0.06416856 0.095679393073982835 0 -479 1 4.57288361 0.9077479 0.13963636874961383 1 -481 0 -4.5414567 0.09357642 0.14174269672680792 0 -485 0 -6.01616 0.0470621772 0.069546010532237607 0 -486 0 -6.01616 0.0470621772 0.069546010532237607 0 -488 1 1.39579082 0.667721 0.58268273808136206 1 -490 0 -6.01616 0.0470621772 0.069546010532237607 0 -491 1 4.868352 0.9193965 0.12124088998715063 1 -494 0 -0.544338763 0.4323746 0.8169889379321662 0 -496 0 -6.01616 0.0470621772 0.069546010532237607 0 -498 0 -6.01616 0.0470621772 0.069546010532237607 0 -499 0 -6.01616 0.0470621772 0.069546010532237607 0 -500 0 -5.951416 0.0485354476 0.071778186136623942 0 -503 0 -5.951416 0.0485354476 0.071778186136623942 0 -505 0 -5.3286767 0.06511075 0.097132626844908879 0 -506 1 4.239713 0.8928182 0.16356163802867682 1 -508 0 -6.01616 0.0470621772 0.069546010532237607 0 -509 0 -6.01616 0.0470621772 0.069546010532237607 0 -511 0 -6.01616 0.0470621772 0.069546010532237607 0 -512 0 -6.01616 0.0470621772 0.069546010532237607 0 -515 1 4.55452347 0.9069763 0.14086327007366128 1 -516 0 -6.01616 0.0470621772 0.069546010532237607 0 -518 0 -5.631629 0.05647555 0.083868191233749459 0 -524 0 -6.01616 0.0470621772 0.069546010532237607 0 -525 0 -6.01616 0.0470621772 0.069546010532237607 0 -526 0 -6.01616 0.0470621772 0.069546010532237607 0 -530 1 4.62801838 0.910030663 0.13601293789232649 1 -536 0 -5.951416 0.0485354476 0.071778186136623942 0 -537 0 -5.566885 0.0582254976 0.086546431247544423 0 -542 0 -5.3286767 0.06511075 0.097132626844908879 0 -543 0 -6.01616 0.0470621772 0.069546010532237607 0 -545 0 -6.01616 0.0470621772 0.069546010532237607 0 -550 0 -6.01616 0.0470621772 0.069546010532237607 0 -551 0 -5.951416 0.0485354476 0.071778186136623942 0 -552 0 -4.6186614 0.09035314 0.1366215170435163 0 -553 0 0.1265972 0.5158194 1.0463827326903148 1 -554 0 -6.01616 0.0470621772 0.069546010532237607 0 -555 0 -4.37311029 0.100964352 0.15354977395472447 0 -556 0 -4.97531271 0.07672806 0.11517245515046633 0 -562 0 -5.951416 0.0485354476 0.071778186136623942 0 -564 0 -5.951416 0.0485354476 0.071778186136623942 0 -567 0 -6.01616 0.0470621772 0.069546010532237607 0 -568 1 4.650545 0.9109486 0.13455848251305191 1 -570 1 5.052256 0.9259533 0.1109886166076262 1 -571 1 4.8790555 0.919792235 0.12062007668896844 1 -572 0 -6.01616 0.0470621772 0.069546010532237607 0 -573 0 -6.01616 0.0470621772 0.069546010532237607 0 -574 1 4.091525 0.8855187 0.17540527301417422 1 -575 0 -5.566885 0.0582254976 0.086546431247544423 0 -576 0 -6.01616 0.0470621772 0.069546010532237607 0 -579 0 -5.951416 0.0485354476 0.071778186136623942 0 -580 0 -5.631629 0.05647555 0.083868191233749459 0 -583 0 -6.01616 0.0470621772 0.069546010532237607 0 -585 0 -6.01616 0.0470621772 0.069546010532237607 0 -587 0 -6.01616 0.0470621772 0.069546010532237607 0 -588 1 4.4866724 0.9040742 0.14548692389910692 1 -589 0 -6.01616 0.0470621772 0.069546010532237607 0 -591 1 4.57288361 0.9077479 0.13963636874961383 1 -592 1 4.24167061 0.892911851 0.16341033590848922 1 -595 0 -6.01616 0.0470621772 0.069546010532237607 0 -596 0 -5.631629 0.05647555 0.083868191233749459 0 -597 0 -5.566885 0.0582254976 0.086546431247544423 0 -598 0 -6.01616 0.0470621772 0.069546010532237607 0 -599 0 -4.97531271 0.07672806 0.11517245515046633 0 -601 0 -6.01616 0.0470621772 0.069546010532237607 0 -603 1 1.09953475 0.6340816 0.65725957729181761 1 -605 1 4.314058 0.8963238 0.15790808984698465 1 -608 1 4.35063648 0.8980111 0.15519483584578608 1 -610 1 4.685637 0.9123617 0.13232223912572993 1 -611 1 2.56154323 0.7825811 0.35368784326766795 1 -615 0 -5.631629 0.05647555 0.083868191233749459 0 -616 0 -6.01616 0.0470621772 0.069546010532237607 0 -620 0 -6.01616 0.0470621772 0.069546010532237607 0 -623 0 -6.01616 0.0470621772 0.069546010532237607 0 -625 0 -4.25147438 0.106620356 0.16265471294645081 0 -626 1 1.11033261 0.635333359 0.6544143226418816 1 -628 0 -6.01616 0.0470621772 0.069546010532237607 0 -630 0 -4.97531271 0.07672806 0.11517245515046633 0 -631 0 -6.01616 0.0470621772 0.069546010532237607 0 -632 0 -6.01616 0.0470621772 0.069546010532237607 0 -635 0 -5.631629 0.05647555 0.083868191233749459 0 -636 1 3.53440452 0.8541094 0.22750721232042678 1 -637 0 -4.97531271 0.07672806 0.11517245515046633 0 -640 0 -6.01616 0.0470621772 0.069546010532237607 0 -643 0 -6.01616 0.0470621772 0.069546010532237607 0 -646 0 -4.97531271 0.07672806 0.11517245515046633 0 -647 0 -6.01616 0.0470621772 0.069546010532237607 0 -648 1 4.161411 0.889013648 0.16972252757743261 1 -650 0 -5.7357626 0.0537643358 0.079728556972936779 0 -651 0 -5.359844 0.06416856 0.095679393073982835 0 -655 0 -6.01616 0.0470621772 0.069546010532237607 0 -658 1 5.12601471 0.928442538 0.10711547176874718 1 -659 0 -6.01616 0.0470621772 0.069546010532237607 0 -662 0 -5.631629 0.05647555 0.083868191233749459 0 -663 0 -5.631629 0.05647555 0.083868191233749459 0 -664 0 -6.01616 0.0470621772 0.069546010532237607 0 -666 0 -4.97531271 0.07672806 0.11517245515046633 0 -667 0 -5.951416 0.0485354476 0.071778186136623942 0 -669 1 4.380427 0.8993672 0.15301780388127709 1 -671 0 -5.359844 0.06416856 0.095679393073982835 0 -672 0 -5.951416 0.0485354476 0.071778186136623942 0 -673 0 -4.854776 0.08110793 0.12203267655108863 0 -674 0 -6.01616 0.0470621772 0.069546010532237607 0 -675 0 -5.631629 0.05647555 0.083868191233749459 0 -676 0 -5.631629 0.05647555 0.083868191233749459 0 -677 0 -6.01616 0.0470621772 0.069546010532237607 0 -684 0 -6.01616 0.0470621772 0.069546010532237607 0 -686 0 -6.01616 0.0470621772 0.069546010532237607 0 -687 0 -4.77280951 0.08421529 0.12691961833365747 0 -690 0 -6.01616 0.0470621772 0.069546010532237607 0 -695 0 -6.01616 0.0470621772 0.069546010532237607 0 +5 1 4.9702783 0.92309344 0.11545140592131928 1 +6 0 -3.989156 0.11977337 0.18405308074566948 0 +8 0 -6.3258553 0.040584903 0.059772953771843766 0 +9 0 -5.855654 0.050795 0.075208394914779944 0 +10 0 -6.070336 0.045862153 0.06773038361669198 0 +11 0 -6.3258553 0.040584903 0.059772953771843766 0 +18 1 4.3169556 0.8964583 0.15769157450042109 1 +20 1 -0.44655517 0.44441134 1.1700324731041507 0 +21 1 5.036718 0.92541885 0.11182160334460743 1 +25 1 2.9941459 0.8171375 0.29134926900857577 1 +28 0 -6.3258553 0.040584903 0.059772953771843766 0 +31 0 -6.3258553 0.040584903 0.059772953771843766 0 +32 1 4.9702783 0.92309344 0.11545140592131928 1 +35 0 -6.3258553 0.040584903 0.059772953771843766 0 +37 0 -3.1290255 0.17300005 0.27404085720103172 0 +40 0 2.9804387 0.8161112 2.443094536769165 1 +41 1 4.3222203 0.8967024 0.15729882166724032 1 +44 1 3.0478263 0.821114 0.2843455548645068 1 +45 0 -6.3258553 0.040584903 0.059772953771843766 0 +46 1 3.905755 0.8757601 0.19139240892817264 1 +48 0 -5.939301 0.048815947 0.072203567028568061 0 +50 1 -0.6989668 0.4135077 1.2740139006783437 0 +51 1 1.9873037 0.7298086 0.45440988681800637 1 +52 1 4.720849 0.9137593 0.13011392431787155 1 +54 1 4.3535604 0.8981449 0.15497987620184128 1 +56 1 3.5040185 0.85220605 0.23072579903759929 1 +60 1 1.941359 0.7252549 0.46343997055159447 1 +63 1 0.4718107 0.5587043 0.83984312811873674 1 +64 0 -6.3258553 0.040584903 0.059772953771843766 0 +66 0 -5.939301 0.048815947 0.072203567028568061 0 +68 1 4.6617885 0.9114036 0.13383803143619399 1 +69 0 -6.3258553 0.040584903 0.059772953771843766 0 +70 0 -4.6907125 0.087435596 0.13200171409165715 0 +71 1 -0.6451075 0.4200535 1.2513549661043295 0 +72 0 0.6134001 0.5760796 1.2381347249604147 1 +73 1 4.6438046 0.9106748 0.13499211568217179 1 +74 1 1.108064 0.63507056 0.65501119699465626 1 +76 0 -4.8975215 0.07952922 0.11955616785289219 0 +77 0 -5.694086 0.05483437 0.081360926123369703 0 +79 0 -6.3258553 0.040584903 0.059772953771843766 0 +82 0 -5.855654 0.050795 0.075208394914779944 0 +88 0 -5.939301 0.048815947 0.072203567028568061 0 +90 0 -6.3258553 0.040584903 0.059772953771843766 0 +91 0 -6.3258553 0.040584903 0.059772953771843766 0 +92 0 -5.939301 0.048815947 0.072203567028568061 0 +93 0 -6.3258553 0.040584903 0.059772953771843766 0 +95 0 -6.3258553 0.040584903 0.059772953771843766 0 +96 0 -6.3258553 0.040584903 0.059772953771843766 0 +97 0 -5.939301 0.048815947 0.072203567028568061 0 +98 1 2.33734 0.7629045 0.39042557545746387 1 +99 1 5.0509915 0.92590994 0.11105622601066087 1 +100 1 4.151374 0.8885175 0.17052790509521817 1 +102 0 -5.6633763 0.055635635 0.082584491200128979 0 +104 1 3.0478263 0.821114 0.2843455548645068 1 +105 1 -0.027750615 0.49653122 1.0100436680566411 0 +106 1 4.0423083 0.8830003 0.17951414359778073 1 +108 0 -4.6425247 0.08937726 0.13507461090295944 0 +109 1 4.901083 0.92060107 0.11935197561712178 1 +111 1 1.4238944 0.67083126 0.57597816982182015 1 +112 1 4.728228 0.91404957 0.12965569504868296 1 +113 1 4.3535604 0.8981449 0.15497987620184128 1 +115 0 -3.989156 0.11977337 0.18405308074566948 0 +117 1 4.901083 0.92060107 0.11935197561712178 1 +120 0 -6.0499306 0.04631068 0.068408736585063301 0 +121 0 -5.5206957 0.059504896 0.088507662073277718 0 +122 1 4.9702783 0.92309344 0.11545140592131928 1 +123 1 4.4292703 0.9015561 0.14951086827769497 1 +125 0 -6.3258553 0.040584903 0.059772953771843766 0 +128 1 2.4260042 0.7708297 0.37551597722902763 1 +129 0 -6.3258553 0.040584903 0.059772953771843766 0 +131 0 -6.3258553 0.040584903 0.059772953771843766 0 +132 1 3.5410085 0.8545204 0.22681319398502642 1 +133 0 -6.3258553 0.040584903 0.059772953771843766 0 +137 0 -6.3258553 0.040584903 0.059772953771843766 0 +138 0 -5.6633763 0.055635635 0.082584491200128979 0 +141 0 -6.3258553 0.040584903 0.059772953771843766 0 +144 0 -6.3258553 0.040584903 0.059772953771843766 0 +145 0 -4.6299334 0.08989099 0.135888732482358 0 +147 0 -5.990897 0.047631916 0.070408820912948492 0 +150 0 -6.070336 0.045862153 0.06773038361669198 0 +151 1 4.16487 0.8891842 0.16944581912648207 1 +152 1 5.0519395 0.9259425 0.11100551866134992 1 +154 0 -6.3258553 0.040584903 0.059772953771843766 0 +156 0 -5.8645334 0.05058136 0.074883717841150263 0 +161 0 -5.939301 0.048815947 0.072203567028568061 0 +164 0 -5.671713 0.05541704 0.082250582669685976 0 +167 1 0.5958282 0.5739325 0.80104695123726188 1 +169 0 -6.070336 0.045862153 0.06773038361669198 0 +171 0 -6.3258553 0.040584903 0.059772953771843766 0 +173 1 4.7529817 0.91501695 0.12812962770179998 1 +174 1 4.4352217 0.9018199 0.14908877369770321 1 +176 0 -6.3258553 0.040584903 0.059772953771843766 0 +177 1 2.9804387 0.8161112 0.29316234113668382 1 +179 1 1.282796 0.6550694 0.61028031295057672 1 +180 0 -6.070336 0.045862153 0.06773038361669198 0 +181 0 -6.3258553 0.040584903 0.059772953771843766 0 +183 1 4.834643 0.9181386 0.12321610251290187 1 +187 1 5.036718 0.92541885 0.11182160334460743 1 +188 1 4.901083 0.92060107 0.11935197561712178 1 +189 0 -3.1878612 0.1688316 0.26678729211148372 0 +191 1 4.852012 0.918789 0.12219446469160304 1 +192 0 -5.939301 0.048815947 0.072203567028568061 0 +196 0 5.118379 0.92818844 3.7996401504674218 1 +198 0 -6.3258553 0.040584903 0.059772953771843766 0 +199 0 -6.3258553 0.040584903 0.059772953771843766 0 +201 1 4.3535604 0.8981449 0.15497987620184128 1 +202 0 -6.3258553 0.040584903 0.059772953771843766 0 +204 0 -6.3258553 0.040584903 0.059772953771843766 0 +205 1 4.7529817 0.91501695 0.12812962770179998 1 +206 1 3.422357 0.8469891 0.2395846995757499 1 +207 0 -6.070336 0.045862153 0.06773038361669198 0 +209 0 -5.683782 0.055101994 0.081769484910928281 0 +210 1 5.0519395 0.9259425 0.11100551866134992 1 +211 1 5.0519395 0.9259425 0.11100551866134992 1 +212 0 -6.3258553 0.040584903 0.059772953771843766 0 +216 0 -6.3258553 0.040584903 0.059772953771843766 0 +218 1 4.2816715 0.8948093 0.16034783494642163 1 +219 0 -3.198314 0.16809948 0.2655170723321757 0 +223 1 5.0509915 0.92590994 0.11105622601066087 1 +226 1 5.0519395 0.9259425 0.11100551866134992 1 +228 0 -6.070336 0.045862153 0.06773038361669198 0 +233 1 4.0423083 0.8830003 0.17951414359778073 1 +237 1 2.6199234 0.78750676 0.34463578868972444 1 +239 1 5.118379 0.92818844 0.10751036017291629 1 +240 0 -2.2960448 0.24085048 0.39754402899561286 0 +241 0 -6.070336 0.045862153 0.06773038361669198 0 +242 0 -6.3258553 0.040584903 0.059772953771843766 0 +244 0 -6.3258553 0.040584903 0.059772953771843766 0 +246 1 5.0519395 0.9259425 0.11100551866134992 1 +247 1 3.5704582 0.85634136 0.22374208436808352 1 +248 0 -4.36103 0.101513945 0.15443198170605693 0 +249 0 -6.0582666 0.046126947 0.068130817875927521 0 +250 0 -5.8645334 0.05058136 0.074883717841150263 0 +252 0 4.233035 0.89249825 3.2175680136254559 1 +254 1 3.422357 0.8469891 0.2395846995757499 1 +257 0 -6.3258553 0.040584903 0.059772953771843766 0 +258 0 -6.3258553 0.040584903 0.059772953771843766 0 +259 0 2.900656 0.8100489 2.3962998626382643 1 +260 1 4.4352217 0.9018199 0.14908877369770321 1 +262 1 5.0519395 0.9259425 0.11100551866134992 1 +267 1 3.8277738 0.8714552 0.19850160738642667 1 +268 1 3.938371 0.8775236 0.18849016757006487 1 +269 0 -6.3258553 0.040584903 0.059772953771843766 0 +271 0 -5.939301 0.048815947 0.072203567028568061 0 +272 1 3.8277738 0.8714552 0.19850160738642667 1 +275 0 -4.6299334 0.08989099 0.135888732482358 0 +276 0 -6.3258553 0.040584903 0.059772953771843766 0 +277 0 -6.3258553 0.040584903 0.059772953771843766 0 +278 0 -6.3258553 0.040584903 0.059772953771843766 0 +279 1 4.2260323 0.89216185 0.16462264317966574 1 +280 0 -6.3258553 0.040584903 0.059772953771843766 0 +283 1 5.118379 0.92818844 0.10751036017291629 1 +284 1 4.292472 0.89531654 0.15953025421567207 1 +285 1 4.9702783 0.92309344 0.11545140592131928 1 +288 1 2.0590227 0.7368212 0.44061357297684861 1 +290 0 -6.3258553 0.040584903 0.059772953771843766 0 +291 0 -6.3258553 0.040584903 0.059772953771843766 0 +293 1 2.210794 0.75127 0.41259660908226642 1 +296 0 3.848926 0.8726353 2.9729626705350203 1 +297 0 -1.3792397 0.33411765 0.58666079670115756 0 +299 1 -0.52466536 0.43479037 1.2016080983985806 0 +300 1 4.498968 0.90460604 0.14463845925231769 1 +301 0 -6.3258553 0.040584903 0.059772953771843766 0 +303 0 -6.3258553 0.040584903 0.059772953771843766 0 +304 1 3.9583879 0.87859523 0.18672942313536556 1 +308 1 4.4315805 0.90165854 0.14934691764443497 1 +309 0 -2.7984636 0.19793804 0.31821440424479164 0 +311 0 -6.3258553 0.040584903 0.059772953771843766 0 +312 1 1.533148 0.6827793 0.55050874878613443 1 +314 0 -6.070336 0.045862153 0.06773038361669198 0 +316 1 3.5248282 0.85351175 0.22851707923579873 1 +317 1 4.7529817 0.91501695 0.12812962770179998 1 +319 0 4.8194213 0.9175648 3.600595850204515 1 +321 0 -6.0582666 0.046126947 0.068130817875927521 0 +323 1 3.289037 0.83814883 0.25472164501240996 1 +327 0 -6.3258553 0.040584903 0.059772953771843766 0 +328 1 2.3745353 0.76625204 0.38410908355335693 1 +329 1 4.4352217 0.9018199 0.14908877369770321 1 +331 0 -5.939301 0.048815947 0.072203567028568061 0 +332 0 -5.579729 0.05787434 0.08600859751786756 0 +333 1 3.9721947 0.8793296 0.18552402555604383 1 +336 1 3.4144623 0.8464768 0.24045757864541212 1 +338 0 -6.070336 0.045862153 0.06773038361669198 0 +343 0 -6.3258553 0.040584903 0.059772953771843766 0 +344 1 4.9693303 0.92305976 0.11550403979686412 1 +346 0 -4.0014577 0.11912642 0.182993106268689 0 +347 0 -4.3870053 0.10033547 0.15254095239046853 0 +348 1 0.9297856 0.61417425 0.70328007558912942 1 +349 1 4.0966225 0.8857769 0.17498475773531341 1 +350 0 -5.939301 0.048815947 0.072203567028568061 0 +352 0 2.712755 0.7951703 2.2875032261864345 1 +353 1 4.098741 0.885884 0.1748103153066323 1 +354 0 -6.3258553 0.040584903 0.059772953771843766 0 +355 0 -5.939301 0.048815947 0.072203567028568061 0 +358 1 3.8041904 0.87012845 0.20069970024078715 1 +360 1 4.7529817 0.91501695 0.12812962770179998 1 +361 1 4.136264 0.88776696 0.17174708238459888 1 +366 1 4.7529817 0.91501695 0.12812962770179998 1 +368 0 -4.8975215 0.07952922 0.11955616785289219 0 +370 0 -5.4181614 0.062439647 0.093016531016682613 0 +371 0 -4.8975215 0.07952922 0.11955616785289219 0 +373 0 -5.939301 0.048815947 0.072203567028568061 0 +376 0 -6.3258553 0.040584903 0.059772953771843766 0 +377 0 -6.070336 0.045862153 0.06773038361669198 0 +378 0 -6.3258553 0.040584903 0.059772953771843766 0 +379 0 -1.8572584 0.2832029 0.48036326729246787 0 +381 1 5.118379 0.92818844 0.10751036017291629 1 +383 0 -6.3258553 0.040584903 0.059772953771843766 0 +384 0 -6.3258553 0.040584903 0.059772953771843766 0 +387 0 -2.4178557 0.22989081 0.376865079053325 0 +388 0 -6.3258553 0.040584903 0.059772953771843766 0 +389 0 -5.6043434 0.057206932 0.084986944546688578 0 +391 1 5.0519395 0.9259425 0.11100551866134992 1 +392 0 -6.3258553 0.040584903 0.059772953771843766 0 +395 0 -6.3258553 0.040584903 0.059772953771843766 0 +396 0 -6.3258553 0.040584903 0.059772953771843766 0 +398 0 -6.140458 0.044352118 0.065448954048051594 0 +399 0 -4.4889226 0.095828295 0.14533132359192219 0 +404 0 -6.140458 0.044352118 0.065448954048051594 0 +406 0 -5.579729 0.05787434 0.08600859751786756 0 +409 0 -6.0499306 0.04631068 0.068408736585063301 0 +413 0 -5.6633763 0.055635635 0.082584491200128979 0 +414 1 5.118379 0.92818844 0.10751036017291629 1 +415 0 -2.925054 0.18808113 0.3005925204970743 0 +416 1 4.3535604 0.8981449 0.15497987620184128 1 +418 0 -4.798682 0.083222955 0.12535717442975328 0 +419 0 -5.873831 0.050358582 0.074545236756098213 0 +422 0 -0.53658754 0.433326 0.81940909941948425 0 +423 0 -4.6907125 0.087435596 0.13200171409165715 0 +428 0 -6.3258553 0.040584903 0.059772953771843766 0 +429 0 -6.3258553 0.040584903 0.059772953771843766 0 +430 0 -5.873831 0.050358582 0.074545236756098213 0 +434 0 3.289037 0.83814883 2.6272603209474132 1 +436 1 -0.5991295 0.4256639 1.2322133917950517 0 +439 0 -5.939301 0.048815947 0.072203567028568061 0 +440 1 4.4352217 0.9018199 0.14908877369770321 1 +441 0 -4.805741 0.08295407 0.12493410456269112 0 +442 0 -5.990897 0.047631916 0.070408820912948492 0 +449 1 4.7529817 0.91501695 0.12812962770179998 1 +450 0 -5.683782 0.055101994 0.081769484910928281 0 +451 0 -5.939301 0.048815947 0.072203567028568061 0 +452 0 -6.3258553 0.040584903 0.059772953771843766 0 +453 1 4.8194213 0.9175648 0.12411803307772765 1 +454 0 -5.873831 0.050358582 0.074545236756098213 0 +455 1 -1.9974227 0.26919487 1.8932771715040082 0 +456 1 5.118379 0.92818844 0.10751036017291629 1 +457 1 4.498968 0.90460604 0.14463845925231769 1 +464 0 -5.939301 0.048815947 0.072203567028568061 0 +465 1 4.498968 0.90460604 0.14463845925231769 1 +466 1 5.118379 0.92818844 0.10751036017291629 1 +467 1 4.901083 0.92060107 0.11935197561712178 1 +474 0 -5.939301 0.048815947 0.072203567028568061 0 +480 0 -5.683782 0.055101994 0.081769484910928281 0 +482 1 4.9702783 0.92309344 0.11545140592131928 1 +483 1 5.0519395 0.9259425 0.11100551866134992 1 +484 0 -5.6633763 0.055635635 0.082584491200128979 0 +487 1 4.3535604 0.8981449 0.15497987620184128 1 +489 1 -2.607631 0.21352358 2.2275326844639598 0 +492 0 -5.683782 0.055101994 0.081769484910928281 0 +493 1 4.7529817 0.91501695 0.12812962770179998 1 +495 0 -6.070336 0.045862153 0.06773038361669198 0 +497 0 -5.855654 0.050795 0.075208394914779944 0 +501 0 -5.939301 0.048815947 0.072203567028568061 0 +502 0 -5.939301 0.048815947 0.072203567028568061 0 +504 0 -6.3258553 0.040584903 0.059772953771843766 0 +507 0 -5.723309 0.054082 0.080212968764185016 0 +510 0 -6.3258553 0.040584903 0.059772953771843766 0 +513 0 -6.070336 0.045862153 0.06773038361669198 0 +514 1 4.834643 0.9181386 0.12321610251290187 1 +517 0 -6.070336 0.045862153 0.06773038361669198 0 +519 1 4.217925 0.89177126 0.16525439463220856 1 +520 0 -6.3258553 0.040584903 0.059772953771843766 0 +521 0 -5.939301 0.048815947 0.072203567028568061 0 +522 1 5.118379 0.92818844 0.10751036017291629 1 +523 1 5.0509915 0.92590994 0.11105622601066087 1 +527 0 -5.939301 0.048815947 0.072203567028568061 0 +528 0 -4.4993753 0.09537641 0.14461047640708996 0 +529 0 -5.683782 0.055101994 0.081769484910928281 0 +531 0 -5.579729 0.05787434 0.08600859751786756 0 +532 0 -6.070336 0.045862153 0.06773038361669198 0 +533 0 -6.3258553 0.040584903 0.059772953771843766 0 +534 0 -6.3258553 0.040584903 0.059772953771843766 0 +535 0 -3.5964603 0.14206664 0.22106250863484952 0 +538 0 -5.939301 0.048815947 0.072203567028568061 0 +539 0 -4.9484463 0.07768511 0.11666870617247797 0 +540 0 -5.6043434 0.057206932 0.084986944546688578 0 +541 0 -6.3258553 0.040584903 0.059772953771843766 0 +544 0 -4.8975215 0.07952922 0.11955616785289219 0 +546 1 4.834643 0.9181386 0.12321610251290187 1 +547 0 -6.070336 0.045862153 0.06773038361669198 0 +548 0 -6.070336 0.045862153 0.06773038361669198 0 +549 1 5.0509915 0.92590994 0.11105622601066087 1 +557 0 -5.939301 0.048815947 0.072203567028568061 0 +558 0 -6.3258553 0.040584903 0.059772953771843766 0 +559 0 -5.939301 0.048815947 0.072203567028568061 0 +560 0 -5.939301 0.048815947 0.072203567028568061 0 +561 0 -5.939301 0.048815947 0.072203567028568061 0 +563 0 -6.3258553 0.040584903 0.059772953771843766 0 +565 1 4.834643 0.9181386 0.12321610251290187 1 +566 0 -6.0499306 0.04631068 0.068408736585063301 0 +569 1 4.9702783 0.92309344 0.11545140592131928 1 +577 0 -6.3258553 0.040584903 0.059772953771843766 0 +578 0 -6.3258553 0.040584903 0.059772953771843766 0 +581 1 4.834643 0.9181386 0.12321610251290187 1 +582 1 4.901083 0.92060107 0.11935197561712178 1 +584 0 -5.939301 0.048815947 0.072203567028568061 0 +586 1 4.9702783 0.92309344 0.11545140592131928 1 +590 1 3.0159569 0.8187614 0.28848499121248067 1 +593 0 -5.6633763 0.055635635 0.082584491200128979 0 +594 1 4.217925 0.89177126 0.16525439463220856 1 +600 0 -6.3258553 0.040584903 0.059772953771843766 0 +602 0 -5.939301 0.048815947 0.072203567028568061 0 +604 1 -1.4585744 0.32535118 1.619930314711312 0 +606 0 -5.939301 0.048815947 0.072203567028568061 0 +607 0 -6.3258553 0.040584903 0.059772953771843766 0 +609 0 -5.939301 0.048815947 0.072203567028568061 0 +612 1 4.9702783 0.92309344 0.11545140592131928 1 +613 0 -5.873831 0.050358582 0.074545236756098213 0 +614 0 -6.070336 0.045862153 0.06773038361669198 0 +617 0 -5.8027477 0.05208569 0.077171447593637296 0 +618 0 -5.939301 0.048815947 0.072203567028568061 0 +619 0 -5.939301 0.048815947 0.072203567028568061 0 +621 0 1.850806 0.7161417 1.8167571721242053 1 +622 0 -4.672521 0.08816407 0.13315383461801975 0 +624 0 -5.683782 0.055101994 0.081769484910928281 0 +627 0 -3.989156 0.11977337 0.18405308074566948 0 +629 0 -5.939301 0.048815947 0.072203567028568061 0 +633 1 4.498968 0.90460604 0.14463845925231769 1 +634 0 -6.3258553 0.040584903 0.059772953771843766 0 +638 0 -5.939301 0.048815947 0.072203567028568061 0 +639 0 -5.939301 0.048815947 0.072203567028568061 0 +641 0 -6.3258553 0.040584903 0.059772953771843766 0 +642 0 -6.3258553 0.040584903 0.059772953771843766 0 +644 0 -6.3258553 0.040584903 0.059772953771843766 0 +645 0 -6.3258553 0.040584903 0.059772953771843766 0 +649 0 -6.3258553 0.040584903 0.059772953771843766 0 +652 0 -5.939301 0.048815947 0.072203567028568061 0 +653 0 -5.939301 0.048815947 0.072203567028568061 0 +654 0 -6.3258553 0.040584903 0.059772953771843766 0 +656 0 -5.939301 0.048815947 0.072203567028568061 0 +657 0 0.482419 0.5600117 1.1844628846903444 1 +660 0 -6.3258553 0.040584903 0.059772953771843766 0 +661 0 -5.939301 0.048815947 0.072203567028568061 0 +665 0 -6.3258553 0.040584903 0.059772953771843766 0 +668 1 2.9804387 0.8161112 0.29316234113668382 1 +670 1 4.834643 0.9181386 0.12321610251290187 1 +678 0 -6.3258553 0.040584903 0.059772953771843766 0 +679 0 -6.3258553 0.040584903 0.059772953771843766 0 +680 1 5.0519395 0.9259425 0.11100551866134992 1 +681 1 4.834643 0.9181386 0.12321610251290187 1 +682 0 -5.939301 0.048815947 0.072203567028568061 0 +683 0 -6.3258553 0.040584903 0.059772953771843766 0 +685 0 -6.3258553 0.040584903 0.059772953771843766 0 +688 0 -5.939301 0.048815947 0.072203567028568061 0 +689 0 -6.3258553 0.040584903 0.059772953771843766 0 +691 1 3.905755 0.8757601 0.19139240892817264 1 +692 0 -6.3258553 0.040584903 0.059772953771843766 0 +693 0 -6.3258553 0.040584903 0.059772953771843766 0 +694 0 -5.990897 0.047631916 0.070408820912948492 0 +696 1 4.2816715 0.8948093 0.16034783494642163 1 +697 1 4.1049237 0.88619614 0.17430205772844592 1 +698 1 4.834643 0.9181386 0.12321610251290187 1 +0 0 -5.930852 0.049012482 0.072501689740101502 0 +1 0 3.0620513 0.8221563 2.4913183079194852 1 +2 0 -5.7307105 0.053892992 0.079924728923187041 0 +3 0 1.8724141 0.7183329 1.8279369665409591 1 +4 0 -5.930852 0.049012482 0.072501689740101502 0 +7 0 -5.6242533 0.056672383 0.08416919016722782 0 +12 1 -1.0641186 0.37003672 1.4342596487213792 0 +13 0 -5.5481663 0.058740847 0.087336105680556941 0 +14 1 5.0928497 0.92733294 0.10884069631894705 1 +15 1 -0.257854 0.4678128 1.0959967389034437 0 +16 0 -5.988699 0.047681797 0.070484386102844923 0 +17 0 -5.930852 0.049012482 0.072501689740101502 0 +19 0 -5.930852 0.049012482 0.072501689740101502 0 +22 0 -5.988699 0.047681797 0.070484386102844923 0 +23 1 -1.9503794 0.2738473 1.8685563768922806 0 +24 0 -5.930852 0.049012482 0.072501689740101502 0 +26 0 -5.702477 0.054617334 0.081029682625681818 0 +27 0 -5.988699 0.047681797 0.070484386102844923 0 +29 0 -5.6821 0.055145808 0.081836381511157436 0 +30 0 -5.988699 0.047681797 0.070484386102844923 0 +33 0 -5.930852 0.049012482 0.072501689740101502 0 +34 0 -5.6821 0.055145808 0.081836381511157436 0 +36 1 3.3131282 0.8397762 0.2519231625723693 1 +38 1 3.793763 0.8695382 0.20167870634284629 1 +39 1 0.65225357 0.5808167 0.78384519409333164 1 +42 1 4.433246 0.9017324 0.14922875884583187 1 +43 1 1.1377195 0.63850003 0.64724139630794164 1 +47 0 -5.988699 0.047681797 0.070484386102844923 0 +49 1 3.162562 0.8293859 0.26988461462255942 1 +53 1 1.815838 0.7125741 0.48888799896816776 1 +55 1 4.340603 0.8975507 0.15593465668148665 1 +57 1 -1.5104097 0.31968826 1.6452623277775649 0 +58 1 0.3126146 0.5389975 0.89164959019260104 1 +59 1 3.3958611 0.84526426 0.24252565145541652 1 +61 0 -5.7885575 0.05243711 0.077706399016059705 0 +62 1 4.133526 0.88763046 0.17196891455965488 1 +65 1 3.179693 0.8305945 0.26778381095118209 1 +67 1 2.9100342 0.8107694 0.30263649226730849 1 +75 0 -5.081625 0.07304614 0.10943056633175195 0 +78 0 -5.5481663 0.058740847 0.087336105680556941 0 +80 0 -5.0533915 0.07400777 0.11092800997848973 0 +81 0 -5.988699 0.047681797 0.070484386102844923 0 +83 0 -5.7307105 0.053892992 0.079924728923187041 0 +84 1 4.3584313 0.89836746 0.15462241513783956 1 +85 1 2.7388072 0.79728377 0.32683479631042556 1 +86 1 -0.69386876 0.414126 1.2718582823874858 0 +87 1 4.3584313 0.89836746 0.15462241513783956 1 +89 0 -5.5606866 0.058395676 0.086807149888202914 0 +94 0 -5.930852 0.049012482 0.072501689740101502 0 +101 1 -1.1534898 0.35968193 1.4752063963885516 0 +103 1 -3.0629706 0.17777647 2.4918637028612101 0 +107 1 4.091596 0.88552237 0.17539934941266619 1 +110 0 -1.5432246 0.31613043 0.54820689835066239 0 +114 0 -1.0540817 0.37120733 0.66934368738005423 0 +116 0 1.8398564 0.71502745 1.8111051442847961 1 +118 0 -5.6060133 0.05716192 0.084918066204109979 0 +119 0 -5.5023355 0.060020734 0.089299160041154318 0 +124 1 1.2127273 0.6471109 0.62791516244434797 1 +126 1 4.554695 0.9069835 0.14085179798866013 1 +127 0 -5.930852 0.049012482 0.072501689740101502 0 +130 0 -5.6821 0.055145808 0.081836381511157436 0 +134 0 -5.5606866 0.058395676 0.086807149888202914 0 +135 0 -5.145223 0.07092203 0.10612842257548478 0 +136 0 -5.988699 0.047681797 0.070484386102844923 0 +139 0 -5.5853753 0.0577206 0.085773193245159071 0 +140 0 -5.988699 0.047681797 0.070484386102844923 0 +142 1 4.340603 0.8975507 0.15593465668148665 1 +143 0 -2.4783816 0.22457686 0.3669443078200384 0 +146 1 -0.42724368 0.44679672 1.1623095153691212 0 +148 0 -2.8123703 0.19683646 0.31623430995021595 0 +149 1 4.486912 0.90408456 0.14547037392463 1 +153 0 -5.6060133 0.05716192 0.084918066204109979 0 +155 1 3.373569 0.84380084 0.24502556641051867 1 +157 0 -5.930852 0.049012482 0.072501689740101502 0 +158 0 -4.8507643 0.081257544 0.12226759701339905 0 +159 1 4.486912 0.90408456 0.14547037392463 1 +160 1 4.605196 0.90909195 0.13750187271743136 1 +162 0 -5.930852 0.049012482 0.072501689740101502 0 +163 0 -5.6060133 0.05716192 0.084918066204109979 0 +165 0 -5.7307105 0.053892992 0.079924728923187041 0 +166 1 3.4572062 0.8492337 0.23576649449400208 1 +168 0 -5.930852 0.049012482 0.072501689740101502 0 +170 0 -5.988699 0.047681797 0.070484386102844923 0 +172 0 -5.988699 0.047681797 0.070484386102844923 0 +175 1 4.5168552 0.905375 0.14341261862012408 1 +178 0 -5.930852 0.049012482 0.072501689740101502 0 +182 0 -5.930852 0.049012482 0.072501689740101502 0 +184 1 4.7177434 0.9136368 0.13030732757021421 1 +185 0 -5.930852 0.049012482 0.072501689740101502 0 +186 1 1.7876155 0.7096753 0.49476897568742351 1 +190 1 4.8165607 0.91745657 0.12428823299927085 1 +193 0 -5.930852 0.049012482 0.072501689740101502 0 +194 0 -5.930852 0.049012482 0.072501689740101502 0 +195 0 -5.930852 0.049012482 0.072501689740101502 0 +197 0 -5.930852 0.049012482 0.072501689740101502 0 +200 1 4.486912 0.90408456 0.14547037392463 1 +203 0 -5.930852 0.049012482 0.072501689740101502 0 +208 0 -5.930852 0.049012482 0.072501689740101502 0 +213 1 4.862018 0.91916156 0.12160963309163755 1 +214 1 5.0092125 0.9244641 0.11331078855535538 1 +215 1 4.4111686 0.90074986 0.15080156895354224 1 +217 0 -5.930852 0.049012482 0.072501689740101502 0 +220 0 -5.930852 0.049012482 0.072501689740101502 0 +221 1 4.4036856 0.9004149 0.15133818977681029 1 +222 1 -2.4783816 0.22457686 2.1547188079403372 0 +224 1 4.778381 0.9159993 0.1265816095711994 1 +225 0 -5.988699 0.047681797 0.070484386102844923 0 +227 1 4.235244 0.8926042 0.16390754480540698 1 +229 1 4.486912 0.90408456 0.14547037392463 1 +230 1 1.905229 0.72164065 0.47064749411083839 1 +231 1 3.510465 0.85261154 0.23003950978259632 1 +232 0 -0.99966604 0.3775799 0.684039438959686 0 +234 0 -4.120762 0.11300764 0.17300642057215146 0 +235 0 -5.053713 0.07399676 0.11091085345986217 0 +236 1 4.2052226 0.89115673 0.16624890546528542 1 +238 1 4.5803294 0.9080592 0.13914177138320383 1 +243 0 -1.7917802 0.2898958 0.49389736062761069 0 +245 0 -5.145223 0.07092203 0.10612842257548478 0 +251 1 4.7315173 0.91417867 0.12945193798202867 1 +253 1 4.433246 0.9017324 0.14922875884583187 1 +255 1 2.7484672 0.7980633 0.32542495304690788 1 +256 0 -5.988699 0.047681797 0.070484386102844923 0 +261 1 4.9810567 0.92347515 0.11485496075210538 1 +263 1 4.8151546 0.9174033 0.12437202822214863 1 +264 1 4.9031277 0.92067575 0.11923494038440449 1 +265 0 -5.457036 0.061311398 0.091281452906283714 0 +266 1 4.352417 0.89809257 0.15506394123785677 1 +270 1 4.4128613 0.9008255 0.15068042720804892 1 +273 1 -2.8957539 0.19032852 2.3934363080922822 0 +274 0 -5.930852 0.049012482 0.072501689740101502 0 +281 0 -5.930852 0.049012482 0.072501689740101502 0 +282 1 2.9972126 0.81736654 0.29094490822180574 1 +286 1 4.5803294 0.9080592 0.13914177138320383 1 +287 0 -5.5606866 0.058395676 0.086807149888202914 0 +289 1 4.066528 0.8842456 0.17748100143038828 1 +292 1 1.6222827 0.69235265 0.53042102741460506 1 +294 0 -5.5853753 0.0577206 0.085773193245159071 0 +295 1 4.5168552 0.905375 0.14341261862012408 1 +298 0 -5.2744646 0.066780314 0.099711353775909312 0 +302 1 4.862018 0.91916156 0.12160963309163755 1 +305 1 4.1092563 0.8864144 0.17394676227318479 1 +306 0 -5.930852 0.049012482 0.072501689740101502 0 +307 0 -5.930852 0.049012482 0.072501689740101502 0 +310 0 -5.5606866 0.058395676 0.086807149888202914 0 +313 0 -5.988699 0.047681797 0.070484386102844923 0 +315 0 2.2627196 0.75608975 2.0355776901336782 1 +318 0 -5.5028396 0.060006518 0.089277341713061412 0 +320 1 4.179589 0.8899073 0.16827303309401515 1 +322 0 -5.930852 0.049012482 0.072501689740101502 0 +324 0 -5.930852 0.049012482 0.072501689740101502 0 +325 0 -5.395878 0.063095085 0.09402545691173847 0 +326 1 0.8381129 0.6032574 0.72915434489776665 1 +330 1 3.2456188 0.8351822 0.25983714777503131 1 +334 1 4.352417 0.89809257 0.15506394123785677 1 +335 0 -5.988699 0.047681797 0.070484386102844923 0 +337 0 -5.930852 0.049012482 0.072501689740101502 0 +339 1 4.352417 0.89809257 0.15506394123785677 1 +340 1 3.9379773 0.87750244 0.18852495556726953 1 +341 0 -5.930852 0.049012482 0.072501689740101502 0 +342 0 -5.988699 0.047681797 0.070484386102844923 0 +345 0 -5.988699 0.047681797 0.070484386102844923 0 +351 0 -5.930852 0.049012482 0.072501689740101502 0 +356 1 -0.46859434 0.4416922 1.1788867286260731 0 +357 1 5.0928497 0.92733294 0.10884069631894705 1 +359 1 2.5177145 0.77882934 0.36062086780828306 1 +362 0 -5.0131927 0.075397044 0.11309412059660955 0 +363 0 -0.8868648 0.3909234 0.71530444126794357 0 +364 0 -5.930852 0.049012482 0.072501689740101502 0 +365 0 -5.988699 0.047681797 0.070484386102844923 0 +367 1 4.9810567 0.92347515 0.11485496075210538 1 +369 0 -5.6821 0.055145808 0.081836381511157436 0 +372 0 -5.6821 0.055145808 0.081836381511157436 0 +374 0 -5.6821 0.055145808 0.081836381511157436 0 +375 0 -5.988699 0.047681797 0.070484386102844923 0 +380 0 -5.988699 0.047681797 0.070484386102844923 0 +382 0 -5.395878 0.063095085 0.09402545691173847 0 +385 0 -4.120762 0.11300764 0.17300642057215146 0 +386 1 4.634106 0.9102796 0.13561839000666345 1 +390 0 -5.988699 0.047681797 0.070484386102844923 0 +393 0 -5.988699 0.047681797 0.070484386102844923 0 +394 0 -5.395878 0.063095085 0.09402545691173847 0 +397 0 -5.988699 0.047681797 0.070484386102844923 0 +400 1 4.3584313 0.89836746 0.15462241513783956 1 +401 0 -5.988699 0.047681797 0.070484386102844923 0 +402 0 -5.071475 0.07339051 0.10996664257472752 0 +403 0 -5.1304216 0.07141123 0.10688826077069402 0 +405 0 -5.988699 0.047681797 0.070484386102844923 0 +407 0 -5.988699 0.047681797 0.070484386102844923 0 +408 0 -1.2366258 0.35016525 0.6218551962231742 0 +410 0 -5.988699 0.047681797 0.070484386102844923 0 +411 0 -5.5853753 0.0577206 0.085773193245159071 0 +412 1 4.984674 0.9236029 0.11465542461105989 1 +417 0 -5.988699 0.047681797 0.070484386102844923 0 +420 0 -5.0131927 0.075397044 0.11309412059660955 0 +421 1 5.0928497 0.92733294 0.10884069631894705 1 +424 0 -5.988699 0.047681797 0.070484386102844923 0 +425 1 4.862018 0.91916156 0.12160963309163755 1 +426 0 -3.8170145 0.12914865 0.19950161126898713 0 +427 1 4.0041237 0.8810134 0.18276414333768323 1 +431 0 -4.980139 0.07655729 0.11490564062268104 0 +432 0 -5.988699 0.047681797 0.070484386102844923 0 +433 0 -5.395878 0.063095085 0.09402545691173847 0 +435 1 4.634106 0.9102796 0.13561839000666345 1 +437 0 -5.988699 0.047681797 0.070484386102844923 0 +438 0 -5.6821 0.055145808 0.081836381511157436 0 +443 0 -5.7885575 0.05243711 0.077706399016059705 0 +444 0 -5.5606866 0.058395676 0.086807149888202914 0 +445 0 -5.988699 0.047681797 0.070484386102844923 0 +446 0 -5.988699 0.047681797 0.070484386102844923 0 +447 0 -5.988699 0.047681797 0.070484386102844923 0 +448 0 -5.988699 0.047681797 0.070484386102844923 0 +458 0 -5.6821 0.055145808 0.081836381511157436 0 +459 0 -5.6821 0.055145808 0.081836381511157436 0 +460 0 -5.988699 0.047681797 0.070484386102844923 0 +461 0 -2.4783816 0.22457686 0.3669443078200384 0 +462 0 -5.988699 0.047681797 0.070484386102844923 0 +463 0 -5.988699 0.047681797 0.070484386102844923 0 +468 0 -5.988699 0.047681797 0.070484386102844923 0 +469 0 -5.6821 0.055145808 0.081836381511157436 0 +470 0 -5.988699 0.047681797 0.070484386102844923 0 +471 0 -5.988699 0.047681797 0.070484386102844923 0 +472 0 -5.988699 0.047681797 0.070484386102844923 0 +473 0 -5.988699 0.047681797 0.070484386102844923 0 +475 0 -5.988699 0.047681797 0.070484386102844923 0 +476 0 -5.6821 0.055145808 0.081836381511157436 0 +477 0 -5.988699 0.047681797 0.070484386102844923 0 +478 0 -5.702477 0.054617334 0.081029682625681818 0 +479 1 4.091596 0.88552237 0.17539934941266619 1 +481 0 -4.329663 0.1029534 0.15674515706826109 0 +485 0 -5.6060133 0.05716192 0.084918066204109979 0 +486 0 -5.988699 0.047681797 0.070484386102844923 0 +488 1 0.43257487 0.55386204 0.85240144318577837 1 +490 0 -5.988699 0.047681797 0.070484386102844923 0 +491 1 4.0581117 0.88381416 0.1781850559542007 1 +494 0 -1.2155253 0.35256973 0.62720327387046104 0 +496 0 -5.988699 0.047681797 0.070484386102844923 0 +498 0 -5.988699 0.047681797 0.070484386102844923 0 +499 0 -5.988699 0.047681797 0.070484386102844923 0 +500 0 -5.930852 0.049012482 0.072501689740101502 0 +503 0 -5.930852 0.049012482 0.072501689740101502 0 +505 0 -5.3780737 0.063623376 0.094839176173554335 0 +506 1 4.15133 0.88851535 0.17053138920381161 1 +508 0 -5.988699 0.047681797 0.070484386102844923 0 +509 0 -5.988699 0.047681797 0.070484386102844923 0 +511 0 -5.988699 0.047681797 0.070484386102844923 0 +512 0 -5.988699 0.047681797 0.070484386102844923 0 +515 1 3.5658472 0.85605747 0.22422045036589455 1 +516 0 -5.988699 0.047681797 0.070484386102844923 0 +518 0 -5.6821 0.055145808 0.081836381511157436 0 +524 0 -5.988699 0.047681797 0.070484386102844923 0 +525 0 -5.988699 0.047681797 0.070484386102844923 0 +526 0 -5.988699 0.047681797 0.070484386102844923 0 +530 1 4.2092166 0.89135027 0.16593562329090489 1 +536 0 -5.930852 0.049012482 0.072501689740101502 0 +537 0 -5.6242533 0.056672383 0.08416919016722782 0 +542 0 -5.3780737 0.063623376 0.094839176173554335 0 +543 0 -5.988699 0.047681797 0.070484386102844923 0 +545 0 -5.988699 0.047681797 0.070484386102844923 0 +550 0 -5.988699 0.047681797 0.070484386102844923 0 +551 0 -5.930852 0.049012482 0.072501689740101502 0 +552 0 -5.0533915 0.07400777 0.11092800997848973 0 +553 0 -0.57849014 0.4281887 0.80638899321224022 0 +554 0 -5.988699 0.047681797 0.070484386102844923 0 +555 0 -5.3780737 0.063623376 0.094839176173554335 0 +556 0 -5.395878 0.063095085 0.09402545691173847 0 +562 0 -5.930852 0.049012482 0.072501689740101502 0 +564 0 -5.930852 0.049012482 0.072501689740101502 0 +567 0 -5.6060133 0.05716192 0.084918066204109979 0 +568 1 4.631364 0.9101675 0.13579599878545642 1 +570 1 4.634517 0.9102963 0.13559184504081961 1 +571 1 4.4032745 0.90039647 0.15136770016339701 1 +572 0 -5.988699 0.047681797 0.070484386102844923 0 +573 0 -5.988699 0.047681797 0.070484386102844923 0 +574 1 4.4871845 0.90409636 0.14545154142599023 1 +575 0 -5.6242533 0.056672383 0.08416919016722782 0 +576 0 -5.988699 0.047681797 0.070484386102844923 0 +579 0 -5.930852 0.049012482 0.072501689740101502 0 +580 0 -5.6821 0.055145808 0.081836381511157436 0 +583 0 -5.988699 0.047681797 0.070484386102844923 0 +585 0 -5.988699 0.047681797 0.070484386102844923 0 +587 0 -5.988699 0.047681797 0.070484386102844923 0 +588 1 4.981907 0.9235052 0.11480803049817771 1 +589 0 -5.988699 0.047681797 0.070484386102844923 0 +591 1 4.091596 0.88552237 0.17539934941266619 1 +592 1 4.20159 0.8909804 0.16653436311445263 1 +595 0 -5.988699 0.047681797 0.070484386102844923 0 +596 0 -5.6821 0.055145808 0.081836381511157436 0 +597 0 -5.6242533 0.056672383 0.08416919016722782 0 +598 0 -5.988699 0.047681797 0.070484386102844923 0 +599 0 -5.228661 0.06822181 0.10194152910208722 0 +601 0 -5.988699 0.047681797 0.070484386102844923 0 +603 1 0.14873415 0.5185832 0.94735268518493088 1 +605 1 3.580217 0.85694057 0.22273294417355075 1 +608 1 4.5168552 0.905375 0.14341261862012408 1 +610 1 4.2765884 0.8945698 0.16073401710738369 1 +611 1 3.5541294 0.85533404 0.22544013244762925 1 +615 0 -5.6821 0.055145808 0.081836381511157436 0 +616 0 -5.988699 0.047681797 0.070484386102844923 0 +620 0 -5.988699 0.047681797 0.070484386102844923 0 +623 0 -5.988699 0.047681797 0.070484386102844923 0 +625 0 -4.823823 0.082268886 0.12385657491775232 0 +626 1 1.1932129 0.6448795 0.63289844167171183 1 +628 0 -5.988699 0.047681797 0.070484386102844923 0 +630 0 -5.395878 0.063095085 0.09402545691173847 0 +631 0 -5.988699 0.047681797 0.070484386102844923 0 +632 0 -5.988699 0.047681797 0.070484386102844923 0 +635 0 -5.514883 0.059667755 0.08875750443559767 0 +636 1 3.3131282 0.8397762 0.2519231625723693 1 +637 0 -5.0285196 0.074864544 0.11226347798369646 0 +640 0 -5.988699 0.047681797 0.070484386102844923 0 +643 0 -5.988699 0.047681797 0.070484386102844923 0 +646 0 -5.395878 0.063095085 0.09402545691173847 0 +647 0 -5.988699 0.047681797 0.070484386102844923 0 +648 1 4.275402 0.8945139 0.16082418601609699 1 +650 0 -5.1304216 0.07141123 0.10688826077069402 0 +651 0 -5.702477 0.054617334 0.081029682625681818 0 +655 0 -5.988699 0.047681797 0.070484386102844923 0 +658 1 5.0092125 0.9244641 0.11331078855535538 1 +659 0 -5.988699 0.047681797 0.070484386102844923 0 +662 0 -5.6821 0.055145808 0.081836381511157436 0 +663 0 -5.6821 0.055145808 0.081836381511157436 0 +664 0 -5.988699 0.047681797 0.070484386102844923 0 +666 0 -5.395878 0.063095085 0.09402545691173847 0 +667 0 -5.930852 0.049012482 0.072501689740101502 0 +669 1 3.42137 0.84692514 0.2396936409735432 1 +671 0 -5.702477 0.054617334 0.081029682625681818 0 +672 0 -5.930852 0.049012482 0.072501689740101502 0 +673 0 -4.6434627 0.0893391 0.13501415250433074 0 +674 0 -5.988699 0.047681797 0.070484386102844923 0 +675 0 -5.514883 0.059667755 0.08875750443559767 0 +676 0 -5.6821 0.055145808 0.081836381511157436 0 +677 0 -5.988699 0.047681797 0.070484386102844923 0 +684 0 -5.988699 0.047681797 0.070484386102844923 0 +686 0 -5.988699 0.047681797 0.070484386102844923 0 +687 0 -5.988699 0.047681797 0.070484386102844923 0 +690 0 -5.988699 0.047681797 0.070484386102844923 0 +695 0 -5.988699 0.047681797 0.070484386102844923 0 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-out.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-out.txt index c63f543e9c..cabec44924 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-out.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-out.txt @@ -8,28 +8,28 @@ Confusion table ||====================== PREDICTED || positive | negative | Recall TRUTH ||====================== - positive || 240 | 1 | 0.9959 - negative || 8 | 450 | 0.9825 + positive || 239 | 2 | 0.9917 + negative || 10 | 448 | 0.9782 ||====================== -Precision || 0.9677 | 0.9978 | -OVERALL 0/1 ACCURACY: 0.987124 -LOG LOSS/instance: 0.154862 +Precision || 0.9598 | 0.9956 | +OVERALL 0/1 ACCURACY: 0.982833 +LOG LOSS/instance: 0.156168 Test-set entropy (prior Log-Loss/instance): 0.929318 -LOG-LOSS REDUCTION (RIG): 0.833360 -AUC: 0.999139 +LOG-LOSS REDUCTION (RIG): 0.831955 +AUC: 0.998845 OVERALL RESULTS --------------------------------------- -AUC: 0.999139 (0.0000) -Accuracy: 0.987124 (0.0000) -Positive precision: 0.967742 (0.0000) -Positive recall: 0.995851 (0.0000) -Negative precision: 0.997783 (0.0000) -Negative recall: 0.982533 (0.0000) -Log-loss: 0.154862 (0.0000) -Log-loss reduction: 0.833360 (0.0000) -F1 Score: 0.981595 (0.0000) -AUPRC: 0.998350 (0.0000) +AUC: 0.998845 (0.0000) +Accuracy: 0.982833 (0.0000) +Positive precision: 0.959839 (0.0000) +Positive recall: 0.991701 (0.0000) +Negative precision: 0.995556 (0.0000) +Negative recall: 0.978166 (0.0000) +Log-loss: 0.156168 (0.0000) +Log-loss reduction: 0.831955 (0.0000) +F1 Score: 0.975510 (0.0000) +AUPRC: 0.997770 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-rp.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-rp.txt index fd18003c96..fd582a27a7 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-rp.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss-rp.txt @@ -1,4 +1,4 @@ LightGBM AUC Accuracy Positive precision Positive recall Negative precision Negative recall Log-loss Log-loss reduction F1 Score AUPRC /iter /lr /nl /mil /booster /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.999139 0.987124 0.967742 0.995851 0.997783 0.982533 0.154862 0.83336 0.981595 0.99835 10 0.2 20 10 goss + 1 LightGBM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBM{nt=1 iter=10 v=+ booster=goss lr=0.2 mil=10 nl=20} cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:goss;/v:+;/nt:1 +0.998845 0.982833 0.959839 0.991701 0.995556 0.978166 0.156168 0.831955 0.97551 0.99777 10 0.2 20 10 goss + 1 LightGBM %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBM{nt=1 iter=10 v=+ booster=goss lr=0.2 mil=10 nl=20} cache=- dout=%Output% loader=Text{sparse- col=Attr:TX:6 col=Label:0 col=Features:1-5,6,7-9} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/booster:goss;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss.txt b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss.txt index 0cef6e1e6a..2aaa8c93aa 100644 --- a/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss.txt +++ b/test/BaselineOutput/Common/LightGBM/LightGBMGoss-TrainTest-breast-cancer.goss.txt @@ -1,700 +1,700 @@ Instance Label Score Probability Log-loss Assigned -0 0 -6.14915657 0.04416814 0.065171239385489743 0 -1 0 0.5598286 0.5695252 1.2159992506815431 1 -2 0 -6.199036 0.04312714 0.063600846026490604 0 -3 0 -0.426361918 0.446905673 0.85440254907653823 0 -4 0 -5.90385962 0.0496453829 0.073462151071781806 0 -5 1 4.98570251 0.9236391 0.11459881835596869 1 -6 0 -3.42674065 0.152727082 0.23910133962953112 0 -7 0 -6.14915657 0.04416814 0.065171239385489743 0 -8 0 -6.14915657 0.04416814 0.065171239385489743 0 -9 0 -6.035988 0.0466195568 0.068876063408424656 0 -10 0 -6.14915657 0.04416814 0.065171239385489743 0 -11 0 -6.14915657 0.04416814 0.065171239385489743 0 -12 1 1.79109824 0.710034 0.49403995912268778 1 -13 0 -6.096529 0.04529246 0.06686924067721052 0 -14 1 4.98570251 0.9236391 0.11459881835596869 1 -15 1 1.547869 0.6843714 0.54714859940142069 1 -16 0 -6.14915657 0.04416814 0.065171239385489743 0 -17 0 -6.14915657 0.04416814 0.065171239385489743 0 -18 1 4.901923 0.920631766 0.1193038713994156 1 -19 0 -4.471893 0.0965686142 0.14651306013857407 0 -20 1 2.284919 0.7581309 0.39948111188162999 1 -21 1 4.90909 0.9208932 0.11889425658087918 1 -22 0 -6.14915657 0.04416814 0.065171239385489743 0 -23 1 0.63118124 0.5782493 0.79023654114607145 1 -24 0 -6.14915657 0.04416814 0.065171239385489743 0 -25 1 1.61911356 0.692015052 0.53112467699463151 1 -26 0 -6.035988 0.0466195568 0.068876063408424656 0 -27 0 -6.14915657 0.04416814 0.065171239385489743 0 -28 0 -6.14915657 0.04416814 0.065171239385489743 0 -29 0 -6.082825 0.0455896668 0.067318432034379094 0 -30 0 -6.14915657 0.04416814 0.065171239385489743 0 -31 0 -6.14915657 0.04416814 0.065171239385489743 0 -32 1 4.838894 0.918298244 0.12296530731908516 1 -33 0 -6.14915657 0.04416814 0.065171239385489743 0 -34 0 -6.14915657 0.04416814 0.065171239385489743 0 -35 0 -6.14915657 0.04416814 0.065171239385489743 0 -36 1 4.02235031 0.8819654 0.18120603771625074 1 -37 0 -2.41060734 0.230533063 0.37806875851571375 0 -38 1 4.45244646 0.9025798 0.14787362885870955 1 -39 1 2.98519278 0.816467643 0.29253238303779544 1 -40 0 1.257215 0.652173638 1.5235608166724011 1 -41 1 3.82946038 0.8715496 0.19834531377242934 1 -42 1 4.248983 0.893260956 0.16284639137027879 1 -43 1 0.6841451 0.5846939 0.77424653340874172 1 -44 1 4.214984 0.8916292 0.16548419980686946 1 -45 0 -6.14915657 0.04416814 0.065171239385489743 0 -46 1 2.98619747 0.8165429 0.29239936853520443 1 -47 0 -6.14915657 0.04416814 0.065171239385489743 0 -48 0 -5.90385962 0.0496453829 0.073462151071781806 0 -49 1 3.420761 0.8468856 0.23976095929514668 1 -50 1 4.212848 0.891526 0.16565124861515518 1 -51 1 2.664962 0.7912507 0.33779321360156311 1 -52 1 4.2187953 0.8918132 0.16518651122781042 1 -53 1 3.66934729 0.862317562 0.21370883241570424 1 -54 1 4.77875328 0.9160136 0.12655907925146567 1 -55 1 4.8564 0.9189526 0.12193767103150657 1 -56 1 4.392892 0.8999299 0.15211549804075244 1 -57 1 0.8374444 0.6031774 0.72934565296431975 1 -58 1 2.89861727 0.809892 0.30419856124885736 1 -59 1 1.44373834 0.6730185 0.57128190017068248 1 -60 1 3.156503 0.8289567 0.27063130901125354 1 -61 0 -6.199036 0.04312714 0.063600846026490604 0 -62 1 4.54842663 0.906718731 0.14127300656950673 1 -63 1 0.58233124 0.5722815 0.805203175719859 1 -64 0 -6.14915657 0.04416814 0.065171239385489743 0 -65 1 1.92689419 0.723811448 0.46631416969339767 1 -66 0 -6.14915657 0.04416814 0.065171239385489743 0 -67 1 4.498553 0.9045881 0.14466707242132471 1 -68 1 5.24296427 0.9322314 0.10123994683031565 1 -69 0 -6.044673 0.0464269258 0.06858459553693444 0 -70 0 -5.889901 0.0499757044 0.073963685979628824 0 -71 1 1.2618227 0.6526961 0.61551673553138608 1 -72 0 -4.43918657 0.09800475 0.14880826021893095 0 -73 1 4.89666033 0.920439243 0.11960560010048378 1 -74 1 4.86052656 0.9191061 0.12169664102130118 1 -75 0 -4.69533968 0.087251164 0.13171017108002656 0 -76 0 -5.753099 0.053325057 0.079058958177839408 0 -77 0 -4.65518332 0.08886346 0.134260830505608 0 -78 0 -6.096529 0.04529246 0.06686924067721052 0 -79 0 -5.98978138 0.04765723 0.07044716735374186 0 -80 0 -4.34522867 0.10223683 0.15559318231919289 0 -81 0 -6.14915657 0.04416814 0.065171239385489743 0 -82 0 -5.77863026 0.05268429 0.078082782657911826 0 -83 0 -4.508277 0.0949930847 0.1439992787407354 0 -84 1 4.7416153 0.914573967 0.12882824020286157 1 -85 1 2.51375747 0.778488338 0.36125266745817897 1 -86 1 2.99043226 0.8168599 0.29183943087922271 1 -87 1 4.7416153 0.914573967 0.12882824020286157 1 -88 0 -6.14915657 0.04416814 0.065171239385489743 0 -89 0 -5.98978138 0.04765723 0.07044716735374186 0 -90 0 -6.14915657 0.04416814 0.065171239385489743 0 -91 0 -6.14915657 0.04416814 0.065171239385489743 0 -92 0 -6.14915657 0.04416814 0.065171239385489743 0 -93 0 -6.14915657 0.04416814 0.065171239385489743 0 -94 0 -6.14915657 0.04416814 0.065171239385489743 0 -95 0 -6.14915657 0.04416814 0.065171239385489743 0 -96 0 -6.14915657 0.04416814 0.065171239385489743 0 -97 0 -6.14915657 0.04416814 0.065171239385489743 0 -98 1 4.73396254 0.9142746 0.12930059690366921 1 -99 1 4.86613 0.919314146 0.12137015449193914 1 -100 1 4.2187953 0.8918132 0.16518651122781042 1 -101 1 2.5668695 0.7830339 0.35285331355479388 1 -102 0 -6.14915657 0.04416814 0.065171239385489743 0 -103 1 1.46535337 0.6753924 0.56620217255209904 1 -104 1 4.3789525 0.8993005 0.15312479895508171 1 -105 1 4.18847942 0.890342057 0.1675683894016913 1 -106 1 4.23125935 0.892413 0.16421653250915846 1 -107 1 4.7416153 0.914573967 0.12882824020286157 1 -108 0 -4.378879 0.100702837 0.15313017760325101 0 -109 1 4.59610033 0.9087154 0.13809952373103754 1 -110 0 -2.80926847 0.19708176 0.31667500644044538 0 -111 1 4.29122353 0.895258 0.15962457419980686 1 -112 1 5.04862261 0.925828636 0.11118290930141229 1 -113 1 4.77585554 0.9159021 0.12673473119018377 1 -114 0 -3.85615182 0.1269637 0.19588646190170933 0 -115 0 -3.42674065 0.152727082 0.23910133962953112 0 -116 0 -2.12945914 0.256406665 0.42741425548892653 0 -117 1 5.044199 0.925676644 0.11141977374113672 1 -118 0 -5.937154 0.04886582 0.072279214983121481 0 -119 0 -6.085867 0.04552354 0.067218476393797064 0 -120 0 -6.14915657 0.04416814 0.065171239385489743 0 -121 0 -5.325892 0.06519556 0.097263509147153177 0 -122 1 4.97387552 0.923221 0.11525206670400909 1 -123 1 4.769833 0.915669858 0.12710056143575577 1 -124 1 4.08171034 0.8850203 0.17621752223753509 1 -125 0 -6.14915657 0.04416814 0.065171239385489743 0 -126 1 4.963561 0.922854662 0.11582463553875291 1 -127 0 -6.14915657 0.04416814 0.065171239385489743 0 -128 1 4.043775 0.8830761 0.17939037208307354 1 -129 0 -5.98978138 0.04765723 0.07044716735374186 0 -130 0 -5.889901 0.0499757044 0.073963685979628824 0 -131 0 -6.14915657 0.04416814 0.065171239385489743 0 -132 1 2.993366 0.817079246 0.29145208710320708 1 -133 0 -6.044673 0.0464269258 0.06858459553693444 0 -134 0 -5.98978138 0.04765723 0.07044716735374186 0 -135 0 -3.66878319 0.137715936 0.21376487680782219 0 -136 0 -6.14915657 0.04416814 0.065171239385489743 0 -137 0 -6.14915657 0.04416814 0.065171239385489743 0 -138 0 -6.14915657 0.04416814 0.065171239385489743 0 -139 0 -6.14915657 0.04416814 0.065171239385489743 0 -140 0 -6.14915657 0.04416814 0.065171239385489743 0 -141 0 -6.14915657 0.04416814 0.065171239385489743 0 -142 1 4.82708263 0.9178541 0.12366329665725791 1 -143 0 -3.42674065 0.152727082 0.23910133962953112 0 -144 0 -6.14915657 0.04416814 0.065171239385489743 0 -145 0 -6.082825 0.0455896668 0.067318432034379094 0 -146 1 1.4418112 0.6728064 0.57173670395735843 1 -147 0 -6.039661 0.0465379953 0.068752646415957713 0 -148 0 -3.38662744 0.155340552 0.2435583063788444 0 -149 1 4.943856 0.922150254 0.11692625377771564 1 -150 0 -6.14915657 0.04416814 0.065171239385489743 0 -151 1 3.86041069 0.8732721 0.1954968117368297 1 -152 1 4.911988 0.9209987 0.11872898667830153 1 -153 0 -5.33655357 0.06487142 0.096763350502811929 0 -154 0 -6.14915657 0.04416814 0.065171239385489743 0 -155 1 3.30133939 0.838981569 0.25328897775467257 1 -156 0 -6.035988 0.0466195568 0.068876063408424656 0 -157 0 -6.14915657 0.04416814 0.065171239385489743 0 -158 0 -5.98978138 0.04765723 0.07044716735374186 0 -159 1 4.851438 0.9187676 0.12222815821391096 1 -160 1 4.97387552 0.923221 0.11525206670400909 1 -161 0 -6.044673 0.0464269258 0.06858459553693444 0 -162 0 -6.14915657 0.04416814 0.065171239385489743 0 -163 0 -5.5056324 0.0599278 0.089156529265196086 0 -164 0 -6.14915657 0.04416814 0.065171239385489743 0 -165 0 -5.33457661 0.064931415 0.096855907876797404 0 -166 1 3.69005752 0.8635424 0.21166111579404867 1 -167 1 3.80588245 0.870224059 0.20054119202451859 1 -168 0 -6.14915657 0.04416814 0.065171239385489743 0 -169 0 -6.14915657 0.04416814 0.065171239385489743 0 -170 0 -6.14915657 0.04416814 0.065171239385489743 0 -171 0 -6.14915657 0.04416814 0.065171239385489743 0 -172 0 -6.14915657 0.04416814 0.065171239385489743 0 -173 1 4.89491463 0.9203753 0.11970584777962659 1 -174 1 5.00325441 0.9242558 0.11363592129664966 1 -175 1 4.89204931 0.920270264 0.11987048210092344 1 -176 0 -6.14915657 0.04416814 0.065171239385489743 0 -177 1 3.85008621 0.872699738 0.19644273159651102 1 -178 0 -6.14915657 0.04416814 0.065171239385489743 0 -179 1 2.1673696 0.747190654 0.42045168468907884 1 -180 0 -6.14915657 0.04416814 0.065171239385489743 0 -181 0 -6.14915657 0.04416814 0.065171239385489743 0 -182 0 -4.471893 0.0965686142 0.14651306013857407 0 -183 1 4.89204931 0.920270264 0.11987048210092344 1 -184 1 5.00325441 0.9242558 0.11363592129664966 1 -185 0 -6.14915657 0.04416814 0.065171239385489743 0 -186 1 4.420191 0.901152432 0.15015693308897907 1 -187 1 4.97677326 0.923323631 0.11509168383465308 1 -188 1 4.57349 0.9077733 0.13959601416292619 1 -189 0 -5.89413071 0.0498753935 0.073811363152487652 0 -190 1 4.911988 0.9209987 0.11872898667830153 1 -191 1 4.854318 0.918875039 0.12205941772097759 1 -192 0 -6.14915657 0.04416814 0.065171239385489743 0 -193 0 -6.14915657 0.04416814 0.065171239385489743 0 -194 0 -6.14915657 0.04416814 0.065171239385489743 0 -195 0 -6.14915657 0.04416814 0.065171239385489743 0 -196 0 2.26427865 0.7562335 2.0364282990147977 1 -197 0 -5.90385962 0.0496453829 0.073462151071781806 0 -198 0 -6.14915657 0.04416814 0.065171239385489743 0 -199 0 -6.14915657 0.04416814 0.065171239385489743 0 -200 1 4.27754164 0.894614756 0.16066154000193045 1 -201 1 4.9108367 0.9209568 0.11879462550871622 1 -202 0 -6.14915657 0.04416814 0.065171239385489743 0 -203 0 -6.14915657 0.04416814 0.065171239385489743 0 -204 0 -6.14915657 0.04416814 0.065171239385489743 0 -205 1 4.89491463 0.9203753 0.11970584777962659 1 -206 1 4.54842663 0.906718731 0.14127300656950673 1 -207 0 -6.14915657 0.04416814 0.065171239385489743 0 -208 0 -6.14915657 0.04416814 0.065171239385489743 0 -209 0 -6.14915657 0.04416814 0.065171239385489743 0 -210 1 4.86613 0.919314146 0.12137015449193914 1 -211 1 3.753075 0.8672129 0.20554189161072678 1 -212 0 -6.14915657 0.04416814 0.065171239385489743 0 -213 1 4.854336 0.9188757 0.12205838830543954 1 -214 1 4.97677326 0.923323631 0.11509168383465308 1 -215 1 4.54470539 0.906561255 0.14152359013527399 1 -216 0 -6.14915657 0.04416814 0.065171239385489743 0 -217 0 -6.14915657 0.04416814 0.065171239385489743 0 -218 1 4.269175 0.894219756 0.16129867498451117 1 -219 0 -5.41139841 0.0626378953 0.093321623659501682 0 -220 0 -6.14915657 0.04416814 0.065171239385489743 0 -221 1 4.97905827 0.9234045 0.11496530873290033 1 -222 1 -1.72266948 0.297060549 1.7511710722359197 0 -223 1 4.084362 0.885155141 0.17599775602426768 1 -224 1 4.854336 0.9188757 0.12205838830543954 1 -225 0 -6.14915657 0.04416814 0.065171239385489743 0 -226 1 4.851438 0.9187676 0.12222815821391096 1 -227 1 3.426977 0.8472882 0.23907533256843894 1 -228 0 -6.14915657 0.04416814 0.065171239385489743 0 -229 1 4.851438 0.9187676 0.12222815821391096 1 -230 1 3.44043255 0.8481567 0.23759727837060396 1 -231 1 3.60812 0.858642459 0.21987058067068027 1 -232 0 0.0396777652 0.5049596 1.0143817785484179 1 -233 1 4.44230366 0.9021329 0.148588066093372 1 -234 0 -5.810265 0.0519004278 0.076889511721541862 0 -235 0 -5.60936737 0.0570716038 0.084779874802798402 0 -236 1 4.83962631 0.9183257 0.12292213898223915 1 -237 1 4.25274467 0.8934401 0.16255704255021455 1 -238 1 4.16481352 0.889181435 0.16945026770662003 1 -239 1 5.143821 0.9290317 0.106200224332722 1 -240 0 -2.729537 0.203466386 0.32819284889240991 0 -241 0 -6.1619277 0.0438993424 0.064765582800285854 0 -242 0 -6.14915657 0.04416814 0.065171239385489743 0 -243 0 -1.93160343 0.2757181 0.46537675836793885 0 -244 0 -6.14915657 0.04416814 0.065171239385489743 0 -245 0 -5.43906069 0.0618307032 0.092079807904056718 0 -246 1 4.86326456 0.9192078 0.12153703694240259 1 -247 1 3.91011429 0.875997 0.19100215445335081 1 -248 0 -4.378879 0.100702837 0.15313017760325101 0 -249 0 -6.14915657 0.04416814 0.065171239385489743 0 -250 0 -6.035988 0.0466195568 0.068876063408424656 0 -251 1 4.91714144 0.921186 0.11843565588374066 1 -252 0 1.59760523 0.6897183 1.688349511935274 1 -253 1 4.248983 0.893260956 0.16284639137027879 1 -254 1 4.54842663 0.906718731 0.14127300656950673 1 -255 1 1.25703537 0.652153254 0.61671706269546267 1 -256 0 -6.14915657 0.04416814 0.065171239385489743 0 -257 0 -6.14915657 0.04416814 0.065171239385489743 0 -258 0 -6.14915657 0.04416814 0.065171239385489743 0 -259 0 -0.6770581 0.416166842 0.77637194580274438 0 -260 1 4.913735 0.921062231 0.11862946037949892 1 -261 1 4.89204931 0.920270264 0.11987048210092344 1 -262 1 4.943856 0.922150254 0.11692625377771564 1 -263 1 4.996957 0.9240351 0.11398048381801992 1 -264 1 4.101638 0.8860303 0.17457203210747249 1 -265 0 -5.31195974 0.0656214 0.097920859735866006 0 -266 1 4.962064 0.9228013 0.11590803378545907 1 -267 1 4.46724939 0.903228641 0.14683686150731293 1 -268 1 4.838894 0.918298244 0.12296530731908516 1 -269 0 -6.14915657 0.04416814 0.065171239385489743 0 -270 1 3.99410582 0.8804873 0.18362586250002905 1 -271 0 -6.14915657 0.04416814 0.065171239385489743 0 -272 1 4.46724939 0.903228641 0.14683686150731293 1 -273 1 1.62238646 0.692363739 0.53039792609706737 1 -274 0 -6.044673 0.0464269258 0.06858459553693444 0 -275 0 -6.082825 0.0455896668 0.067318432034379094 0 -276 0 -6.14915657 0.04416814 0.065171239385489743 0 -277 0 -6.14915657 0.04416814 0.065171239385489743 0 -278 0 -6.14915657 0.04416814 0.065171239385489743 0 -279 1 4.8564 0.9189526 0.12193767103150657 1 -280 0 -6.14915657 0.04416814 0.065171239385489743 0 -281 0 -6.14915657 0.04416814 0.065171239385489743 0 -282 1 4.229678 0.892337143 0.16433920173152408 1 -283 1 4.93638468 0.9218817 0.11734650345868525 1 -284 1 3.7029593 0.8643007 0.21039471874671631 1 -285 1 4.98570251 0.9236391 0.11459881835596869 1 -286 1 4.842524 0.9184343 0.1227515383688144 1 -287 0 -5.98978138 0.04765723 0.07044716735374186 0 -288 1 1.631785 0.6933637 0.52831573208205507 1 -289 1 4.43651152 0.9018769 0.14899752366282559 1 -290 0 -6.14915657 0.04416814 0.065171239385489743 0 -291 0 -6.14915657 0.04416814 0.065171239385489743 0 -292 1 2.93332624 0.812549651 0.29947212359977138 1 -293 1 4.056686 0.883740962 0.17830454003324098 1 -294 0 -6.14915657 0.04416814 0.065171239385489743 0 -295 1 5.044199 0.925676644 0.11141977374113672 1 -296 0 0.453688 0.5564691 1.1728934210491282 1 -297 0 -2.06043148 0.263042271 0.44034622469731854 0 -298 0 -3.34269285 0.158244744 0.24852727038373149 0 -299 1 1.98294723 0.7293789 0.45525967133308004 1 -300 1 3.32398176 0.840505064 0.25067158403618323 1 -301 0 -6.14915657 0.04416814 0.065171239385489743 0 -302 1 4.854336 0.9188757 0.12205838830543954 1 -303 0 -6.14915657 0.04416814 0.065171239385489743 0 -304 1 3.817549 0.8708814 0.19945186984838004 1 -305 1 4.15424776 0.8886598 0.17029690811228348 1 -306 0 -6.14915657 0.04416814 0.065171239385489743 0 -307 0 -6.14915657 0.04416814 0.065171239385489743 0 -308 1 4.12483549 0.887196362 0.17267464519985259 1 -309 0 -1.93160343 0.2757181 0.46537675836793885 0 -310 0 -5.98978138 0.04765723 0.07044716735374186 0 -311 0 -6.14915657 0.04416814 0.065171239385489743 0 -312 1 1.220584 0.6480074 0.62591782249469186 1 -313 0 -6.14915657 0.04416814 0.065171239385489743 0 -314 0 -6.14915657 0.04416814 0.065171239385489743 0 -315 0 -0.2957865 0.463093936 0.89725839679885355 0 -316 1 2.38934231 0.767575443 0.38161953907370794 1 -317 1 4.23863268 0.8927665 0.16364524142311579 1 -318 0 -5.98978138 0.04765723 0.07044716735374186 0 -319 0 0.8018766 0.5989131 1.3180131530139967 1 -320 1 5.193914 0.9306655 0.1036653785442138 1 -321 0 -6.14915657 0.04416814 0.065171239385489743 0 -322 0 -6.14915657 0.04416814 0.065171239385489743 0 -323 1 4.231391 0.892419338 0.16420631857455212 1 -324 0 -6.14915657 0.04416814 0.065171239385489743 0 -325 0 -4.26571035 0.105944246 0.16156329319491011 0 -326 1 1.90313184 0.72143 0.47106867008889836 1 -327 0 -6.14915657 0.04416814 0.065171239385489743 0 -328 1 4.338956 0.897474945 0.15605643207215025 1 -329 1 4.831732 0.9180292 0.12338806944600822 1 -330 1 4.376808 0.89920336 0.15328066835573279 1 -331 0 -6.14915657 0.04416814 0.065171239385489743 0 -332 0 -5.27885675 0.06664358 0.099499989127742619 0 -333 1 4.90205526 0.9206366 0.11929630563930269 1 -334 1 4.287097 0.895064354 0.15993668091659874 1 -335 0 -6.14915657 0.04416814 0.065171239385489743 0 -336 1 3.30133939 0.838981569 0.25328897775467257 1 -337 0 -6.14915657 0.04416814 0.065171239385489743 0 -338 0 -6.14915657 0.04416814 0.065171239385489743 0 -339 1 4.31728125 0.896473467 0.15766721016406482 1 -340 1 5.19548655 0.9307162 0.10358675026761285 1 -341 0 -6.14915657 0.04416814 0.065171239385489743 0 -342 0 -6.14915657 0.04416814 0.065171239385489743 0 -343 0 -6.14915657 0.04416814 0.065171239385489743 0 -344 1 4.963561 0.922854662 0.11582463553875291 1 -345 0 -6.14915657 0.04416814 0.065171239385489743 0 -346 0 -4.2988 0.104387306 0.15905311793943894 0 -347 0 -4.378879 0.100702837 0.15313017760325101 0 -348 1 0.0314984359 0.503937244 0.98868400959063707 1 -349 1 1.90903354 0.722022653 0.46988399417577403 1 -350 0 -5.90385962 0.0496453829 0.073462151071781806 0 -351 0 -6.14915657 0.04416814 0.065171239385489743 0 -352 0 -0.700710952 0.413296223 0.76929581449641449 0 -353 1 4.13106251 0.887507558 0.17216868957576478 1 -354 0 -6.14915657 0.04416814 0.065171239385489743 0 -355 0 -5.885298 0.0500850976 0.074129818616707366 0 -356 1 0.962609768 0.61805594 0.69419067384754163 1 -357 1 4.98570251 0.9236391 0.11459881835596869 1 -358 1 4.613485 0.9094339 0.13695930991624294 1 -359 1 4.695383 0.912750542 0.13170747428185731 1 -360 1 4.89491463 0.9203753 0.11970584777962659 1 -361 1 4.649921 0.910923243 0.1345986020351472 1 -362 0 -5.16210175 0.0703679547 0.10526829417434669 0 -363 0 -1.677817 0.301764727 0.51821485427015446 0 -364 0 -6.14915657 0.04416814 0.065171239385489743 0 -365 0 -6.14915657 0.04416814 0.065171239385489743 0 -366 1 4.89491463 0.9203753 0.11970584777962659 1 -367 1 4.89491463 0.9203753 0.11970584777962659 1 -368 0 -6.082825 0.0455896668 0.067318432034379094 0 -369 0 -6.082825 0.0455896668 0.067318432034379094 0 -370 0 -5.14845467 0.07081564 0.10596322037172647 0 -371 0 -6.082825 0.0455896668 0.067318432034379094 0 -372 0 -6.14915657 0.04416814 0.065171239385489743 0 -373 0 -6.14915657 0.04416814 0.065171239385489743 0 -374 0 -6.14915657 0.04416814 0.065171239385489743 0 -375 0 -6.14915657 0.04416814 0.065171239385489743 0 -376 0 -6.14915657 0.04416814 0.065171239385489743 0 -377 0 -6.14915657 0.04416814 0.065171239385489743 0 -378 0 -5.89806843 0.0497821756 0.073669825441771294 0 -379 0 -1.54898858 0.3155077 0.54689380353212236 0 -380 0 -6.14915657 0.04416814 0.065171239385489743 0 -381 1 4.832195 0.9180466 0.12336071821436267 1 -382 0 -5.931504 0.04899729 0.072478643313517332 0 -383 0 -6.14915657 0.04416814 0.065171239385489743 0 -384 0 -6.14915657 0.04416814 0.065171239385489743 0 -385 0 -5.810265 0.0519004278 0.076889511721541862 0 -386 1 4.33259058 0.897181749 0.15652782176466326 1 -387 0 -3.731649 0.1340256 0.20760372424926543 0 -388 0 -6.044673 0.0464269258 0.06858459553693444 0 -389 0 -5.17520142 0.06994069 0.10460538059051827 0 -390 0 -6.14915657 0.04416814 0.065171239385489743 0 -391 1 4.851438 0.9187676 0.12222815821391096 1 -392 0 -6.14915657 0.04416814 0.065171239385489743 0 -393 0 -6.14915657 0.04416814 0.065171239385489743 0 -394 0 -6.0378623 0.04657792 0.068813057077639073 0 -395 0 -6.14915657 0.04416814 0.065171239385489743 0 -396 0 -6.14915657 0.04416814 0.065171239385489743 0 -397 0 -6.14915657 0.04416814 0.065171239385489743 0 -398 0 -5.931504 0.04899729 0.072478643313517332 0 -399 0 -6.0378623 0.04657792 0.068813057077639073 0 -400 1 4.58946562 0.9084399 0.13853706244902469 1 -401 0 -6.14915657 0.04416814 0.065171239385489743 0 -402 0 -4.43004465 0.09840957 0.14945589409773202 0 -403 0 -5.50945425 0.0598202348 0.088991464052025043 0 -404 0 -5.944275 0.0487006 0.072028627963418773 0 -405 0 -6.14915657 0.04416814 0.065171239385489743 0 -406 0 -6.035988 0.0466195568 0.068876063408424656 0 -407 0 -6.14915657 0.04416814 0.065171239385489743 0 -408 0 -3.834311 0.1281791 0.19789631051105175 0 -409 0 -6.14915657 0.04416814 0.065171239385489743 0 -410 0 -6.14915657 0.04416814 0.065171239385489743 0 -411 0 -6.14915657 0.04416814 0.065171239385489743 0 -412 1 4.84179163 0.9184069 0.12279460797020354 1 -413 0 -6.14915657 0.04416814 0.065171239385489743 0 -414 1 5.06629324 0.9264331 0.11024131659692997 1 -415 0 -2.66157722 0.209028944 0.33830319243657886 0 -416 1 4.34586954 0.8977926 0.15554592567429651 1 -417 0 -6.14915657 0.04416814 0.065171239385489743 0 -418 0 -4.21215868 0.108507343 0.16570517951495303 0 -419 0 -5.914749 0.0493891239 0.073073187059666797 0 -420 0 -4.74335146 0.08535822 0.12872126908089399 0 -421 1 4.913735 0.921062231 0.11862946037949892 1 -422 0 -3.5940752 0.142212063 0.22130706739555572 0 -423 0 -5.889901 0.0499757044 0.073963685979628824 0 -424 0 -6.14915657 0.04416814 0.065171239385489743 0 -425 1 4.854336 0.9188757 0.12205838830543954 1 -426 0 -3.36028647 0.157076508 0.24652640374666049 0 -427 1 4.35337 0.8981362 0.15499385478628203 1 -428 0 -6.14915657 0.04416814 0.065171239385489743 0 -429 0 -6.14915657 0.04416814 0.065171239385489743 0 -430 0 -5.96964025 0.04811638 0.071142896278698742 0 -431 0 -5.64000034 0.0562529229 0.0835278237012511 0 -432 0 -6.044673 0.0464269258 0.06858459553693444 0 -433 0 -6.048759 0.04633656 0.068447886509985914 0 -434 0 0.7403825 0.59150517 1.2916102750006135 1 -435 1 4.9108367 0.9209568 0.11879462550871622 1 -436 1 2.72670627 0.7963041 0.32860859695823846 1 -437 0 -6.14915657 0.04416814 0.065171239385489743 0 -438 0 -6.082825 0.0455896668 0.067318432034379094 0 -439 0 -6.14915657 0.04416814 0.065171239385489743 0 -440 1 4.81248856 0.917302251 0.12453091507809731 1 -441 0 -2.92646718 0.187973261 0.30040086038162306 0 -442 0 -5.51840353 0.05956907 0.088606103382546472 0 -443 0 -6.199036 0.04312714 0.063600846026490604 0 -444 0 -5.28741026 0.06637805 0.099089614144624444 0 -445 0 -6.14915657 0.04416814 0.065171239385489743 0 -446 0 -6.14915657 0.04416814 0.065171239385489743 0 -447 0 -6.14915657 0.04416814 0.065171239385489743 0 -448 0 -6.14915657 0.04416814 0.065171239385489743 0 -449 1 5.0470643 0.9257751 0.11126631830337447 1 -450 0 -5.90385962 0.0496453829 0.073462151071781806 0 -451 0 -6.14915657 0.04416814 0.065171239385489743 0 -452 0 -6.1619277 0.0438993424 0.064765582800285854 0 -453 1 5.044199 0.925676644 0.11141977374113672 1 -454 0 -5.914749 0.0493891239 0.073073187059666797 0 -455 1 0.3818222 0.547583342 0.86884953682108956 1 -456 1 4.97677326 0.923323631 0.11509168383465308 1 -457 1 4.68230152 0.9122283 0.13253318908167872 1 -458 0 -6.14915657 0.04416814 0.065171239385489743 0 -459 0 -5.889901 0.0499757044 0.073963685979628824 0 -460 0 -5.90385962 0.0496453829 0.073462151071781806 0 -461 0 -3.42674065 0.152727082 0.23910133962953112 0 -462 0 -4.471893 0.0965686142 0.14651306013857407 0 -463 0 -6.044673 0.0464269258 0.06858459553693444 0 -464 0 -6.14915657 0.04416814 0.065171239385489743 0 -465 1 4.911988 0.9209987 0.11872898667830153 1 -466 1 4.97387552 0.923221 0.11525206670400909 1 -467 1 4.16856337 0.889366031 0.16915079283632484 1 -468 0 -6.14915657 0.04416814 0.065171239385489743 0 -469 0 -6.14915657 0.04416814 0.065171239385489743 0 -470 0 -6.14915657 0.04416814 0.065171239385489743 0 -471 0 -4.471893 0.0965686142 0.14651306013857407 0 -472 0 -4.471893 0.0965686142 0.14651306013857407 0 -473 0 -6.14915657 0.04416814 0.065171239385489743 0 -474 0 -6.14915657 0.04416814 0.065171239385489743 0 -475 0 -6.14915657 0.04416814 0.065171239385489743 0 -476 0 -6.14915657 0.04416814 0.065171239385489743 0 -477 0 -6.14915657 0.04416814 0.065171239385489743 0 -478 0 -5.77863026 0.05268429 0.078082782657911826 0 -479 1 4.89204931 0.920270264 0.11987048210092344 1 -480 0 -6.14915657 0.04416814 0.065171239385489743 0 -481 0 -4.409886 0.09930749 0.15089343439904374 0 -482 1 4.911988 0.9209987 0.11872898667830153 1 -483 1 4.28933573 0.895169437 0.15976731453810397 1 -484 0 -6.14915657 0.04416814 0.065171239385489743 0 -485 0 -5.51840353 0.05956907 0.088606103382546472 0 -486 0 -6.14915657 0.04416814 0.065171239385489743 0 -487 1 4.913735 0.921062231 0.11862946037949892 1 -488 1 2.62412453 0.787858069 0.34399234042751786 1 -489 1 0.5125337 0.5637184 0.82695349139288887 1 -490 0 -6.14915657 0.04416814 0.065171239385489743 0 -491 1 4.01229572 0.881441057 0.18206399727486264 1 -492 0 -6.14915657 0.04416814 0.065171239385489743 0 -493 1 4.89204931 0.920270264 0.11987048210092344 1 -494 0 -1.360483 0.3362074 0.5911955265327109 0 -495 0 -6.14915657 0.04416814 0.065171239385489743 0 -496 0 -6.14915657 0.04416814 0.065171239385489743 0 -497 0 -6.035988 0.0466195568 0.068876063408424656 0 -498 0 -6.14915657 0.04416814 0.065171239385489743 0 -499 0 -6.14915657 0.04416814 0.065171239385489743 0 -500 0 -4.471893 0.0965686142 0.14651306013857407 0 -501 0 -6.14915657 0.04416814 0.065171239385489743 0 -502 0 -6.14915657 0.04416814 0.065171239385489743 0 -503 0 -6.14915657 0.04416814 0.065171239385489743 0 -504 0 -6.14915657 0.04416814 0.065171239385489743 0 -505 0 -6.07412434 0.0457793362 0.067605166502987743 0 -506 1 3.618826 0.8592909 0.21878148175993017 1 -507 0 -5.50945425 0.0598202348 0.088991464052025043 0 -508 0 -6.14915657 0.04416814 0.065171239385489743 0 -509 0 -6.14915657 0.04416814 0.065171239385489743 0 -510 0 -6.14915657 0.04416814 0.065171239385489743 0 -511 0 -6.14915657 0.04416814 0.065171239385489743 0 -512 0 -6.14915657 0.04416814 0.065171239385489743 0 -513 0 -6.14915657 0.04416814 0.065171239385489743 0 -514 1 5.0470643 0.9257751 0.11126631830337447 1 -515 1 5.018409 0.924784541 0.11281081320512484 1 -516 0 -6.14915657 0.04416814 0.065171239385489743 0 -517 0 -6.14915657 0.04416814 0.065171239385489743 0 -518 0 -6.14915657 0.04416814 0.065171239385489743 0 -519 1 4.338094 0.8974353 0.15612015027906834 1 -520 0 -5.98978138 0.04765723 0.07044716735374186 0 -521 0 -5.98978138 0.04765723 0.07044716735374186 0 -522 1 4.19496441 0.8906582 0.16705620756094847 1 -523 1 4.98570251 0.9236391 0.11459881835596869 1 -524 0 -6.14915657 0.04416814 0.065171239385489743 0 -525 0 -6.14915657 0.04416814 0.065171239385489743 0 -526 0 -6.14915657 0.04416814 0.065171239385489743 0 -527 0 -6.14915657 0.04416814 0.065171239385489743 0 -528 0 -5.55512953 0.0585486442 0.087041541245497289 0 -529 0 -6.14915657 0.04416814 0.065171239385489743 0 -530 1 5.11666632 0.928131342 0.10759911609789181 1 -531 0 -6.035988 0.0466195568 0.068876063408424656 0 -532 0 -6.14915657 0.04416814 0.065171239385489743 0 -533 0 -6.14915657 0.04416814 0.065171239385489743 0 -534 0 -6.14915657 0.04416814 0.065171239385489743 0 -535 0 -5.93909359 0.0488207638 0.072210872861293171 0 -536 0 -6.14915657 0.04416814 0.065171239385489743 0 -537 0 -6.14915657 0.04416814 0.065171239385489743 0 -538 0 -6.14915657 0.04416814 0.065171239385489743 0 -539 0 -4.471893 0.0965686142 0.14651306013857407 0 -540 0 -5.43906069 0.0618307032 0.092079807904056718 0 -541 0 -6.14915657 0.04416814 0.065171239385489743 0 -542 0 -5.05047226 0.07410786 0.11108396024848935 0 -543 0 -6.14915657 0.04416814 0.065171239385489743 0 -544 0 -6.082825 0.0455896668 0.067318432034379094 0 -545 0 -6.14915657 0.04416814 0.065171239385489743 0 -546 1 4.89491463 0.9203753 0.11970584777962659 1 -547 0 -6.14915657 0.04416814 0.065171239385489743 0 -548 0 -6.14915657 0.04416814 0.065171239385489743 0 -549 1 3.99908042 0.8807488 0.18319747707145601 1 -550 0 -6.14915657 0.04416814 0.065171239385489743 0 -551 0 -6.14915657 0.04416814 0.065171239385489743 0 -552 0 -5.19417429 0.0693261251 0.10365238518002966 0 -553 0 -1.57331157 0.3128872 0.54138111882801965 0 -554 0 -6.14915657 0.04416814 0.065171239385489743 0 -555 0 -3.62090468 0.14058347 0.21857056952016998 0 -556 0 -5.383341 0.06346666 0.094597741510523081 0 -557 0 -5.90385962 0.0496453829 0.073462151071781806 0 -558 0 -6.14915657 0.04416814 0.065171239385489743 0 -559 0 -6.14915657 0.04416814 0.065171239385489743 0 -560 0 -6.14915657 0.04416814 0.065171239385489743 0 -561 0 -6.14915657 0.04416814 0.065171239385489743 0 -562 0 -6.14915657 0.04416814 0.065171239385489743 0 -563 0 -6.14915657 0.04416814 0.065171239385489743 0 -564 0 -6.044673 0.0464269258 0.06858459553693444 0 -565 1 5.0470643 0.9257751 0.11126631830337447 1 -566 0 -6.14915657 0.04416814 0.065171239385489743 0 -567 0 -5.33655357 0.06487142 0.096763350502811929 0 -568 1 3.73195171 0.86599195 0.20757448067257406 1 -569 1 4.84179163 0.9184069 0.12279460797020354 1 -570 1 5.130875 0.9286038 0.10686486679571516 1 -571 1 4.28933573 0.895169437 0.15976731453810397 1 -572 0 -6.14915657 0.04416814 0.065171239385489743 0 -573 0 -6.14915657 0.04416814 0.065171239385489743 0 -574 1 4.14894247 0.888397038 0.1707235121042768 1 -575 0 -6.14915657 0.04416814 0.065171239385489743 0 -576 0 -6.14915657 0.04416814 0.065171239385489743 0 -577 0 -6.14915657 0.04416814 0.065171239385489743 0 -578 0 -6.14915657 0.04416814 0.065171239385489743 0 -579 0 -6.14915657 0.04416814 0.065171239385489743 0 -580 0 -6.14915657 0.04416814 0.065171239385489743 0 -581 1 5.044199 0.925676644 0.11141977374113672 1 -582 1 4.264402 0.8939938 0.16166327698213623 1 -583 0 -6.14915657 0.04416814 0.065171239385489743 0 -584 0 -5.28741026 0.06637805 0.099089614144624444 0 -585 0 -6.14915657 0.04416814 0.065171239385489743 0 -586 1 4.86613 0.919314146 0.12137015449193914 1 -587 0 -6.044673 0.0464269258 0.06858459553693444 0 -588 1 4.525461 0.905743 0.14282633937321251 1 -589 0 -6.14915657 0.04416814 0.065171239385489743 0 -590 1 2.83326459 0.8048099 0.31327999289750919 1 -591 1 4.7416153 0.914573967 0.12882824020286157 1 -592 1 4.73611259 0.9143588 0.12916770449883205 1 -593 0 -6.14915657 0.04416814 0.065171239385489743 0 -594 1 4.18594456 0.890218258 0.16776900488406363 1 -595 0 -6.14915657 0.04416814 0.065171239385489743 0 -596 0 -6.14915657 0.04416814 0.065171239385489743 0 -597 0 -5.74616957 0.05350023 0.079325941600083341 0 -598 0 -6.14915657 0.04416814 0.065171239385489743 0 -599 0 -4.710747 0.08663961 0.13074387424555428 0 -600 0 -6.14915657 0.04416814 0.065171239385489743 0 -601 0 -6.14915657 0.04416814 0.065171239385489743 0 -602 0 -6.14915657 0.04416814 0.065171239385489743 0 -603 1 1.59207284 0.689126 0.53716027426080504 1 -604 1 1.29363477 0.6562929 0.607588235537461 1 -605 1 4.71645641 0.913586 0.13038751987989886 1 -606 0 -6.14915657 0.04416814 0.065171239385489743 0 -607 0 -6.14915657 0.04416814 0.065171239385489743 0 -608 1 4.829011 0.9179267 0.12354909628454401 1 -609 0 -6.14915657 0.04416814 0.065171239385489743 0 -610 1 4.81248856 0.917302251 0.12453091507809731 1 -611 1 3.29743814 0.8387179 0.25374248643001301 1 -612 1 4.86613 0.919314146 0.12137015449193914 1 -613 0 -6.07412434 0.0457793362 0.067605166502987743 0 -614 0 -6.14915657 0.04416814 0.065171239385489743 0 -615 0 -6.082825 0.0455896668 0.067318432034379094 0 -616 0 -6.14915657 0.04416814 0.065171239385489743 0 -617 0 -6.14915657 0.04416814 0.065171239385489743 0 -618 0 -6.14915657 0.04416814 0.065171239385489743 0 -619 0 -6.14915657 0.04416814 0.065171239385489743 0 -620 0 -6.14915657 0.04416814 0.065171239385489743 0 -621 0 -1.82756639 0.2862263 0.48646135547860986 0 -622 0 -4.471893 0.0965686142 0.14651306013857407 0 -623 0 -6.14915657 0.04416814 0.065171239385489743 0 -624 0 -6.14915657 0.04416814 0.065171239385489743 0 -625 0 -3.235261 0.165531918 0.26107122733354232 0 -626 1 2.793712 0.8016845 0.31889351604973198 1 -627 0 -3.42674065 0.152727082 0.23910133962953112 0 -628 0 -6.14915657 0.04416814 0.065171239385489743 0 -629 0 -6.14915657 0.04416814 0.065171239385489743 0 -630 0 -5.44573355 0.06163745 0.091782658269918729 0 -631 0 -6.14915657 0.04416814 0.065171239385489743 0 -632 0 -6.14915657 0.04416814 0.065171239385489743 0 -633 1 4.767019 0.91556114 0.1272718649774052 1 -634 0 -6.14915657 0.04416814 0.065171239385489743 0 -635 0 -5.753099 0.053325057 0.079058958177839408 0 -636 1 4.57158566 0.907693565 0.13972276546279086 1 -637 0 -4.42182159 0.09877496 0.1500406997415247 0 -638 0 -6.14915657 0.04416814 0.065171239385489743 0 -639 0 -5.90385962 0.0496453829 0.073462151071781806 0 -640 0 -5.90385962 0.0496453829 0.073462151071781806 0 -641 0 -6.14915657 0.04416814 0.065171239385489743 0 -642 0 -6.14915657 0.04416814 0.065171239385489743 0 -643 0 -6.14915657 0.04416814 0.065171239385489743 0 -644 0 -6.14915657 0.04416814 0.065171239385489743 0 -645 0 -6.14915657 0.04416814 0.065171239385489743 0 -646 0 -6.035988 0.0466195568 0.068876063408424656 0 -647 0 -6.1619277 0.0438993424 0.064765582800285854 0 -648 1 4.710333 0.913344 0.13076971818469132 1 -649 0 -6.14915657 0.04416814 0.065171239385489743 0 -650 0 -4.75918245 0.08474226 0.12775003062652862 0 -651 0 -6.048759 0.04633656 0.068447886509985914 0 -652 0 -6.044673 0.0464269258 0.06858459553693444 0 -653 0 -6.14915657 0.04416814 0.065171239385489743 0 -654 0 -6.14915657 0.04416814 0.065171239385489743 0 -655 0 -6.14915657 0.04416814 0.065171239385489743 0 -656 0 -6.14915657 0.04416814 0.065171239385489743 0 -657 0 -0.495503128 0.438377 0.83232605758856371 0 -658 1 4.92266369 0.9213862 0.11812213235322275 1 -659 0 -6.14915657 0.04416814 0.065171239385489743 0 -660 0 -6.14915657 0.04416814 0.065171239385489743 0 -661 0 -6.14915657 0.04416814 0.065171239385489743 0 -662 0 -6.082825 0.0455896668 0.067318432034379094 0 -663 0 -6.082825 0.0455896668 0.067318432034379094 0 -664 0 -6.1619277 0.0438993424 0.064765582800285854 0 -665 0 -6.14915657 0.04416814 0.065171239385489743 0 -666 0 -5.026739 0.07492622 0.1123596611853418 0 -667 0 -6.14915657 0.04416814 0.065171239385489743 0 -668 1 3.85008621 0.872699738 0.19644273159651102 1 -669 1 4.269175 0.894219756 0.16129867498451117 1 -670 1 3.93318367 0.8772446 0.18894894656935998 1 -671 0 -6.035988 0.0466195568 0.068876063408424656 0 -672 0 -6.14915657 0.04416814 0.065171239385489743 0 -673 0 -4.891097 0.07976469 0.11992527483186532 0 -674 0 -6.14915657 0.04416814 0.065171239385489743 0 -675 0 -5.753099 0.053325057 0.079058958177839408 0 -676 0 -6.14915657 0.04416814 0.065171239385489743 0 -677 0 -6.14915657 0.04416814 0.065171239385489743 0 -678 0 -6.14915657 0.04416814 0.065171239385489743 0 -679 0 -6.14915657 0.04416814 0.065171239385489743 0 -680 1 4.854336 0.9188757 0.12205838830543954 1 -681 1 4.89204931 0.920270264 0.11987048210092344 1 -682 0 -6.044673 0.0464269258 0.06858459553693444 0 -683 0 -6.14915657 0.04416814 0.065171239385489743 0 -684 0 -6.14915657 0.04416814 0.065171239385489743 0 -685 0 -6.14915657 0.04416814 0.065171239385489743 0 -686 0 -6.14915657 0.04416814 0.065171239385489743 0 -687 0 -4.378879 0.100702837 0.15313017760325101 0 -688 0 -6.14915657 0.04416814 0.065171239385489743 0 -689 0 -6.14915657 0.04416814 0.065171239385489743 0 -690 0 -6.1619277 0.0438993424 0.064765582800285854 0 -691 1 0.49910593 0.5620665 0.83118727594348796 1 -692 0 -6.14915657 0.04416814 0.065171239385489743 0 -693 0 -6.14915657 0.04416814 0.065171239385489743 0 -694 0 -6.039661 0.0465379953 0.068752646415957713 0 -695 0 -6.14915657 0.04416814 0.065171239385489743 0 -696 1 4.3654294 0.8986865 0.15411011937852606 1 -697 1 2.18978953 0.7493023 0.4163801618203109 1 -698 1 2.33724737 0.7628962 0.39044135574321343 1 +0 0 -6.1773796 0.043576207 0.064278074416537004 0 +1 0 0.81876224 0.60093945 1.3253204393239058 1 +2 0 -6.238247 0.042325288 0.062392387943609233 0 +3 0 0.541469 0.5672732 1.208471619685594 1 +4 0 -6.05764 0.04614073 0.068151665133971612 0 +5 1 4.987963 0.9237188 0.1144743482677593 1 +6 0 -1.1744889 0.35726735 0.63770933348741021 0 +7 0 -6.1396203 0.044369876 0.065475763377144683 0 +8 0 -6.1396203 0.044369876 0.065475763377144683 0 +9 0 -6.050388 0.046300586 0.068393464626597816 0 +10 0 -6.074235 0.04577692 0.067601511144377832 0 +11 0 -6.1396203 0.044369876 0.065475763377144683 0 +12 1 0.741897 0.59168816 0.75709107805956155 1 +13 0 -5.1008544 0.07239779 0.10842183901826277 0 +14 1 4.987963 0.9237188 0.1144743482677593 1 +15 1 1.8637215 0.71745265 0.47904448350714901 1 +16 0 -6.1396203 0.044369876 0.065475763377144683 0 +17 0 -6.1396203 0.044369876 0.065475763377144683 0 +18 1 4.6217723 0.9097746 0.13641893598860996 1 +19 0 -5.0734353 0.07332389 0.10986291673316106 0 +20 1 2.9480493 0.8136684 0.29748718502343757 1 +21 1 4.813947 0.9173575 0.12444401726669464 1 +22 0 -6.1396203 0.044369876 0.065475763377144683 0 +23 1 1.1908888 0.6446134 0.63349394905600587 1 +24 0 -6.1396203 0.044369876 0.065475763377144683 0 +25 1 0.87683254 0.6078816 0.71813773110342971 1 +26 0 -5.9850025 0.04776579 0.070611636894439556 0 +27 0 -6.1773796 0.043576207 0.064278074416537004 0 +28 0 -6.1396203 0.044369876 0.065475763377144683 0 +29 0 -6.1612267 0.043914054 0.064787781192392715 0 +30 0 -6.074235 0.04577692 0.067601511144377832 0 +31 0 -6.1396203 0.044369876 0.065475763377144683 0 +32 1 4.864759 0.9192633 0.12144994509378594 1 +33 0 -6.1396203 0.044369876 0.065475763377144683 0 +34 0 -6.1396203 0.044369876 0.065475763377144683 0 +35 0 -6.1396203 0.044369876 0.065475763377144683 0 +36 1 4.5970745 0.90875584 0.13803536632756225 1 +37 0 -3.2328606 0.16569777 0.26135799042118718 0 +38 1 4.014695 0.88156635 0.18185894564988025 1 +39 1 3.1522958 0.8286583 0.27115080065380814 1 +40 0 0.98409945 0.6205892 1.3981673363503091 1 +41 1 3.9653335 0.87896514 0.18612214707031338 1 +42 1 4.0947723 0.88568324 0.17513727866555087 1 +43 1 0.41237757 0.5513654 0.85891942263491128 1 +44 1 4.5970745 0.90875584 0.13803536632756225 1 +45 0 -6.1396203 0.044369876 0.065475763377144683 0 +46 1 3.7790277 0.8687001 0.20306991275906908 1 +47 0 -6.1396203 0.044369876 0.065475763377144683 0 +48 0 -6.05764 0.04614073 0.068151665133971612 0 +49 1 4.3986087 0.900187 0.15170333971800265 1 +50 1 3.993244 0.88044196 0.18370018620986814 1 +51 1 2.2349527 0.7535203 0.40828169702138545 1 +52 1 3.9709127 0.8792616 0.18563561044334573 1 +53 1 4.2322 0.8924582 0.1641434948312139 1 +54 1 4.587866 0.9083733 0.13864279958489295 1 +55 1 4.474 0.90352327 0.14636634297761508 1 +56 1 4.211009 0.89143705 0.16579516529200405 1 +57 1 1.2974445 0.6567225 0.60664424127227257 1 +58 1 2.3082669 0.7602651 0.39542550664345227 1 +59 1 2.2292812 0.7529932 0.40929120845776906 1 +60 1 3.6463845 0.86094874 0.21600074887667323 1 +61 0 -6.238247 0.042325288 0.062392387943609233 0 +62 1 4.598389 0.9088103 0.13794888136392927 1 +63 1 0.6806479 0.5842692 0.77529479267831558 1 +64 0 -6.1396203 0.044369876 0.065475763377144683 0 +65 1 1.3419895 0.6617259 0.5956943934428629 1 +66 0 -6.1396203 0.044369876 0.065475763377144683 0 +67 1 2.7903876 0.8014201 0.3193694145346172 1 +68 1 4.282986 0.8948712 0.16024808641948277 1 +69 0 -6.1396203 0.044369876 0.065475763377144683 0 +70 0 -6.1989865 0.043128163 0.063602390616953969 0 +71 1 0.8375016 0.6031843 0.72932925820919059 1 +72 0 -3.5933335 0.1422573 0.22138315745740228 0 +73 1 4.9457316 0.9222176 0.11682088412798795 1 +74 1 3.8963163 0.8752457 0.192240041954921 1 +75 0 -6.238247 0.042325288 0.062392387943609233 0 +76 0 -6.1612267 0.043914054 0.064787781192392715 0 +77 0 -5.0067806 0.075620845 0.11344336781634835 0 +78 0 -5.1008544 0.07239779 0.10842183901826277 0 +79 0 -5.826139 0.05151126 0.076297450579543527 0 +80 0 -4.586461 0.09168516 0.13873564545184039 0 +81 0 -6.1396203 0.044369876 0.065475763377144683 0 +82 0 -5.7353463 0.053774927 0.079744704820377918 0 +83 0 -5.2848177 0.066458434 0.099213834707314028 0 +84 1 4.470885 0.9033874 0.14658325932186667 1 +85 1 2.5920389 0.7851643 0.34893352352267065 1 +86 1 2.6647756 0.7912353 0.33782125272670316 1 +87 1 4.4564133 0.902754 0.14759517326676511 1 +88 0 -6.1396203 0.044369876 0.065475763377144683 0 +89 0 -5.826139 0.05151126 0.076297450579543527 0 +90 0 -6.1396203 0.044369876 0.065475763377144683 0 +91 0 -6.1396203 0.044369876 0.065475763377144683 0 +92 0 -6.1396203 0.044369876 0.065475763377144683 0 +93 0 -6.1396203 0.044369876 0.065475763377144683 0 +94 0 -6.1396203 0.044369876 0.065475763377144683 0 +95 0 -6.1396203 0.044369876 0.065475763377144683 0 +96 0 -6.1396203 0.044369876 0.065475763377144683 0 +97 0 -6.1773796 0.043576207 0.064278074416537004 0 +98 1 4.706732 0.9132014 0.130995036690572 1 +99 1 4.937152 0.92190933 0.11730322309249391 1 +100 1 4.119732 0.8869407 0.17309041554989457 1 +101 1 1.3341564 0.6608486 0.59760826750724094 1 +102 0 -6.1396203 0.044369876 0.065475763377144683 0 +103 1 2.5657988 0.7829429 0.3530210155976396 1 +104 1 4.5970745 0.90875584 0.13803536632756225 1 +105 1 2.956843 0.81433403 0.29630739416699975 1 +106 1 4.2161584 0.89168596 0.16539238906844594 1 +107 1 4.589037 0.90842205 0.13856536554230384 1 +108 0 -5.2640944 0.06710418 0.10021212087160514 0 +109 1 4.8514786 0.9187691 0.12222572476649173 1 +110 0 -2.7698042 0.20022285 0.32233003133153709 0 +111 1 4.211437 0.89145774 0.16576169277294067 1 +112 1 4.765239 0.9154923 0.12738034895605713 1 +113 1 4.587866 0.9083733 0.13864279958489295 1 +114 0 -3.414799 0.15350132 0.24042027117733952 0 +115 0 -4.010525 0.11865149 0.18221547568619237 0 +116 0 -0.9955384 0.37806505 0.68516440152931546 0 +117 1 4.470885 0.9033874 0.14658325932186667 1 +118 0 -5.3919554 0.06321112 0.094204145247615514 0 +119 0 -5.7326493 0.053843584 0.079849389059349851 0 +120 0 -6.1396203 0.044369876 0.065475763377144683 0 +121 0 -5.3267803 0.06516849 0.097221735441715057 0 +122 1 5.009589 0.9244773 0.11329023183780103 1 +123 1 3.7143848 0.8649694 0.2092790448720187 1 +124 1 3.6706154 0.86239284 0.21358289006180878 1 +125 0 -6.1396203 0.044369876 0.065475763377144683 0 +126 1 4.792584 0.91654414 0.12572373442903548 1 +127 0 -6.1396203 0.044369876 0.065475763377144683 0 +128 1 4.072889 0.8845707 0.17695060979214136 1 +129 0 -5.826139 0.05151126 0.076297450579543527 0 +130 0 -6.1989865 0.043128163 0.063602390616953969 0 +131 0 -6.1396203 0.044369876 0.065475763377144683 0 +132 1 3.2090971 0.83265316 0.26421241746096541 1 +133 0 -6.1396203 0.044369876 0.065475763377144683 0 +134 0 -5.826139 0.05151126 0.076297450579543527 0 +135 0 -5.031812 0.0747506 0.11208580341253926 0 +136 0 -6.1396203 0.044369876 0.065475763377144683 0 +137 0 -6.1396203 0.044369876 0.065475763377144683 0 +138 0 -6.1396203 0.044369876 0.065475763377144683 0 +139 0 -6.1263614 0.044651825 0.065901478148287812 0 +140 0 -6.1396203 0.044369876 0.065475763377144683 0 +141 0 -6.1396203 0.044369876 0.065475763377144683 0 +142 1 4.444682 0.9022379 0.14842021730914962 1 +143 0 -4.010525 0.11865149 0.18221547568619237 0 +144 0 -6.1396203 0.044369876 0.065475763377144683 0 +145 0 -6.213353 0.04283269 0.063156971172132925 0 +146 1 2.1531153 0.745842 0.42305809288821766 1 +147 0 -5.872639 0.050387084 0.074588537936159688 0 +148 0 -4.372 0.10101475 0.15363064694757986 0 +149 1 4.937152 0.92190933 0.11730322309249391 1 +150 0 -6.074235 0.04577692 0.067601511144377832 0 +151 1 4.0308905 0.8824092 0.18048023785756695 1 +152 1 4.6752343 0.9119449 0.13298139516396101 1 +153 0 -5.1067843 0.07219893 0.10811258085071823 0 +154 0 -6.1396203 0.044369876 0.065475763377144683 0 +155 1 3.1347768 0.827411 0.27332396434852924 1 +156 0 -6.050388 0.046300586 0.068393464626597816 0 +157 0 -6.1396203 0.044369876 0.065475763377144683 0 +158 0 -5.826139 0.05151126 0.076297450579543527 0 +159 1 4.937301 0.9219147 0.11729482834422372 1 +160 1 4.988113 0.9237241 0.11446606305595659 1 +161 0 -6.1396203 0.044369876 0.065475763377144683 0 +162 0 -6.1396203 0.044369876 0.065475763377144683 0 +163 0 -5.692178 0.05488384 0.081436441637024348 0 +164 0 -5.823637 0.051572416 0.07639047218400849 0 +165 0 -5.587468 0.057663716 0.085686100718004074 0 +166 1 3.5170705 0.8530261 0.22933822403666779 1 +167 1 3.937344 0.8774684 0.18858091210565622 1 +168 0 -6.1396203 0.044369876 0.065475763377144683 0 +169 0 -6.074235 0.04577692 0.067601511144377832 0 +170 0 -6.1396203 0.044369876 0.065475763377144683 0 +171 0 -6.1396203 0.044369876 0.065475763377144683 0 +172 0 -6.1396203 0.044369876 0.065475763377144683 0 +173 1 5.0097175 0.92448175 0.11328325564275596 1 +174 1 4.587716 0.9083671 0.13865264479764455 1 +175 1 4.9145374 0.9210914 0.11858380755452427 1 +176 0 -6.1396203 0.044369876 0.065475763377144683 0 +177 1 2.6488438 0.78991646 0.34022801786967932 1 +178 0 -6.1396203 0.044369876 0.065475763377144683 0 +179 1 1.0491947 0.62822217 0.67065324395987858 1 +180 0 -6.074235 0.04577692 0.067601511144377832 0 +181 0 -6.1396203 0.044369876 0.065475763377144683 0 +182 0 -5.0734353 0.07332389 0.10986291673316106 0 +183 1 4.796385 0.91668934 0.1254952039423656 1 +184 1 4.587716 0.9083671 0.13865264479764455 1 +185 0 -6.074235 0.04577692 0.067601511144377832 0 +186 1 3.8922286 0.87502235 0.19260822498791058 1 +187 1 4.988113 0.9237241 0.11446606305595659 1 +188 1 4.445533 0.9022754 0.14836026923956785 1 +189 0 -5.9395647 0.048809826 0.072194283645617641 0 +190 1 4.937301 0.9219147 0.11729482834422372 1 +191 1 4.971059 0.92312115 0.11540808921643354 1 +192 0 -6.1773796 0.043576207 0.064278074416537004 0 +193 0 -6.1396203 0.044369876 0.065475763377144683 0 +194 0 -6.1396203 0.044369876 0.065475763377144683 0 +195 0 -6.1396203 0.044369876 0.065475763377144683 0 +196 0 3.1162174 0.8260818 2.5235192834928664 1 +197 0 -6.0954 0.04531688 0.066906142052966883 0 +198 0 -6.1396203 0.044369876 0.065475763377144683 0 +199 0 -6.1396203 0.044369876 0.065475763377144683 0 +200 1 4.937301 0.9219147 0.11729482834422372 1 +201 1 4.587866 0.9083733 0.13864279958489295 1 +202 0 -6.1396203 0.044369876 0.065475763377144683 0 +203 0 -6.1773796 0.043576207 0.064278074416537004 0 +204 0 -6.1396203 0.044369876 0.065475763377144683 0 +205 1 5.0097175 0.92448175 0.11328325564275596 1 +206 1 4.3047395 0.89589 0.15860649411053934 1 +207 0 -6.074235 0.04577692 0.067601511144377832 0 +208 0 -6.074235 0.04577692 0.067601511144377832 0 +209 0 -6.1119943 0.044959266 0.066365826803422498 0 +210 1 4.937152 0.92190933 0.11730322309249391 1 +211 1 4.8492503 0.9186859 0.12235638798071606 1 +212 0 -6.1396203 0.044369876 0.065475763377144683 0 +213 1 4.937301 0.9219147 0.11729482834422372 1 +214 1 4.8493996 0.9186915 0.12234758936975791 1 +215 1 4.477379 0.90367043 0.14613137914017943 1 +216 0 -6.1396203 0.044369876 0.065475763377144683 0 +217 0 -6.1396203 0.044369876 0.065475763377144683 0 +218 1 4.2831473 0.89487875 0.16023588259345592 1 +219 0 -5.7317853 0.053865597 0.079882954377163182 0 +220 0 -6.1396203 0.044369876 0.065475763377144683 0 +221 1 4.8806353 0.9198505 0.12052864642002144 1 +222 1 -2.4403164 0.22790861 2.1334726584735044 0 +223 1 4.8492503 0.9186859 0.12235638798071606 1 +224 1 4.7985883 0.91677344 0.12536284918508384 1 +225 0 -6.1396203 0.044369876 0.065475763377144683 0 +226 1 4.7985883 0.91677344 0.12536284918508384 1 +227 1 4.3894773 0.89977604 0.15236214234934919 1 +228 0 -6.074235 0.04577692 0.067601511144377832 0 +229 1 4.937301 0.9219147 0.11729482834422372 1 +230 1 3.2236953 0.83366776 0.26245555957744438 1 +231 1 3.9536068 0.87834 0.18714857900400295 1 +232 0 0.42210704 0.5525684 1.1602608669148842 1 +233 1 4.171376 0.8895043 0.16892649332393209 1 +234 0 -5.212591 0.06873435 0.10273532622945286 0 +235 0 -6.0809236 0.045631055 0.067380995817715963 0 +236 1 4.9926844 0.923885 0.1142148296239677 1 +237 1 4.6419916 0.910601 0.13510901973280823 1 +238 1 4.692403 0.9126318 0.13189515520287087 1 +239 1 4.9875207 0.92370325 0.11449864562393293 1 +240 0 -4.269509 0.105764486 0.16127325197613079 0 +241 0 -5.9922547 0.047601134 0.070362191434088922 0 +242 0 -6.1396203 0.044369876 0.065475763377144683 0 +243 0 -2.8202043 0.19621795 0.31512374275212413 0 +244 0 -6.1396203 0.044369876 0.065475763377144683 0 +245 0 -5.625228 0.056646336 0.084129354918324101 0 +246 1 4.937152 0.92190933 0.11730322309249391 1 +247 1 4.5520997 0.906874 0.14102597491863003 1 +248 0 -5.2640944 0.06710418 0.10021212087160514 0 +249 0 -6.1917467 0.043277796 0.063828014070884301 0 +250 0 -6.050388 0.046300586 0.068393464626597816 0 +251 1 4.8011637 0.91687167 0.12520827870246198 1 +252 0 1.6204058 0.69215274 1.6997133603139465 1 +253 1 4.0947723 0.88568324 0.17513727866555087 1 +254 1 4.598389 0.9088103 0.13794888136392927 1 +255 1 1.8017435 0.7111286 0.49181763071831924 1 +256 0 -6.1396203 0.044369876 0.065475763377144683 0 +257 0 -6.1396203 0.044369876 0.065475763377144683 0 +258 0 -6.1396203 0.044369876 0.065475763377144683 0 +259 0 0.27879694 0.5347933 1.1040562736502038 1 +260 1 4.587866 0.9083733 0.13864279958489295 1 +261 1 4.2348943 0.8925874 0.16393461591923825 1 +262 1 4.937152 0.92190933 0.11730322309249391 1 +263 1 4.9398766 0.9220073 0.11714988672689339 1 +264 1 4.4715242 0.9034153 0.14653871218985323 1 +265 0 -6.0665565 0.045944914 0.067855527100242494 0 +266 1 4.8833065 0.91994894 0.12037431255785869 1 +267 1 3.5107093 0.8526269 0.23001348906764899 1 +268 1 5.009589 0.9244773 0.11329023183780103 1 +269 0 -6.1396203 0.044369876 0.065475763377144683 0 +270 1 4.5579543 0.9071209 0.14063327692903679 1 +271 0 -6.1773796 0.043576207 0.064278074416537004 0 +272 1 3.5107093 0.8526269 0.23001348906764899 1 +273 1 2.5618722 0.7826091 0.35363619980215255 1 +274 0 -6.1396203 0.044369876 0.065475763377144683 0 +275 0 -6.213353 0.04283269 0.063156971172132925 0 +276 0 -6.1396203 0.044369876 0.065475763377144683 0 +277 0 -6.1396203 0.044369876 0.065475763377144683 0 +278 0 -6.1396203 0.044369876 0.065475763377144683 0 +279 1 4.474 0.90352327 0.14636634297761508 1 +280 0 -6.1396203 0.044369876 0.065475763377144683 0 +281 0 -6.1396203 0.044369876 0.065475763377144683 0 +282 1 3.0822709 0.82362974 0.27993217591263136 1 +283 1 5.1930065 0.93063617 0.10371083891532154 1 +284 1 4.222778 0.8920052 0.16487596609990213 1 +285 1 4.987963 0.9237188 0.1144743482677593 1 +286 1 4.971208 0.9231264 0.11539989179282986 1 +287 0 -5.826139 0.05151126 0.076297450579543527 0 +288 1 0.35316467 0.5440312 0.87823869557364376 1 +289 1 4.008666 0.8812513 0.18237465430356745 1 +290 0 -6.1396203 0.044369876 0.065475763377144683 0 +291 0 -6.1396203 0.044369876 0.065475763377144683 0 +292 1 4.315692 0.8963997 0.15778596620800645 1 +293 1 4.217073 0.8917301 0.16532093118216873 1 +294 0 -6.1917467 0.043277796 0.063828014070884301 0 +295 1 4.796385 0.91668934 0.1254952039423656 1 +296 0 0.741897 0.59168816 1.2922566785668252 1 +297 0 -2.719732 0.20426208 0.32963474026335171 0 +298 0 -2.501207 0.22259568 0.36326296422198734 0 +299 1 1.3863986 0.66667825 0.58493743446755231 1 +300 1 3.1728835 0.8301149 0.26861705273511699 1 +301 0 -6.1396203 0.044369876 0.065475763377144683 0 +302 1 4.937301 0.9219147 0.11729482834422372 1 +303 0 -6.1396203 0.044369876 0.065475763377144683 0 +304 1 4.3654675 0.89868826 0.1541073444998993 1 +305 1 4.497173 0.90452856 0.14476204179058969 1 +306 0 -6.1396203 0.044369876 0.065475763377144683 0 +307 0 -6.1396203 0.044369876 0.065475763377144683 0 +308 1 4.338666 0.8974616 0.15607789473279809 1 +309 0 -2.8202043 0.19621795 0.31512374275212413 0 +310 0 -5.826139 0.05151126 0.076297450579543527 0 +311 0 -6.1396203 0.044369876 0.065475763377144683 0 +312 1 2.357198 0.7646958 0.38704210085811791 1 +313 0 -6.1396203 0.044369876 0.065475763377144683 0 +314 0 -6.074235 0.04577692 0.067601511144377832 0 +315 0 -0.7651224 0.40550932 0.75027390927413651 0 +316 1 2.0800064 0.7388506 0.43664543513315629 1 +317 1 4.445533 0.9022754 0.14836026923956785 1 +318 0 -5.826139 0.05151126 0.076297450579543527 0 +319 0 0.45646623 0.55681187 1.1740088501995301 1 +320 1 4.9527736 0.9224698 0.1164264223891335 1 +321 0 -6.1917467 0.043277796 0.063828014070884301 0 +322 0 -6.1396203 0.044369876 0.065475763377144683 0 +323 1 3.3039997 0.83916116 0.25298019369186953 1 +324 0 -6.1396203 0.044369876 0.065475763377144683 0 +325 0 -5.1748624 0.06995172 0.1046224854024405 0 +326 1 1.6954073 0.7000852 0.51439754009646688 1 +327 0 -6.1396203 0.044369876 0.065475763377144683 0 +328 1 4.0055237 0.88108677 0.18264399656729771 1 +329 1 3.9869075 0.88010806 0.18424742815674702 1 +330 1 4.2798877 0.8947253 0.16048324643910755 1 +331 0 -6.1773796 0.043576207 0.064278074416537004 0 +332 0 -5.7353463 0.053774927 0.079744704820377918 0 +333 1 3.8209891 0.8710747 0.19913168970526804 1 +334 1 4.9124746 0.9210164 0.11870125680374646 1 +335 0 -6.1396203 0.044369876 0.065475763377144683 0 +336 1 3.5170705 0.8530261 0.22933822403666779 1 +337 0 -6.1396203 0.044369876 0.065475763377144683 0 +338 0 -6.074235 0.04577692 0.067601511144377832 0 +339 1 4.8831573 0.91994345 0.12038291219335252 1 +340 1 5.100415 0.92758745 0.10844479473264002 1 +341 0 -6.1396203 0.044369876 0.065475763377144683 0 +342 0 -6.1396203 0.044369876 0.065475763377144683 0 +343 0 -6.1396203 0.044369876 0.065475763377144683 0 +344 1 4.9312973 0.9216983 0.11763354857383716 1 +345 0 -6.1396203 0.044369876 0.065475763377144683 0 +346 0 -4.788188 0.08362417 0.12598868653804535 0 +347 0 -5.198709 0.069179974 0.10342584591461099 0 +348 1 -0.08547947 0.4893167 1.0311595676421534 0 +349 1 1.7528014 0.7060758 0.50210504956929525 1 +350 0 -6.0954 0.04531688 0.066906142052966883 0 +351 0 -6.1396203 0.044369876 0.065475763377144683 0 +352 0 -0.6684814 0.41720915 0.77894986413040046 0 +353 1 3.8420868 0.8722547 0.19717858030981222 1 +354 0 -6.1396203 0.044369876 0.065475763377144683 0 +355 0 -5.826139 0.05151126 0.076297450579543527 0 +356 1 0.5033303 0.5625863 0.82985365475741912 1 +357 1 4.987963 0.9237188 0.1144743482677593 1 +358 1 4.1960154 0.8907094 0.16697327515713983 1 +359 1 3.8932765 0.87507963 0.19251378744707467 1 +360 1 5.0097175 0.92448175 0.11328325564275596 1 +361 1 4.623453 0.90984356 0.13630958121796796 1 +362 0 -4.639272 0.08950971 0.13528446440624214 0 +363 0 -1.2353971 0.35030505 0.62216560491079265 0 +364 0 -6.1396203 0.044369876 0.065475763377144683 0 +365 0 -6.1396203 0.044369876 0.065475763377144683 0 +366 1 5.0097175 0.92448175 0.11328325564275596 1 +367 1 5.0097175 0.92448175 0.11328325564275596 1 +368 0 -6.1612267 0.043914054 0.064787781192392715 0 +369 0 -6.1612267 0.043914054 0.064787781192392715 0 +370 0 -5.0083413 0.07556632 0.11335827476253683 0 +371 0 -6.1612267 0.043914054 0.064787781192392715 0 +372 0 -6.1396203 0.044369876 0.065475763377144683 0 +373 0 -6.1773796 0.043576207 0.064278074416537004 0 +374 0 -6.1396203 0.044369876 0.065475763377144683 0 +375 0 -6.1396203 0.044369876 0.065475763377144683 0 +376 0 -6.1396203 0.044369876 0.065475763377144683 0 +377 0 -6.074235 0.04577692 0.067601511144377832 0 +378 0 -5.7441587 0.053551164 0.079403576658320124 0 +379 0 -1.8110923 0.2879121 0.48987275781304801 0 +380 0 -6.1396203 0.044369876 0.065475763377144683 0 +381 1 4.741922 0.91458595 0.12880934162951543 1 +382 0 -6.050388 0.046300586 0.068393464626597816 0 +383 0 -6.1396203 0.044369876 0.065475763377144683 0 +384 0 -6.1396203 0.044369876 0.065475763377144683 0 +385 0 -5.774636 0.052784055 0.078234728765617711 0 +386 1 4.1821017 0.8900303 0.16807360352582465 1 +387 0 -3.9601738 0.12130957 0.18657311514431529 0 +388 0 -6.1396203 0.044369876 0.065475763377144683 0 +389 0 -5.665489 0.055580154 0.082499736361376599 0 +390 0 -6.1396203 0.044369876 0.065475763377144683 0 +391 1 4.7985883 0.91677344 0.12536284918508384 1 +392 0 -6.1396203 0.044369876 0.065475763377144683 0 +393 0 -6.074235 0.04577692 0.067601511144377832 0 +394 0 -6.0719943 0.04582588 0.067675538185861583 0 +395 0 -6.1396203 0.044369876 0.065475763377144683 0 +396 0 -6.1396203 0.044369876 0.065475763377144683 0 +397 0 -6.1396203 0.044369876 0.065475763377144683 0 +398 0 -6.050388 0.046300586 0.068393464626597816 0 +399 0 -6.0719943 0.04582588 0.067675538185861583 0 +400 1 4.470885 0.9033874 0.14658325932186667 1 +401 0 -6.1396203 0.044369876 0.065475763377144683 0 +402 0 -4.406085 0.099477604 0.15116593852170152 0 +403 0 -5.3377457 0.06483528 0.096707591344553576 0 +404 0 -5.9684076 0.048144616 0.071185694572280078 0 +405 0 -6.1396203 0.044369876 0.065475763377144683 0 +406 0 -6.050388 0.046300586 0.068393464626597816 0 +407 0 -6.1396203 0.044369876 0.065475763377144683 0 +408 0 -4.1425686 0.11191932 0.17123734879261257 0 +409 0 -6.1396203 0.044369876 0.065475763377144683 0 +410 0 -6.1396203 0.044369876 0.065475763377144683 0 +411 0 -6.1263614 0.044651825 0.065901478148287812 0 +412 1 4.864759 0.9192633 0.12144994509378594 1 +413 0 -6.1773796 0.043576207 0.064278074416537004 0 +414 1 5.0094395 0.92447203 0.1132984172829986 1 +415 0 -1.8557686 0.28335413 0.48066771329015129 0 +416 1 4.587716 0.9083671 0.13865264479764455 1 +417 0 -6.1396203 0.044369876 0.065475763377144683 0 +418 0 -4.3786473 0.100713335 0.15314701887798809 0 +419 0 -5.774636 0.052784055 0.078234728765617711 0 +420 0 -4.9228997 0.078605264 0.11810873981688841 0 +421 1 4.587866 0.9083733 0.13864279958489295 1 +422 0 -3.713171 0.13510154 0.20939732926076041 0 +423 0 -6.1989865 0.043128163 0.063602390616953969 0 +424 0 -6.1396203 0.044369876 0.065475763377144683 0 +425 1 4.937301 0.9219147 0.11729482834422372 1 +426 0 -3.7687383 0.13188784 0.20404664120993649 0 +427 1 4.725538 0.9139438 0.12982259785268024 1 +428 0 -6.1396203 0.044369876 0.065475763377144683 0 +429 0 -6.1396203 0.044369876 0.065475763377144683 0 +430 0 -6.088117 0.04547468 0.06714462482416246 0 +431 0 -5.7819185 0.05260229 0.077957911856551279 0 +432 0 -6.1773796 0.043576207 0.064278074416537004 0 +433 0 -5.9684076 0.048144616 0.071185694572280078 0 +434 0 1.7292006 0.7036209 1.7544844311416015 1 +435 1 4.587866 0.9083733 0.13864279958489295 1 +436 1 4.890724 0.9202216 0.11994673228373055 1 +437 0 -6.1396203 0.044369876 0.065475763377144683 0 +438 0 -6.1612267 0.043914054 0.064787781192392715 0 +439 0 -6.1773796 0.043576207 0.064278074416537004 0 +440 1 4.4181995 0.9010637 0.15029902601865017 1 +441 0 -3.0135353 0.18141833 0.28880173221347094 0 +442 0 -5.675583 0.055315834 0.08209601702451759 0 +443 0 -6.238247 0.042325288 0.062392387943609233 0 +444 0 -5.7819185 0.05260229 0.077957911856551279 0 +445 0 -6.1396203 0.044369876 0.065475763377144683 0 +446 0 -6.1396203 0.044369876 0.065475763377144683 0 +447 0 -6.1773796 0.043576207 0.064278074416537004 0 +448 0 -6.074235 0.04577692 0.067601511144377832 0 +449 1 5.0097175 0.92448175 0.11328325564275596 1 +450 0 -5.9922547 0.047601134 0.070362191434088922 0 +451 0 -6.1773796 0.043576207 0.064278074416537004 0 +452 0 -6.05764 0.04614073 0.068151665133971612 0 +453 1 4.470885 0.9033874 0.14658325932186667 1 +454 0 -5.774636 0.052784055 0.078234728765617711 0 +455 1 1.8088763 0.7118607 0.49033310580036782 1 +456 1 4.988113 0.9237241 0.11446606305595659 1 +457 1 4.477379 0.90367043 0.14613137914017943 1 +458 0 -6.1773796 0.043576207 0.064278074416537004 0 +459 0 -6.1989865 0.043128163 0.063602390616953969 0 +460 0 -6.0954 0.04531688 0.066906142052966883 0 +461 0 -4.010525 0.11865149 0.18221547568619237 0 +462 0 -5.0734353 0.07332389 0.10986291673316106 0 +463 0 -6.1396203 0.044369876 0.065475763377144683 0 +464 0 -6.1396203 0.044369876 0.065475763377144683 0 +465 1 4.813947 0.9173575 0.12444401726669464 1 +466 1 5.009589 0.9244773 0.11329023183780103 1 +467 1 4.6417913 0.9105929 0.13512186275852198 1 +468 0 -6.1396203 0.044369876 0.065475763377144683 0 +469 0 -6.1396203 0.044369876 0.065475763377144683 0 +470 0 -6.074235 0.04577692 0.067601511144377832 0 +471 0 -5.0734353 0.07332389 0.10986291673316106 0 +472 0 -5.0734353 0.07332389 0.10986291673316106 0 +473 0 -6.1396203 0.044369876 0.065475763377144683 0 +474 0 -6.1773796 0.043576207 0.064278074416537004 0 +475 0 -6.1396203 0.044369876 0.065475763377144683 0 +476 0 -6.1396203 0.044369876 0.065475763377144683 0 +477 0 -6.1396203 0.044369876 0.065475763377144683 0 +478 0 -5.7353463 0.053774927 0.079744704820377918 0 +479 1 4.470885 0.9033874 0.14658325932186667 1 +480 0 -6.1119943 0.044959266 0.066365826803422498 0 +481 0 -4.051337 0.116534136 0.17875370332429813 0 +482 1 4.813947 0.9173575 0.12444401726669464 1 +483 1 4.937152 0.92190933 0.11730322309249391 1 +484 0 -6.1773796 0.043576207 0.064278074416537004 0 +485 0 -5.6101975 0.05704927 0.084745705195304097 0 +486 0 -6.074235 0.04577692 0.067601511144377832 0 +487 1 4.587866 0.9083733 0.13864279958489295 1 +488 1 2.6564026 0.79054296 0.33908423036099355 1 +489 1 0.7583128 0.59366965 0.75226772723071456 1 +490 0 -6.1396203 0.044369876 0.065475763377144683 0 +491 1 4.4673777 0.90323424 0.14682791232306741 1 +492 0 -6.074235 0.04577692 0.067601511144377832 0 +493 1 4.9145374 0.9210914 0.11858380755452427 1 +494 0 -2.545963 0.21874729 0.35613880209917476 0 +495 0 -6.074235 0.04577692 0.067601511144377832 0 +496 0 -6.074235 0.04577692 0.067601511144377832 0 +497 0 -6.050388 0.046300586 0.068393464626597816 0 +498 0 -6.1396203 0.044369876 0.065475763377144683 0 +499 0 -6.1396203 0.044369876 0.065475763377144683 0 +500 0 -5.0734353 0.07332389 0.10986291673316106 0 +501 0 -6.1396203 0.044369876 0.065475763377144683 0 +502 0 -6.1396203 0.044369876 0.065475763377144683 0 +503 0 -6.1396203 0.044369876 0.065475763377144683 0 +504 0 -6.1396203 0.044369876 0.065475763377144683 0 +505 0 -6.088117 0.04547468 0.06714462482416246 0 +506 1 4.1960154 0.8907094 0.16697327515713983 1 +507 0 -5.3377457 0.06483528 0.096707591344553576 0 +508 0 -6.1773796 0.043576207 0.064278074416537004 0 +509 0 -6.1396203 0.044369876 0.065475763377144683 0 +510 0 -6.1396203 0.044369876 0.065475763377144683 0 +511 0 -6.1773796 0.043576207 0.064278074416537004 0 +512 0 -6.1773796 0.043576207 0.064278074416537004 0 +513 0 -6.074235 0.04577692 0.067601511144377832 0 +514 1 5.0097175 0.92448175 0.11328325564275596 1 +515 1 4.470885 0.9033874 0.14658325932186667 1 +516 0 -6.074235 0.04577692 0.067601511144377832 0 +517 0 -6.074235 0.04577692 0.067601511144377832 0 +518 0 -6.1396203 0.044369876 0.065475763377144683 0 +519 1 4.4833307 0.9039292 0.1457183580868506 1 +520 0 -5.826139 0.05151126 0.076297450579543527 0 +521 0 -5.826139 0.05151126 0.076297450579543527 0 +522 1 3.5602636 0.8557131 0.22480086913862515 1 +523 1 4.8492503 0.9186859 0.12235638798071606 1 +524 0 -6.1396203 0.044369876 0.065475763377144683 0 +525 0 -6.1396203 0.044369876 0.065475763377144683 0 +526 0 -6.1396203 0.044369876 0.065475763377144683 0 +527 0 -6.1396203 0.044369876 0.065475763377144683 0 +528 0 -5.864215 0.05058901 0.074895345146959211 0 +529 0 -6.074235 0.04577692 0.067601511144377832 0 +530 1 4.2622447 0.8938915 0.16182834474562094 1 +531 0 -6.050388 0.046300586 0.068393464626597816 0 +532 0 -6.074235 0.04577692 0.067601511144377832 0 +533 0 -6.1396203 0.044369876 0.065475763377144683 0 +534 0 -6.1396203 0.044369876 0.065475763377144683 0 +535 0 -6.028797 0.046779618 0.069118294454363349 0 +536 0 -6.1773796 0.043576207 0.064278074416537004 0 +537 0 -6.1773796 0.043576207 0.064278074416537004 0 +538 0 -6.1396203 0.044369876 0.065475763377144683 0 +539 0 -5.0734353 0.07332389 0.10986291673316106 0 +540 0 -5.625228 0.056646336 0.084129354918324101 0 +541 0 -6.1396203 0.044369876 0.065475763377144683 0 +542 0 -5.0067806 0.075620845 0.11344336781634835 0 +543 0 -6.1396203 0.044369876 0.065475763377144683 0 +544 0 -6.1612267 0.043914054 0.064787781192392715 0 +545 0 -6.1773796 0.043576207 0.064278074416537004 0 +546 1 5.0097175 0.92448175 0.11328325564275596 1 +547 0 -6.074235 0.04577692 0.067601511144377832 0 +548 0 -6.074235 0.04577692 0.067601511144377832 0 +549 1 4.2819996 0.89482474 0.16032294521737286 1 +550 0 -6.1396203 0.044369876 0.065475763377144683 0 +551 0 -6.1396203 0.044369876 0.065475763377144683 0 +552 0 -5.605276 0.057181787 0.084948466212592971 0 +553 0 -2.3358095 0.23723392 0.39068740963230092 0 +554 0 -6.1396203 0.044369876 0.065475763377144683 0 +555 0 -4.001185 0.11914073 0.18301654758327129 0 +556 0 -5.669961 0.055462908 0.082320642483267134 0 +557 0 -6.0954 0.04531688 0.066906142052966883 0 +558 0 -6.1396203 0.044369876 0.065475763377144683 0 +559 0 -6.1773796 0.043576207 0.064278074416537004 0 +560 0 -6.1773796 0.043576207 0.064278074416537004 0 +561 0 -6.1773796 0.043576207 0.064278074416537004 0 +562 0 -6.1396203 0.044369876 0.065475763377144683 0 +563 0 -6.1396203 0.044369876 0.065475763377144683 0 +564 0 -6.1396203 0.044369876 0.065475763377144683 0 +565 1 5.0097175 0.92448175 0.11328325564275596 1 +566 0 -6.1396203 0.044369876 0.065475763377144683 0 +567 0 -4.450075 0.09752453 0.14804037784694216 0 +568 1 4.5520997 0.906874 0.14102597491863003 1 +569 1 4.864759 0.9192633 0.12144994509378594 1 +570 1 4.5310497 0.9059813 0.14244681880258317 1 +571 1 4.7984385 0.9167678 0.12537176000296082 1 +572 0 -6.1396203 0.044369876 0.065475763377144683 0 +573 0 -6.1396203 0.044369876 0.065475763377144683 0 +574 1 4.778563 0.9160063 0.1265705321200277 1 +575 0 -6.1773796 0.043576207 0.064278074416537004 0 +576 0 -6.1773796 0.043576207 0.064278074416537004 0 +577 0 -6.1396203 0.044369876 0.065475763377144683 0 +578 0 -6.1396203 0.044369876 0.065475763377144683 0 +579 0 -6.1396203 0.044369876 0.065475763377144683 0 +580 0 -6.1773796 0.043576207 0.064278074416537004 0 +581 1 4.7819138 0.91613513 0.12636767960156983 1 +582 1 5.064811 0.9263826 0.11031993710208182 1 +583 0 -6.1396203 0.044369876 0.065475763377144683 0 +584 0 -5.7819185 0.05260229 0.077957911856551279 0 +585 0 -6.1396203 0.044369876 0.065475763377144683 0 +586 1 4.937152 0.92190933 0.11730322309249391 1 +587 0 -6.1773796 0.043576207 0.064278074416537004 0 +588 1 4.306502 0.8959722 0.15847413790755668 1 +589 0 -6.1773796 0.043576207 0.064278074416537004 0 +590 1 2.4532292 0.7732255 0.3710389038957993 1 +591 1 4.4564133 0.902754 0.14759517326676511 1 +592 1 4.2410727 0.89288324 0.16345656275319501 1 +593 0 -6.1773796 0.043576207 0.064278074416537004 0 +594 1 4.4833307 0.9039292 0.1457183580868506 1 +595 0 -6.1773796 0.043576207 0.064278074416537004 0 +596 0 -6.1396203 0.044369876 0.065475763377144683 0 +597 0 -6.0665565 0.045944914 0.067855527100242494 0 +598 0 -6.1396203 0.044369876 0.065475763377144683 0 +599 0 -5.1196065 0.071770646 0.10744677287475329 0 +600 0 -6.1396203 0.044369876 0.065475763377144683 0 +601 0 -6.074235 0.04577692 0.067601511144377832 0 +602 0 -6.1396203 0.044369876 0.065475763377144683 0 +603 1 1.2419015 0.65043473 0.62052379722699691 1 +604 1 2.2953079 0.75908214 0.39767209007616733 1 +605 1 4.937301 0.9219147 0.11729482834422372 1 +606 0 -6.1396203 0.044369876 0.065475763377144683 0 +607 0 -6.1396203 0.044369876 0.065475763377144683 0 +608 1 4.6075 0.90918714 0.13735081983695752 1 +609 0 -6.1773796 0.043576207 0.064278074416537004 0 +610 1 4.4181995 0.9010637 0.15029902601865017 1 +611 1 3.9316034 0.8771595 0.18908893212348932 1 +612 1 4.937152 0.92190933 0.11730322309249391 1 +613 0 -6.088117 0.04547468 0.06714462482416246 0 +614 0 -6.074235 0.04577692 0.067601511144377832 0 +615 0 -6.1612267 0.043914054 0.064787781192392715 0 +616 0 -6.1396203 0.044369876 0.065475763377144683 0 +617 0 -6.1263614 0.044651825 0.065901478148287812 0 +618 0 -6.1396203 0.044369876 0.065475763377144683 0 +619 0 -6.1773796 0.043576207 0.064278074416537004 0 +620 0 -6.1396203 0.044369876 0.065475763377144683 0 +621 0 -0.74733806 0.40765476 0.7554898251324268 0 +622 0 -3.8144124 0.12929505 0.19974417155070834 0 +623 0 -6.1396203 0.044369876 0.065475763377144683 0 +624 0 -6.1119943 0.044959266 0.066365826803422498 0 +625 0 -3.630025 0.14003341 0.2176474815075701 0 +626 1 3.0427017 0.8207373 0.28500756997426663 1 +627 0 -4.010525 0.11865149 0.18221547568619237 0 +628 0 -6.1396203 0.044369876 0.065475763377144683 0 +629 0 -6.1396203 0.044369876 0.065475763377144683 0 +630 0 -5.422181 0.06232209 0.09283565118372443 0 +631 0 -6.1773796 0.043576207 0.064278074416537004 0 +632 0 -6.1396203 0.044369876 0.065475763377144683 0 +633 1 4.420713 0.9011757 0.15011971831466706 1 +634 0 -6.1396203 0.044369876 0.065475763377144683 0 +635 0 -6.1612267 0.043914054 0.064787781192392715 0 +636 1 4.5970745 0.90875584 0.13803536632756225 1 +637 0 -4.564477 0.09260468 0.14019687899245847 0 +638 0 -6.1396203 0.044369876 0.065475763377144683 0 +639 0 -6.0954 0.04531688 0.066906142052966883 0 +640 0 -6.05764 0.04614073 0.068151665133971612 0 +641 0 -6.1396203 0.044369876 0.065475763377144683 0 +642 0 -6.1396203 0.044369876 0.065475763377144683 0 +643 0 -6.1396203 0.044369876 0.065475763377144683 0 +644 0 -6.1396203 0.044369876 0.065475763377144683 0 +645 0 -6.1396203 0.044369876 0.065475763377144683 0 +646 0 -6.050388 0.046300586 0.068393464626597816 0 +647 0 -6.05764 0.04614073 0.068151665133971612 0 +648 1 4.144936 0.88819826 0.17104635554802819 1 +649 0 -6.1396203 0.044369876 0.065475763377144683 0 +650 0 -4.972138 0.07684059 0.11534829799835399 0 +651 0 -5.9684076 0.048144616 0.071185694572280078 0 +652 0 -6.1773796 0.043576207 0.064278074416537004 0 +653 0 -6.1396203 0.044369876 0.065475763377144683 0 +654 0 -6.1396203 0.044369876 0.065475763377144683 0 +655 0 -6.1396203 0.044369876 0.065475763377144683 0 +656 0 -6.1773796 0.043576207 0.064278074416537004 0 +657 0 -0.71396583 0.41169012 0.76535182001480695 0 +658 1 4.587716 0.9083671 0.13865264479764455 1 +659 0 -6.1396203 0.044369876 0.065475763377144683 0 +660 0 -6.1396203 0.044369876 0.065475763377144683 0 +661 0 -6.1396203 0.044369876 0.065475763377144683 0 +662 0 -6.1612267 0.043914054 0.064787781192392715 0 +663 0 -6.1612267 0.043914054 0.064787781192392715 0 +664 0 -6.05764 0.04614073 0.068151665133971612 0 +665 0 -6.1396203 0.044369876 0.065475763377144683 0 +666 0 -5.7353463 0.053774927 0.079744704820377918 0 +667 0 -6.1396203 0.044369876 0.065475763377144683 0 +668 1 2.6488438 0.78991646 0.34022801786967932 1 +669 1 4.2831473 0.89487875 0.16023588259345592 1 +670 1 3.9066997 0.87581146 0.19130777119455233 1 +671 0 -6.050388 0.046300586 0.068393464626597816 0 +672 0 -6.1396203 0.044369876 0.065475763377144683 0 +673 0 -4.6932993 0.08733244 0.13183864579037913 0 +674 0 -6.1396203 0.044369876 0.065475763377144683 0 +675 0 -6.1612267 0.043914054 0.064787781192392715 0 +676 0 -6.1396203 0.044369876 0.065475763377144683 0 +677 0 -6.1773796 0.043576207 0.064278074416537004 0 +678 0 -6.1396203 0.044369876 0.065475763377144683 0 +679 0 -6.1396203 0.044369876 0.065475763377144683 0 +680 1 4.937301 0.9219147 0.11729482834422372 1 +681 1 4.9145374 0.9210914 0.11858380755452427 1 +682 0 -6.1773796 0.043576207 0.064278074416537004 0 +683 0 -6.1396203 0.044369876 0.065475763377144683 0 +684 0 -6.1396203 0.044369876 0.065475763377144683 0 +685 0 -6.1396203 0.044369876 0.065475763377144683 0 +686 0 -6.1396203 0.044369876 0.065475763377144683 0 +687 0 -5.2640944 0.06710418 0.10021212087160514 0 +688 0 -6.1396203 0.044369876 0.065475763377144683 0 +689 0 -6.1396203 0.044369876 0.065475763377144683 0 +690 0 -6.05764 0.04614073 0.068151665133971612 0 +691 1 2.7042322 0.7944754 0.33192558846514664 1 +692 0 -6.1396203 0.044369876 0.065475763377144683 0 +693 0 -6.1396203 0.044369876 0.065475763377144683 0 +694 0 -5.872639 0.050387084 0.074588537936159688 0 +695 0 -6.1396203 0.044369876 0.065475763377144683 0 +696 1 3.9008157 0.8754911 0.19183561075249639 1 +697 1 3.2541747 0.83577025 0.25882169044450026 1 +698 1 3.2541747 0.83577025 0.25882169044450026 1 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-out.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-out.txt index cfe6101e4a..3034b3a8c2 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-out.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-out.txt @@ -21,8 +21,8 @@ TRUTH ||======================== Precision ||1.0000 |0.9310 |0.8966 | Accuracy(micro-avg): 0.936709 Accuracy(macro-avg): 0.942857 -Log-loss: 0.285741 -Log-loss reduction: 0.737254 +Log-loss: 0.286878 +Log-loss reduction: 0.736208 Confusion table ||======================== @@ -30,20 +30,20 @@ PREDICTED || 0 | 1 | 2 | Recall TRUTH ||======================== 0 || 29 | 0 | 0 | 1.0000 1 || 0 | 19 | 1 | 0.9500 - 2 || 0 | 2 | 20 | 0.9091 + 2 || 0 | 1 | 21 | 0.9545 ||======================== -Precision ||1.0000 |0.9048 |0.9524 | -Accuracy(micro-avg): 0.957746 -Accuracy(macro-avg): 0.953030 -Log-loss: 0.160970 -Log-loss reduction: 0.851729 +Precision ||1.0000 |0.9500 |0.9545 | +Accuracy(micro-avg): 0.971831 +Accuracy(macro-avg): 0.968182 +Log-loss: 0.156315 +Log-loss reduction: 0.856017 OVERALL RESULTS --------------------------------------- -Accuracy(micro-avg): 0.947228 (0.0105) -Accuracy(macro-avg): 0.947944 (0.0051) -Log-loss: 0.223355 (0.0624) -Log-loss reduction: 0.794491 (0.0572) +Accuracy(micro-avg): 0.954270 (0.0176) +Accuracy(macro-avg): 0.955519 (0.0127) +Log-loss: 0.221597 (0.0653) +Log-loss reduction: 0.796112 (0.0599) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-rp.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-rp.txt index 095d195ea8..e00b8a55f8 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-rp.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key-rp.txt @@ -1,4 +1,4 @@ LightGBMMC Accuracy(micro-avg) Accuracy(macro-avg) Log-loss Log-loss reduction /iter /lr /nl /mil /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.947228 0.947944 0.223355 0.794491 10 0.2 20 10 1 LightGBMMC %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:TX:0 col=Features:1-*} data=%Data% seed=1 xf=Term{col=Label} /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 +0.95427 0.955519 0.221597 0.796112 10 0.2 20 10 1 LightGBMMC %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:TX:0 col=Features:1-*} data=%Data% seed=1 xf=Term{col=Label} /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key.txt index a27f33b9a0..83abc60ba3 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.key.txt @@ -1,151 +1,151 @@ Instance Label Assigned Log-loss #1 Score #2 Score #3 Score #1 Class #2 Class #3 Class -5 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -6 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -8 0 0 0.10661010609724078 0.8988761 0.06135031 0.0397736244 0 1 2 -9 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -10 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -11 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -18 0 0 0.20871018055857202 0.8116304 0.150229976 0.0381395929 0 1 2 -20 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -21 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -25 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -28 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -31 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -32 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -35 0 0 0.091914338968542939 0.9121833 0.0474542454 0.0403624475 0 1 2 -37 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -40 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -41 0 0 0.12022446935179025 0.8867214 0.0605207235 0.0527579151 0 1 2 -44 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -45 0 0 0.10661010609724078 0.8988761 0.06135031 0.0397736244 0 1 2 -46 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -48 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -50 1 1 0.4718017766214076 0.623877168 0.288581163 0.08754168 1 2 0 -51 1 1 0.16129621134678201 0.851039946 0.09795632 0.0510037169 1 0 2 -52 1 2 1.7576448804634039 0.735976 0.172450528 0.0915734842 2 1 0 -54 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -56 1 1 0.58884998083853646 0.554965138 0.35958758 0.085447304 1 2 0 -60 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -63 1 1 0.40334659068829443 0.6680805 0.285767019 0.0461524948 1 2 0 -64 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -66 1 1 0.10523849252688122 0.9001098 0.0527786054 0.047111582 1 0 2 -68 1 1 0.11845279887246257 0.888293743 0.06337312 0.04833313 1 2 0 -69 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -70 1 1 0.58884998083853646 0.554965138 0.35958758 0.085447304 1 2 0 -71 1 1 0.11296366633272885 0.8931831 0.0539531074 0.0528637879 1 2 0 -72 1 2 1.5315509875875275 0.7353038 0.216200083 0.048496116 2 1 0 -73 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -74 1 1 0.10601819760601948 0.8994083 0.05323223 0.04735948 1 0 2 -76 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -77 1 2 2.1977178827233494 0.8378547 0.111056313 0.05108899 2 1 0 -79 1 1 0.52084859644468928 0.594016254 0.3608323 0.045151446 1 0 2 -82 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -88 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -90 1 1 0.1129939635005666 0.893156052 0.05824627 0.0485976934 1 2 0 -91 1 1 0.40334659068829443 0.6680805 0.285767019 0.0461524948 1 2 0 -92 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -93 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -95 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -96 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -97 1 1 0.10601819760601948 0.8994083 0.05323223 0.04735948 1 0 2 -98 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -99 1 1 0.10825296364989409 0.897400558 0.0531134 0.04948606 1 0 2 -100 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -102 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -104 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -105 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -106 2 1 2.6016715940237773 0.8748904 0.07414953 0.0509601049 1 2 0 -108 2 2 0.16088853658016677 0.851386964 0.09868193 0.04993112 2 1 0 -109 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -111 2 2 0.12042729005263374 0.886541545 0.06509956 0.0483589172 2 1 0 -112 2 2 0.10352719537737497 0.9016515 0.0498134866 0.0485349931 2 1 0 -113 2 2 0.13625251837638269 0.872622252 0.0777320862 0.0496456921 2 1 0 -115 2 2 0.14817072903452888 0.8622839 0.0871827 0.0505334176 2 0 1 -117 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -120 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -121 2 2 0.13625251837638269 0.872622252 0.0777320862 0.0496456921 2 1 0 -122 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -123 2 2 0.21410877198720812 0.8072606 0.142007053 0.050732363 2 1 0 -125 2 2 0.18232859016677222 0.8333275 0.0897813961 0.0768911242 2 0 1 -128 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -129 2 2 0.13494969421225142 0.873759866 0.07612156 0.0501186028 2 1 0 -131 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -132 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -133 2 2 0.31946514465077724 0.7265375 0.22336027 0.0501022264 2 1 0 -137 2 2 0.19509988206139145 0.8227525 0.08864207 0.08860543 2 0 1 -138 2 1 0.96751745636348951 0.571897149 0.3800253 0.0480775572 1 2 0 -141 2 2 0.15850114560830628 0.853422 0.08952415 0.05705389 2 0 1 -144 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -145 2 2 0.11573805867711409 0.8907085 0.05954661 0.04974486 2 1 0 -147 2 2 0.11573805867711409 0.8907085 0.05954661 0.04974486 2 1 0 -0 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -1 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -2 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -3 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -4 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -7 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -12 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -13 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -14 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -15 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -16 0 0 0.097859552345142847 0.906776249 0.0505770147 0.04264675 0 1 2 -17 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -19 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -22 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -23 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -24 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -26 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -27 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -29 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -30 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -33 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -34 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -36 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -38 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -39 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -42 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -43 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -47 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -49 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -53 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -55 1 1 0.092892934581938133 0.911291063 0.05356518 0.035143774 1 2 0 -57 1 1 0.097438230233297438 0.9071584 0.0560606159 0.036781013 1 2 0 -58 1 1 0.10073777708552108 0.9041701 0.06115444 0.0346754827 1 2 0 -59 1 1 0.12054139057437575 0.8864404 0.07761862 0.0359409936 1 2 0 -61 1 1 0.18697080511735736 0.829467952 0.133391976 0.0371401 1 2 0 -62 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -65 1 1 0.099831826860305617 0.9049896 0.06030351 0.0347069129 1 2 0 -67 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -75 1 1 0.12559806134822368 0.8819693 0.08420664 0.03382407 1 2 0 -78 1 1 0.18500488315787203 0.8311002 0.132115185 0.0367846042 1 2 0 -80 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -81 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -83 1 2 1.0043852293668838 0.6034677 0.366269737 0.0302625634 2 1 0 -84 1 1 0.20077823464619507 0.818093836 0.1422889 0.0396172553 1 2 0 -85 1 1 0.34652926989177313 0.7071381 0.2603224 0.0325394757 1 2 0 -86 1 1 0.17271648258942382 0.8413761 0.121384442 0.03723942 1 2 0 -87 1 1 0.10970840394213197 0.8960954 0.0690198541 0.0348847173 1 2 0 -89 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -94 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -101 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -103 2 2 0.10737741038979709 0.8981866 0.0664602146 0.03535317 2 1 0 -107 2 2 0.10254983204222122 0.9025332 0.06078896 0.03667784 2 1 0 -110 2 2 0.22186873543222146 0.8010205 0.167042211 0.03193731 2 1 0 -114 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -116 2 2 0.10737741038979709 0.8981866 0.0664602146 0.03535317 2 1 0 -118 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -119 2 1 0.90674956791950001 0.558204055 0.40383473 0.03796125 1 2 0 -124 2 2 0.11442077120766009 0.8918826 0.07259029 0.0355271064 2 1 0 -126 2 2 0.40083567848156304 0.6697601 0.293806285 0.0364336222 2 1 0 -127 2 2 0.36452230942262392 0.694528341 0.2717706 0.0337010734 2 1 0 -130 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -134 2 1 0.87385387392584235 0.537953556 0.41734007 0.04470639 1 2 0 -135 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -136 2 2 0.12080648753504018 0.886205435 0.0794470161 0.0343475267 2 1 0 -139 2 2 0.11557084397877333 0.890857458 0.07233209 0.0368104242 2 1 0 -140 2 2 0.10625640378340648 0.899194062 0.0649875849 0.03581835 2 1 0 -142 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -143 2 2 0.11442077120766009 0.8918826 0.07259029 0.0355271064 2 1 0 -146 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -148 2 2 0.1306706508046877 0.877506733 0.08750639 0.034986876 2 1 0 -149 2 2 0.19668370574494914 0.8214504 0.145130783 0.03341879 2 1 0 +5 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +6 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +8 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +9 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +10 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +11 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +18 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +20 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +21 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +25 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +28 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +31 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +32 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +35 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +37 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +40 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +41 0 0 0.12942106845925336 0.87860394 0.06721822 0.054177858 0 1 2 +44 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +45 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +46 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +48 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +50 1 1 0.43325813917787931 0.6483931 0.2726426 0.07896428 1 2 0 +51 1 1 0.14903266385898667 0.861541 0.08955212 0.04890688 1 0 2 +52 1 2 1.6632574880316828 0.7476909 0.18952061 0.06278846 2 1 0 +54 1 1 0.42655858257535945 0.6527516 0.30268613 0.044562235 1 2 0 +56 1 1 0.65364640147812469 0.52014565 0.3747171 0.10513727 1 2 0 +60 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +63 1 1 0.40935593999659681 0.6640778 0.28900155 0.046920635 1 2 0 +64 1 1 0.11036965812543095 0.89550304 0.057777938 0.04671904 1 0 2 +66 1 1 0.10443186951683082 0.90083617 0.052489508 0.046674293 1 0 2 +68 1 1 0.12110159310670919 0.88594395 0.06556898 0.048487063 1 2 0 +69 1 1 0.11064778430237847 0.895254 0.05548027 0.049265705 1 2 0 +70 1 1 0.63333575640763584 0.53081816 0.38240564 0.08677621 1 2 0 +71 1 1 0.12232161843338632 0.88486373 0.058044784 0.05709149 1 2 0 +72 1 2 1.6067569757624376 0.75020665 0.2005369 0.049256474 2 1 0 +73 1 1 0.43862716564341359 0.6449212 0.3095117 0.045567114 1 2 0 +74 1 1 0.10513923471894648 0.9001992 0.052908987 0.046891823 1 0 2 +76 1 1 0.42655858257535945 0.6527516 0.30268613 0.044562235 1 2 0 +77 1 2 2.2216296725665048 0.84009814 0.108432256 0.051469624 2 1 0 +79 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +82 1 1 0.10084510375947357 0.90407306 0.049751017 0.04617592 1 0 2 +88 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +90 1 1 0.11546593922657214 0.8909509 0.060288023 0.04876109 1 2 0 +91 1 1 0.40935593999659681 0.6640778 0.28900155 0.046920635 1 2 0 +92 1 1 0.11064778430237847 0.895254 0.05548027 0.049265705 1 2 0 +93 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +95 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +96 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +97 1 1 0.10513923471894648 0.9001992 0.052908987 0.046891823 1 0 2 +98 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +99 1 1 0.10735192805532454 0.8982095 0.052792046 0.04899842 1 0 2 +100 2 2 0.15142388234149376 0.8594833 0.102503054 0.038013652 2 0 1 +102 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +104 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +105 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +106 2 1 2.6388769524267892 0.87924665 0.07144146 0.049311895 1 2 0 +108 2 2 0.20996021806043486 0.8106165 0.14162178 0.047761712 2 1 0 +109 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +111 2 2 0.13668812724914112 0.8722422 0.07996642 0.047791354 2 1 0 +112 2 2 0.10315693768053258 0.9019854 0.04924505 0.048769556 2 1 0 +113 2 2 0.15593091577799928 0.8556183 0.09548374 0.04889797 2 1 0 +115 2 2 0.13552929120046142 0.8732536 0.084229246 0.042517163 2 0 1 +117 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +120 2 2 0.13634364167603819 0.87254274 0.084160686 0.043296587 2 0 1 +121 2 2 0.12789040936295828 0.8799498 0.06976166 0.050288502 2 1 0 +122 2 2 0.11409355752013907 0.8921745 0.058942072 0.048883468 2 1 0 +123 2 2 0.24341714383908797 0.7839444 0.16655193 0.049503613 2 1 0 +125 2 2 0.18050376627400563 0.83484954 0.08582161 0.07932883 2 0 1 +128 2 2 0.1077534830408981 0.8978489 0.052956693 0.04919438 2 1 0 +129 2 2 0.14206129686029609 0.8675681 0.0824378 0.0499941 2 1 0 +131 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +132 2 2 0.1077534830408981 0.8978489 0.052956693 0.04919438 2 1 0 +133 2 2 0.31552404037150367 0.72940654 0.22005326 0.0505402 2 1 0 +137 2 2 0.15358680008381742 0.8576263 0.080018096 0.062355608 2 1 0 +138 2 1 0.92239486909494561 0.551862 0.39756578 0.050572235 1 2 0 +141 2 2 0.1286479215784819 0.8792835 0.06223792 0.05847859 2 0 1 +144 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +145 2 2 0.11565387907553501 0.8907835 0.059243422 0.04997307 2 1 0 +147 2 2 0.11565387907553501 0.8907835 0.059243422 0.04997307 2 1 0 +0 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +1 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +2 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +3 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +4 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +7 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +12 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +13 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +14 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +15 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +16 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +17 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +19 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +22 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +23 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +24 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +26 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +27 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +29 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +30 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +33 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +34 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +36 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +38 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +39 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +42 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +43 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +47 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +49 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +53 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +55 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +57 1 1 0.10195141097388576 0.90307343 0.058594998 0.038331583 1 2 0 +58 1 1 0.096888432360480545 0.90765727 0.05641373 0.035928994 1 2 0 +59 1 1 0.098870305352020446 0.9058602 0.0569103 0.03722949 1 2 0 +61 1 1 0.13449111313207365 0.87416065 0.089486726 0.03635265 1 2 0 +62 1 1 0.093336229392213574 0.9108872 0.05387135 0.035241477 1 2 0 +65 1 1 0.092126072178171647 0.91199017 0.052725676 0.03528415 1 2 0 +67 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +75 1 1 0.094798020979133757 0.9095566 0.055253398 0.035189997 1 2 0 +78 1 1 0.13689909955237675 0.8720582 0.0909818 0.036960002 1 2 0 +80 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +81 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +83 1 2 1.0178664475927353 0.60700065 0.3613651 0.031634245 2 1 0 +84 1 1 0.15261379338637643 0.8584612 0.10065088 0.040887922 1 2 0 +85 1 1 0.46926194574279267 0.6254637 0.34268466 0.03185165 1 2 0 +86 1 1 0.15418342318151268 0.8571148 0.10488772 0.0379975 1 2 0 +87 1 1 0.10314524130457524 0.90199596 0.06310653 0.034897484 1 2 0 +89 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +94 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +101 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +103 2 2 0.11697232397046874 0.8896098 0.07490962 0.03548057 2 1 0 +107 2 2 0.1092142459651821 0.8965383 0.067328244 0.03613345 2 1 0 +110 2 2 0.16693193511356105 0.8462572 0.11919398 0.034548815 2 1 0 +114 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +116 2 2 0.11697232397046874 0.8896098 0.07490962 0.03548057 2 1 0 +118 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +119 2 1 0.87457130348298628 0.5472546 0.41704077 0.035704598 1 2 0 +124 2 2 0.098023897029958132 0.90662724 0.057349768 0.036022983 2 1 0 +126 2 2 0.45878171681072505 0.6320532 0.33475876 0.03318803 2 1 0 +127 2 2 0.33688059988592473 0.7139941 0.25237766 0.033628266 2 1 0 +130 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +134 2 2 0.68085495744453928 0.50618404 0.45038828 0.04342765 2 1 0 +135 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +136 2 2 0.1047820146393796 0.9005208 0.06403165 0.03544755 2 1 0 +139 2 2 0.1118699128732419 0.89416057 0.07003917 0.035800267 2 1 0 +140 2 2 0.10506666820004708 0.9002645 0.06419663 0.03553888 2 1 0 +142 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +143 2 2 0.098023897029958132 0.90662724 0.057349768 0.036022983 2 1 0 +146 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +148 2 2 0.11152940547661261 0.8944651 0.06983765 0.035697263 2 1 0 +149 2 2 0.18840412318500444 0.8282799 0.13730933 0.03441076 2 1 0 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-out.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-out.txt index 0f8b13a0c5..fccaf4d8f0 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-out.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-out.txt @@ -21,8 +21,8 @@ TRUTH ||======================== Precision ||1.0000 |0.9310 |0.8966 | Accuracy(micro-avg): 0.936709 Accuracy(macro-avg): 0.942857 -Log-loss: 0.285741 -Log-loss reduction: 0.737254 +Log-loss: 0.286878 +Log-loss reduction: 0.736208 Confusion table ||======================== @@ -30,20 +30,20 @@ PREDICTED || 0 | 1 | 2 | Recall TRUTH ||======================== 0 || 29 | 0 | 0 | 1.0000 1 || 0 | 19 | 1 | 0.9500 - 2 || 0 | 2 | 20 | 0.9091 + 2 || 0 | 1 | 21 | 0.9545 ||======================== -Precision ||1.0000 |0.9048 |0.9524 | -Accuracy(micro-avg): 0.957746 -Accuracy(macro-avg): 0.953030 -Log-loss: 0.160970 -Log-loss reduction: 0.851729 +Precision ||1.0000 |0.9500 |0.9545 | +Accuracy(micro-avg): 0.971831 +Accuracy(macro-avg): 0.968182 +Log-loss: 0.156315 +Log-loss reduction: 0.856017 OVERALL RESULTS --------------------------------------- -Accuracy(micro-avg): 0.947228 (0.0105) -Accuracy(macro-avg): 0.947944 (0.0051) -Log-loss: 0.223355 (0.0624) -Log-loss reduction: 0.794491 (0.0572) +Accuracy(micro-avg): 0.954270 (0.0176) +Accuracy(macro-avg): 0.955519 (0.0127) +Log-loss: 0.221597 (0.0653) +Log-loss reduction: 0.796112 (0.0599) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-rp.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-rp.txt index d312b399b4..f43861aacf 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-rp.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404-rp.txt @@ -1,4 +1,4 @@ LightGBMMC Accuracy(micro-avg) Accuracy(macro-avg) Log-loss Log-loss reduction /iter /lr /nl /mil /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.947228 0.947944 0.223355 0.794491 10 0.2 20 10 1 LightGBMMC %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:U4[0-2]:0 col=Features:1-4} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 +0.95427 0.955519 0.221597 0.796112 10 0.2 20 10 1 LightGBMMC %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:U4[0-2]:0 col=Features:1-4} data=%Data% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404.txt index a27f33b9a0..83abc60ba3 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-CV-iris.keyU404.txt @@ -1,151 +1,151 @@ Instance Label Assigned Log-loss #1 Score #2 Score #3 Score #1 Class #2 Class #3 Class -5 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -6 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -8 0 0 0.10661010609724078 0.8988761 0.06135031 0.0397736244 0 1 2 -9 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -10 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -11 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -18 0 0 0.20871018055857202 0.8116304 0.150229976 0.0381395929 0 1 2 -20 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -21 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -25 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -28 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -31 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -32 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -35 0 0 0.091914338968542939 0.9121833 0.0474542454 0.0403624475 0 1 2 -37 0 0 0.10718246050682641 0.898361742 0.06166233 0.0399759077 0 1 2 -40 0 0 0.077036827737413466 0.925855756 0.0399397165 0.0342044979 0 2 1 -41 0 0 0.12022446935179025 0.8867214 0.0605207235 0.0527579151 0 1 2 -44 0 0 0.18795057786518246 0.82865566 0.13240473 0.03893963 0 1 2 -45 0 0 0.10661010609724078 0.8988761 0.06135031 0.0397736244 0 1 2 -46 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -48 0 0 0.077352973171323419 0.9255631 0.0400973819 0.0343395248 0 2 1 -50 1 1 0.4718017766214076 0.623877168 0.288581163 0.08754168 1 2 0 -51 1 1 0.16129621134678201 0.851039946 0.09795632 0.0510037169 1 0 2 -52 1 2 1.7576448804634039 0.735976 0.172450528 0.0915734842 2 1 0 -54 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -56 1 1 0.58884998083853646 0.554965138 0.35958758 0.085447304 1 2 0 -60 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -63 1 1 0.40334659068829443 0.6680805 0.285767019 0.0461524948 1 2 0 -64 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -66 1 1 0.10523849252688122 0.9001098 0.0527786054 0.047111582 1 0 2 -68 1 1 0.11845279887246257 0.888293743 0.06337312 0.04833313 1 2 0 -69 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -70 1 1 0.58884998083853646 0.554965138 0.35958758 0.085447304 1 2 0 -71 1 1 0.11296366633272885 0.8931831 0.0539531074 0.0528637879 1 2 0 -72 1 2 1.5315509875875275 0.7353038 0.216200083 0.048496116 2 1 0 -73 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -74 1 1 0.10601819760601948 0.8994083 0.05323223 0.04735948 1 0 2 -76 1 1 0.43228345578320954 0.6490254 0.306138515 0.0448361263 1 2 0 -77 1 2 2.1977178827233494 0.8378547 0.111056313 0.05108899 2 1 0 -79 1 1 0.52084859644468928 0.594016254 0.3608323 0.045151446 1 0 2 -82 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -88 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -90 1 1 0.1129939635005666 0.893156052 0.05824627 0.0485976934 1 2 0 -91 1 1 0.40334659068829443 0.6680805 0.285767019 0.0461524948 1 2 0 -92 1 1 0.10833785101543712 0.8973244 0.0535823964 0.04909323 1 2 0 -93 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -95 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -96 1 1 0.10185868247537189 0.9031572 0.0534541123 0.0433886945 1 0 2 -97 1 1 0.10601819760601948 0.8994083 0.05323223 0.04735948 1 0 2 -98 1 1 0.53794831506140339 0.5839451 0.3697834 0.04627151 1 0 2 -99 1 1 0.10825296364989409 0.897400558 0.0531134 0.04948606 1 0 2 -100 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -102 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -104 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -105 2 2 0.09360815216965325 0.9106395 0.0490188077 0.0403416753 2 0 1 -106 2 1 2.6016715940237773 0.8748904 0.07414953 0.0509601049 1 2 0 -108 2 2 0.16088853658016677 0.851386964 0.09868193 0.04993112 2 1 0 -109 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -111 2 2 0.12042729005263374 0.886541545 0.06509956 0.0483589172 2 1 0 -112 2 2 0.10352719537737497 0.9016515 0.0498134866 0.0485349931 2 1 0 -113 2 2 0.13625251837638269 0.872622252 0.0777320862 0.0496456921 2 1 0 -115 2 2 0.14817072903452888 0.8622839 0.0871827 0.0505334176 2 0 1 -117 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -120 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -121 2 2 0.13625251837638269 0.872622252 0.0777320862 0.0496456921 2 1 0 -122 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -123 2 2 0.21410877198720812 0.8072606 0.142007053 0.050732363 2 1 0 -125 2 2 0.18232859016677222 0.8333275 0.0897813961 0.0768911242 2 0 1 -128 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -129 2 2 0.13494969421225142 0.873759866 0.07612156 0.0501186028 2 1 0 -131 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -132 2 2 0.10761945858193075 0.897969246 0.0530484878 0.0489822738 2 1 0 -133 2 2 0.31946514465077724 0.7265375 0.22336027 0.0501022264 2 1 0 -137 2 2 0.19509988206139145 0.8227525 0.08864207 0.08860543 2 0 1 -138 2 1 0.96751745636348951 0.571897149 0.3800253 0.0480775572 1 2 0 -141 2 2 0.15850114560830628 0.853422 0.08952415 0.05705389 2 0 1 -144 2 2 0.13813397824344545 0.870982 0.08806214 0.04095585 2 0 1 -145 2 2 0.11573805867711409 0.8907085 0.05954661 0.04974486 2 1 0 -147 2 2 0.11573805867711409 0.8907085 0.05954661 0.04974486 2 1 0 -0 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -1 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -2 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -3 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -4 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -7 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -12 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -13 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -14 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -15 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -16 0 0 0.097859552345142847 0.906776249 0.0505770147 0.04264675 0 1 2 -17 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -19 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -22 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -23 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -24 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -26 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -27 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -29 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -30 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -33 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -34 0 0 0.10497272356713119 0.9003491 0.0541080274 0.0455429144 0 1 2 -36 0 0 0.12145176975637179 0.885633767 0.07271381 0.0416524 0 1 2 -38 0 0 0.10704420050868005 0.898485959 0.05399606 0.0475179851 0 1 2 -39 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -42 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -43 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -47 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -49 0 0 0.10107568410061668 0.9038646 0.0504146144 0.0457207449 0 1 2 -53 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -55 1 1 0.092892934581938133 0.911291063 0.05356518 0.035143774 1 2 0 -57 1 1 0.097438230233297438 0.9071584 0.0560606159 0.036781013 1 2 0 -58 1 1 0.10073777708552108 0.9041701 0.06115444 0.0346754827 1 2 0 -59 1 1 0.12054139057437575 0.8864404 0.07761862 0.0359409936 1 2 0 -61 1 1 0.18697080511735736 0.829467952 0.133391976 0.0371401 1 2 0 -62 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -65 1 1 0.099831826860305617 0.9049896 0.06030351 0.0347069129 1 2 0 -67 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -75 1 1 0.12559806134822368 0.8819693 0.08420664 0.03382407 1 2 0 -78 1 1 0.18500488315787203 0.8311002 0.132115185 0.0367846042 1 2 0 -80 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -81 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -83 1 2 1.0043852293668838 0.6034677 0.366269737 0.0302625634 2 1 0 -84 1 1 0.20077823464619507 0.818093836 0.1422889 0.0396172553 1 2 0 -85 1 1 0.34652926989177313 0.7071381 0.2603224 0.0325394757 1 2 0 -86 1 1 0.17271648258942382 0.8413761 0.121384442 0.03723942 1 2 0 -87 1 1 0.10970840394213197 0.8960954 0.0690198541 0.0348847173 1 2 0 -89 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -94 1 1 0.094191382978362242 0.910108566 0.0542792119 0.0356122442 1 2 0 -101 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -103 2 2 0.10737741038979709 0.8981866 0.0664602146 0.03535317 2 1 0 -107 2 2 0.10254983204222122 0.9025332 0.06078896 0.03667784 2 1 0 -110 2 2 0.22186873543222146 0.8010205 0.167042211 0.03193731 2 1 0 -114 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -116 2 2 0.10737741038979709 0.8981866 0.0664602146 0.03535317 2 1 0 -118 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -119 2 1 0.90674956791950001 0.558204055 0.40383473 0.03796125 1 2 0 -124 2 2 0.11442077120766009 0.8918826 0.07259029 0.0355271064 2 1 0 -126 2 2 0.40083567848156304 0.6697601 0.293806285 0.0364336222 2 1 0 -127 2 2 0.36452230942262392 0.694528341 0.2717706 0.0337010734 2 1 0 -130 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -134 2 1 0.87385387392584235 0.537953556 0.41734007 0.04470639 1 2 0 -135 2 2 0.085412022670855015 0.9181339 0.0462341458 0.0356319249 2 1 0 -136 2 2 0.12080648753504018 0.886205435 0.0794470161 0.0343475267 2 1 0 -139 2 2 0.11557084397877333 0.890857458 0.07233209 0.0368104242 2 1 0 -140 2 2 0.10625640378340648 0.899194062 0.0649875849 0.03581835 2 1 0 -142 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -143 2 2 0.11442077120766009 0.8918826 0.07259029 0.0355271064 2 1 0 -146 2 2 0.16029335824881216 0.851893842 0.115021013 0.0330851451 2 1 0 -148 2 2 0.1306706508046877 0.877506733 0.08750639 0.034986876 2 1 0 -149 2 2 0.19668370574494914 0.8214504 0.145130783 0.03341879 2 1 0 +5 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +6 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +8 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +9 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +10 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +11 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +18 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +20 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +21 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +25 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +28 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +31 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +32 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +35 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +37 0 0 0.092829426582508701 0.91134894 0.04807182 0.040579233 0 1 2 +40 0 0 0.077351492012643894 0.92556447 0.03995449 0.03448107 0 2 1 +41 0 0 0.12942106845925336 0.87860394 0.06721822 0.054177858 0 1 2 +44 0 0 0.187854628744899 0.8287352 0.1325449 0.038719907 0 1 2 +45 0 0 0.092330071166923863 0.91180414 0.047824997 0.04037088 0 1 2 +46 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +48 0 0 0.077669347422025997 0.9252703 0.040112354 0.034617305 0 2 1 +50 1 1 0.43325813917787931 0.6483931 0.2726426 0.07896428 1 2 0 +51 1 1 0.14903266385898667 0.861541 0.08955212 0.04890688 1 0 2 +52 1 2 1.6632574880316828 0.7476909 0.18952061 0.06278846 2 1 0 +54 1 1 0.42655858257535945 0.6527516 0.30268613 0.044562235 1 2 0 +56 1 1 0.65364640147812469 0.52014565 0.3747171 0.10513727 1 2 0 +60 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +63 1 1 0.40935593999659681 0.6640778 0.28900155 0.046920635 1 2 0 +64 1 1 0.11036965812543095 0.89550304 0.057777938 0.04671904 1 0 2 +66 1 1 0.10443186951683082 0.90083617 0.052489508 0.046674293 1 0 2 +68 1 1 0.12110159310670919 0.88594395 0.06556898 0.048487063 1 2 0 +69 1 1 0.11064778430237847 0.895254 0.05548027 0.049265705 1 2 0 +70 1 1 0.63333575640763584 0.53081816 0.38240564 0.08677621 1 2 0 +71 1 1 0.12232161843338632 0.88486373 0.058044784 0.05709149 1 2 0 +72 1 2 1.6067569757624376 0.75020665 0.2005369 0.049256474 2 1 0 +73 1 1 0.43862716564341359 0.6449212 0.3095117 0.045567114 1 2 0 +74 1 1 0.10513923471894648 0.9001992 0.052908987 0.046891823 1 0 2 +76 1 1 0.42655858257535945 0.6527516 0.30268613 0.044562235 1 2 0 +77 1 2 2.2216296725665048 0.84009814 0.108432256 0.051469624 2 1 0 +79 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +82 1 1 0.10084510375947357 0.90407306 0.049751017 0.04617592 1 0 2 +88 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +90 1 1 0.11546593922657214 0.8909509 0.060288023 0.04876109 1 2 0 +91 1 1 0.40935593999659681 0.6640778 0.28900155 0.046920635 1 2 0 +92 1 1 0.11064778430237847 0.895254 0.05548027 0.049265705 1 2 0 +93 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +95 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +96 1 1 0.1010209518983447 0.9039141 0.05312733 0.042958573 1 0 2 +97 1 1 0.10513923471894648 0.9001992 0.052908987 0.046891823 1 0 2 +98 1 1 0.52510410215935099 0.5914938 0.3617178 0.04678841 1 0 2 +99 1 1 0.10735192805532454 0.8982095 0.052792046 0.04899842 1 0 2 +100 2 2 0.15142388234149376 0.8594833 0.102503054 0.038013652 2 0 1 +102 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +104 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +105 2 2 0.098659376180609146 0.9060513 0.048989393 0.04495932 2 0 1 +106 2 1 2.6388769524267892 0.87924665 0.07144146 0.049311895 1 2 0 +108 2 2 0.20996021806043486 0.8106165 0.14162178 0.047761712 2 1 0 +109 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +111 2 2 0.13668812724914112 0.8722422 0.07996642 0.047791354 2 1 0 +112 2 2 0.10315693768053258 0.9019854 0.04924505 0.048769556 2 1 0 +113 2 2 0.15593091577799928 0.8556183 0.09548374 0.04889797 2 1 0 +115 2 2 0.13552929120046142 0.8732536 0.084229246 0.042517163 2 0 1 +117 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +120 2 2 0.13634364167603819 0.87254274 0.084160686 0.043296587 2 0 1 +121 2 2 0.12789040936295828 0.8799498 0.06976166 0.050288502 2 1 0 +122 2 2 0.11409355752013907 0.8921745 0.058942072 0.048883468 2 1 0 +123 2 2 0.24341714383908797 0.7839444 0.16655193 0.049503613 2 1 0 +125 2 2 0.18050376627400563 0.83484954 0.08582161 0.07932883 2 0 1 +128 2 2 0.1077534830408981 0.8978489 0.052956693 0.04919438 2 1 0 +129 2 2 0.14206129686029609 0.8675681 0.0824378 0.0499941 2 1 0 +131 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +132 2 2 0.1077534830408981 0.8978489 0.052956693 0.04919438 2 1 0 +133 2 2 0.31552404037150367 0.72940654 0.22005326 0.0505402 2 1 0 +137 2 2 0.15358680008381742 0.8576263 0.080018096 0.062355608 2 1 0 +138 2 1 0.92239486909494561 0.551862 0.39756578 0.050572235 1 2 0 +141 2 2 0.1286479215784819 0.8792835 0.06223792 0.05847859 2 0 1 +144 2 2 0.15604809523380203 0.85551804 0.10203016 0.042451803 2 0 1 +145 2 2 0.11565387907553501 0.8907835 0.059243422 0.04997307 2 1 0 +147 2 2 0.11565387907553501 0.8907835 0.059243422 0.04997307 2 1 0 +0 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +1 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +2 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +3 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +4 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +7 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +12 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +13 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +14 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +15 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +16 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +17 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +19 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +22 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +23 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +24 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +26 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +27 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +29 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +30 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +33 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +34 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +36 0 0 0.16466240626403505 0.84818 0.1101121 0.041707877 0 1 2 +38 0 0 0.097962560434524254 0.90668285 0.046867944 0.04644923 0 2 1 +39 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +42 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +43 0 0 0.11163809664874733 0.8943679 0.06165305 0.04397909 0 1 2 +47 0 0 0.095676660543480382 0.9087578 0.046555527 0.04468669 0 1 2 +49 0 0 0.10628152677420241 0.8991715 0.05661323 0.0442153 0 1 2 +53 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +55 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +57 1 1 0.10195141097388576 0.90307343 0.058594998 0.038331583 1 2 0 +58 1 1 0.096888432360480545 0.90765727 0.05641373 0.035928994 1 2 0 +59 1 1 0.098870305352020446 0.9058602 0.0569103 0.03722949 1 2 0 +61 1 1 0.13449111313207365 0.87416065 0.089486726 0.03635265 1 2 0 +62 1 1 0.093336229392213574 0.9108872 0.05387135 0.035241477 1 2 0 +65 1 1 0.092126072178171647 0.91199017 0.052725676 0.03528415 1 2 0 +67 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +75 1 1 0.094798020979133757 0.9095566 0.055253398 0.035189997 1 2 0 +78 1 1 0.13689909955237675 0.8720582 0.0909818 0.036960002 1 2 0 +80 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +81 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +83 1 2 1.0178664475927353 0.60700065 0.3613651 0.031634245 2 1 0 +84 1 1 0.15261379338637643 0.8584612 0.10065088 0.040887922 1 2 0 +85 1 1 0.46926194574279267 0.6254637 0.34268466 0.03185165 1 2 0 +86 1 1 0.15418342318151268 0.8571148 0.10488772 0.0379975 1 2 0 +87 1 1 0.10314524130457524 0.90199596 0.06310653 0.034897484 1 2 0 +89 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +94 1 1 0.092493248021904312 0.91165537 0.053406943 0.03493767 1 2 0 +101 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +103 2 2 0.11697232397046874 0.8896098 0.07490962 0.03548057 2 1 0 +107 2 2 0.1092142459651821 0.8965383 0.067328244 0.03613345 2 1 0 +110 2 2 0.16693193511356105 0.8462572 0.11919398 0.034548815 2 1 0 +114 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +116 2 2 0.11697232397046874 0.8896098 0.07490962 0.03548057 2 1 0 +118 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +119 2 1 0.87457130348298628 0.5472546 0.41704077 0.035704598 1 2 0 +124 2 2 0.098023897029958132 0.90662724 0.057349768 0.036022983 2 1 0 +126 2 2 0.45878171681072505 0.6320532 0.33475876 0.03318803 2 1 0 +127 2 2 0.33688059988592473 0.7139941 0.25237766 0.033628266 2 1 0 +130 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +134 2 2 0.68085495744453928 0.50618404 0.45038828 0.04342765 2 1 0 +135 2 2 0.084752335254387814 0.9187398 0.04580209 0.035458114 2 1 0 +136 2 2 0.1047820146393796 0.9005208 0.06403165 0.03544755 2 1 0 +139 2 2 0.1118699128732419 0.89416057 0.07003917 0.035800267 2 1 0 +140 2 2 0.10506666820004708 0.9002645 0.06419663 0.03553888 2 1 0 +142 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +143 2 2 0.098023897029958132 0.90662724 0.057349768 0.036022983 2 1 0 +146 2 2 0.14073915504543735 0.8687159 0.09706611 0.034217983 2 1 0 +148 2 2 0.11152940547661261 0.8944651 0.06983765 0.035697263 2 1 0 +149 2 2 0.18840412318500444 0.8282799 0.13730933 0.03441076 2 1 0 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-out.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-out.txt index 880c8fa977..dc18d5af89 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-out.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-out.txt @@ -11,20 +11,20 @@ PREDICTED || 0 | 1 | 2 | Recall TRUTH ||======================== 0 || 50 | 0 | 0 | 1.0000 1 || 0 | 47 | 3 | 0.9400 - 2 || 0 | 1 | 49 | 0.9800 + 2 || 0 | 0 | 50 | 1.0000 ||======================== -Precision ||1.0000 |0.9792 |0.9423 | -Accuracy(micro-avg): 0.973333 -Accuracy(macro-avg): 0.973333 -Log-loss: 0.161048 -Log-loss reduction: 0.853408 +Precision ||1.0000 |1.0000 |0.9434 | +Accuracy(micro-avg): 0.980000 +Accuracy(macro-avg): 0.980000 +Log-loss: 0.150322 +Log-loss reduction: 0.863171 OVERALL RESULTS --------------------------------------- -Accuracy(micro-avg): 0.973333 (0.0000) -Accuracy(macro-avg): 0.973333 (0.0000) -Log-loss: 0.161048 (0.0000) -Log-loss reduction: 0.853408 (0.0000) +Accuracy(micro-avg): 0.980000 (0.0000) +Accuracy(macro-avg): 0.980000 (0.0000) +Log-loss: 0.150322 (0.0000) +Log-loss reduction: 0.863171 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-rp.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-rp.txt index 4593654df8..6d4effe60a 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-rp.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key-rp.txt @@ -1,4 +1,4 @@ LightGBMMC Accuracy(micro-avg) Accuracy(macro-avg) Log-loss Log-loss reduction /iter /lr /nl /mil /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.973333 0.973333 0.161048 0.853408 10 0.2 20 10 1 LightGBMMC %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:TX:0 col=Features:1-*} data=%Data% out=%Output% seed=1 xf=Term{col=Label} /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 +0.98 0.98 0.150322 0.863171 10 0.2 20 10 1 LightGBMMC %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:TX:0 col=Features:1-*} data=%Data% out=%Output% seed=1 xf=Term{col=Label} /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key.txt index 54403f7255..9a4e33ec83 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.key.txt @@ -1,151 +1,151 @@ Instance Label Assigned Log-loss #1 Score #2 Score #3 Score #1 Class #2 Class #3 Class -0 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -1 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -2 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -3 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -4 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -5 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -6 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -7 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -8 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -9 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -10 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -11 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -12 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -13 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -14 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -15 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -16 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -17 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -18 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -19 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -20 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -21 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -22 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -23 0 0 0.26803086332452264 0.7648842 0.1950014 0.0401144065 0 1 2 -24 0 0 0.26773579970859124 0.7651099 0.198683545 0.03620659 0 1 2 -25 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -26 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -27 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -28 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -29 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -30 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -31 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -32 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -33 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -34 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -35 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -36 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -37 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -38 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -39 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -40 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -41 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -42 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -43 0 0 0.26803086332452264 0.7648842 0.1950014 0.0401144065 0 1 2 -44 0 0 0.27430040429298896 0.7601037 0.202918053 0.0369782522 0 1 2 -45 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -46 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -47 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -48 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -49 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -50 1 1 0.16226361579487453 0.850217044 0.1066655 0.0431174561 1 2 0 -51 1 1 0.11859861813286839 0.8881642 0.06907456 0.04276123 1 2 0 -52 1 1 0.44628088513823999 0.640004 0.318784863 0.0412111841 1 2 0 -53 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -54 1 1 0.14505318642819881 0.8649763 0.0942669138 0.04075681 1 2 0 -55 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -56 1 1 0.26745188220757893 0.765327156 0.166859791 0.0678130761 1 2 0 -57 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -58 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -59 1 1 0.090443051669780061 0.913526356 0.04360172 0.04287191 1 2 0 -60 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -61 1 1 0.149821531441022 0.8608616 0.09713958 0.041998826 1 2 0 -62 1 1 0.10554990416988816 0.899829566 0.05705178 0.04311863 1 0 2 -63 1 1 0.17448193140353691 0.839892 0.116286911 0.04382106 1 2 0 -64 1 1 0.092242871376984795 0.911883652 0.0444300249 0.04368635 1 2 0 -65 1 1 0.086593083229173501 0.9170502 0.042689614 0.04026018 1 0 2 -66 1 1 0.149821531441022 0.8608616 0.09713958 0.041998826 1 2 0 -67 1 1 0.10381023555070451 0.901396334 0.056159433 0.04244421 1 0 2 -68 1 1 0.14740954711780246 0.8629405 0.095688194 0.041371312 1 2 0 -69 1 1 0.088316768409567634 0.915470839 0.04262129 0.0419078842 1 2 0 -70 1 2 0.8298222559151317 0.520227849 0.4361268 0.043645367 2 1 0 -71 1 1 0.089474736585491335 0.914411366 0.0431554839 0.0424331427 1 2 0 -72 1 1 0.53113649787348372 0.5879364 0.374205142 0.0378584452 1 2 0 -73 1 1 0.17448193140353691 0.839892 0.116286911 0.04382106 1 2 0 -74 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -75 1 1 0.089744241991898968 0.91416496 0.0432797261 0.0425553024 1 2 0 -76 1 1 0.22296652628792027 0.800141633 0.159280419 0.0405779555 1 2 0 -77 1 2 1.6476297351777123 0.7641591 0.192505658 0.0433352627 2 1 0 -78 1 1 0.14971504851384559 0.8609533 0.0970756 0.04197116 1 2 0 -79 1 1 0.10594682633558951 0.8994725 0.0572551861 0.0432723574 1 0 2 -80 1 1 0.094230482345085187 0.910073 0.045342993 0.0445840359 1 2 0 -81 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -82 1 1 0.088316768409567634 0.915470839 0.04262129 0.0419078842 1 2 0 -83 1 2 0.81927116282435597 0.5174811 0.440752774 0.0417661443 2 1 0 -84 1 1 0.15456590243698909 0.856787 0.0999842361 0.0432287268 1 2 0 -85 1 1 0.15130481652330141 0.859585643 0.07079712 0.06961724 1 0 2 -86 1 1 0.2405611408163309 0.7861866 0.171407655 0.0424057953 1 2 0 -87 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -88 1 1 0.090593587299913209 0.913388848 0.0436710529 0.04294008 1 2 0 -89 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -90 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -91 1 1 0.091075492827494914 0.9129488 0.0438929424 0.0431582555 1 2 0 -92 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -93 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -94 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -95 1 1 0.090593587299913209 0.913388848 0.0436710529 0.04294008 1 2 0 -96 1 1 0.089079541202048348 0.9147728 0.0429732352 0.042253945 1 2 0 -97 1 1 0.089474736585491335 0.914411366 0.0431554839 0.0424331427 1 2 0 -98 1 1 0.4757010574476026 0.621449232 0.3423443 0.03620646 1 0 2 -99 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -100 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -101 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -102 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -103 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -104 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -105 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -106 2 2 0.46106665155479759 0.630610645 0.3245197 0.0448696874 2 1 0 -107 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -108 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -109 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -110 2 2 0.15856889458231938 0.85336417 0.103778325 0.04285749 2 1 0 -111 2 2 0.088515823941541519 0.9152886 0.0427852757 0.04192607 2 1 0 -112 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -113 2 2 0.19440305511589084 0.823326 0.13408643 0.04258757 2 1 0 -114 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -115 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -116 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -117 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -118 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -119 2 1 0.77523883920451497 0.4975572 0.46059376 0.0418490656 1 2 0 -120 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -121 2 2 0.26630433744227577 0.7662059 0.192651168 0.0411429256 2 1 0 -122 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -123 2 2 0.29218383729139191 0.746631265 0.212584108 0.0407846123 2 1 0 -124 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -125 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -126 2 2 0.42177638215720364 0.6558807 0.303334832 0.04078448 2 1 0 -127 2 2 0.36644851240533199 0.6931918 0.2653951 0.0414130874 2 1 0 -128 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -129 2 2 0.40192814264070004 0.6690288 0.286930382 0.04404084 2 1 0 -130 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -131 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -132 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -133 2 2 0.65878229820444534 0.5174811 0.440752774 0.0417661443 2 1 0 -134 2 2 0.40192814264070004 0.6690288 0.286930382 0.04404084 2 1 0 -135 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -136 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -137 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -138 2 2 0.52918725078903661 0.589083552 0.3693946 0.0415218174 2 1 0 -139 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -140 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -141 2 2 0.15856889458231938 0.85336417 0.103778325 0.04285749 2 1 0 -142 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -143 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -144 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -145 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -146 2 2 0.19440305511589084 0.823326 0.13408643 0.04258757 2 1 0 -147 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -148 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -149 2 2 0.17382435423273696 0.8404445 0.116808631 0.042746868 2 1 0 +0 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +1 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +2 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +3 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +4 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +5 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +6 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +7 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +8 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +9 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +10 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +11 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +12 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +13 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +14 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +15 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +16 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +17 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +18 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +19 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +20 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +21 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +22 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +23 0 0 0.26394869586752473 0.76801294 0.19272538 0.039261684 0 1 2 +24 0 0 0.27097402726078706 0.7626363 0.19781052 0.039553165 0 1 2 +25 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +26 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +27 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +28 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +29 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +30 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +31 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +32 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +33 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +34 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +35 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +36 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +37 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +38 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +39 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +40 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +41 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +42 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +43 0 0 0.26394869586752473 0.76801294 0.19272538 0.039261684 0 1 2 +44 0 0 0.27861019383783669 0.75683486 0.20264523 0.04051989 0 1 2 +45 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +46 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +47 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +48 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +49 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +50 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +51 1 1 0.10180205962078881 0.9032083 0.0540665 0.042725198 1 2 0 +52 1 1 0.25266807998223784 0.77672565 0.17633069 0.046943676 1 2 0 +53 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +54 1 1 0.10001579702590922 0.9048231 0.05316449 0.0420124 1 2 0 +55 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +56 1 1 0.13992478360166899 0.8694236 0.07171294 0.0588634 1 2 0 +57 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +58 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +59 1 1 0.089875761443746982 0.91404474 0.04308343 0.042871825 1 2 0 +60 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +61 1 1 0.10528166844405003 0.90007097 0.055818975 0.044110067 1 2 0 +62 1 1 0.1109883911885607 0.89494914 0.06179421 0.043256667 1 0 2 +63 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +64 1 1 0.089239777233518683 0.91462624 0.042791974 0.0425818 1 2 0 +65 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +66 1 1 0.10224793587847326 0.9028057 0.054291397 0.042902924 1 2 0 +67 1 1 0.1109883911885607 0.89494914 0.06179421 0.043256667 1 0 2 +68 1 1 0.10001579702590922 0.9048231 0.05316449 0.0420124 1 2 0 +69 1 1 0.088617678601672398 0.9151954 0.04250669 0.04229792 1 2 0 +70 1 2 1.2393031417803488 0.66911215 0.28958595 0.04130188 2 1 0 +71 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +72 1 1 0.25266807998223784 0.77672565 0.17633069 0.046943676 1 2 0 +73 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +74 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +75 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +76 1 1 0.16627740188446219 0.8468113 0.11062403 0.04256465 1 2 0 +77 1 2 1.6798938129372096 0.76952 0.18639377 0.04408622 2 1 0 +78 1 1 0.10287084525249167 0.9022435 0.05460544 0.043151088 1 2 0 +79 1 1 0.11154013412260062 0.8944555 0.062084563 0.04345992 1 0 2 +80 1 1 0.091136865476427562 0.91289276 0.04366085 0.04344641 1 2 0 +81 1 1 0.1133142753919056 0.89287 0.06301723 0.044112794 1 0 2 +82 1 1 0.089818378494839757 0.9140972 0.043057136 0.04284566 1 2 0 +83 1 2 1.0267935520607234 0.6057481 0.35815352 0.03609833 2 1 0 +84 1 1 0.1029366458703013 0.9021841 0.05463858 0.043177277 1 2 0 +85 1 1 0.13622499175624384 0.8726463 0.07047149 0.056882218 1 0 2 +86 1 1 0.12034795852958623 0.8866119 0.069221534 0.044166584 1 2 0 +87 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +88 1 1 0.089359759286537305 0.9145165 0.04284697 0.042636525 1 2 0 +89 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +90 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +91 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +92 1 1 0.089818378494839757 0.9140972 0.043057136 0.04284566 1 2 0 +93 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +94 1 1 0.087986138601694672 0.9157736 0.0422169 0.04200955 1 2 0 +95 1 1 0.090315176175450207 0.9136432 0.043284703 0.043072112 1 2 0 +96 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +97 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +98 1 1 0.45798488933515197 0.63255703 0.33190355 0.03553942 1 0 2 +99 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +100 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +101 2 2 0.13705262406116403 0.87192434 0.087487794 0.040587872 2 1 0 +102 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +103 2 2 0.10080317378608307 0.90411097 0.05349878 0.04239028 2 1 0 +104 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +105 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +106 2 2 0.41092007535388625 0.6630399 0.2931801 0.043779947 2 1 0 +107 2 2 0.10080317378608307 0.90411097 0.05349878 0.04239028 2 1 0 +108 2 2 0.11148316033242781 0.89450645 0.063553594 0.041939963 2 1 0 +109 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +110 2 2 0.11181838610612485 0.89420664 0.06348132 0.042312045 2 1 0 +111 2 2 0.094456659935937548 0.90986717 0.048233442 0.04189937 2 1 0 +112 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +113 2 2 0.20421384502606013 0.815288 0.14185393 0.042858053 2 1 0 +114 2 2 0.12268185858345594 0.884545 0.07427963 0.04117536 2 1 0 +115 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +116 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +117 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +118 2 2 0.094456659935937548 0.90986717 0.048233442 0.04189937 2 1 0 +119 2 2 0.586701448070028 0.5561588 0.4081731 0.035668075 2 1 0 +120 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +121 2 2 0.24245709608898466 0.7846974 0.17405264 0.041249964 2 1 0 +122 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +123 2 2 0.2981622063938697 0.74218094 0.21704708 0.04077197 2 1 0 +124 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +125 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +126 2 2 0.38525820463245664 0.68027496 0.27981654 0.03990853 2 1 0 +127 2 2 0.30915486162123379 0.7340671 0.22387779 0.042055108 2 1 0 +128 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +129 2 2 0.31814329871302516 0.72749853 0.23067957 0.0418219 2 1 0 +130 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +131 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +132 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +133 2 2 0.42016315857078423 0.6569396 0.30391142 0.039148983 2 1 0 +134 2 2 0.39168062709838553 0.67591995 0.28522328 0.03885679 2 1 0 +135 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +136 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +137 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +138 2 2 0.40180360076400118 0.66911215 0.28958595 0.04130188 2 1 0 +139 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +140 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +141 2 2 0.11181838610612485 0.89420664 0.06348132 0.042312045 2 1 0 +142 2 2 0.13705262406116403 0.87192434 0.087487794 0.040587872 2 1 0 +143 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +144 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +145 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +146 2 2 0.20421384502606013 0.815288 0.14185393 0.042858053 2 1 0 +147 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +148 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +149 2 2 0.15053653457845295 0.8602463 0.09807305 0.041680664 2 1 0 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-out.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-out.txt index 7085992a17..328c39fc26 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-out.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-out.txt @@ -11,20 +11,20 @@ PREDICTED || 0 | 1 | 2 | Recall TRUTH ||======================== 0 || 50 | 0 | 0 | 1.0000 1 || 0 | 47 | 3 | 0.9400 - 2 || 0 | 1 | 49 | 0.9800 + 2 || 0 | 0 | 50 | 1.0000 ||======================== -Precision ||1.0000 |0.9792 |0.9423 | -Accuracy(micro-avg): 0.973333 -Accuracy(macro-avg): 0.973333 -Log-loss: 0.161048 -Log-loss reduction: 0.853408 +Precision ||1.0000 |1.0000 |0.9434 | +Accuracy(micro-avg): 0.980000 +Accuracy(macro-avg): 0.980000 +Log-loss: 0.150322 +Log-loss reduction: 0.863171 OVERALL RESULTS --------------------------------------- -Accuracy(micro-avg): 0.973333 (0.0000) -Accuracy(macro-avg): 0.973333 (0.0000) -Log-loss: 0.161048 (0.0000) -Log-loss reduction: 0.853408 (0.0000) +Accuracy(micro-avg): 0.980000 (0.0000) +Accuracy(macro-avg): 0.980000 (0.0000) +Log-loss: 0.150322 (0.0000) +Log-loss reduction: 0.863171 (0.0000) --------------------------------------- Physical memory usage(MB): %Number% diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-rp.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-rp.txt index 8951e84b2e..0406c2bc56 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-rp.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404-rp.txt @@ -1,4 +1,4 @@ LightGBMMC Accuracy(micro-avg) Accuracy(macro-avg) Log-loss Log-loss reduction /iter /lr /nl /mil /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -0.973333 0.973333 0.161048 0.853408 10 0.2 20 10 1 LightGBMMC %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:U4[0-2]:0 col=Features:1-4} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 +0.98 0.98 0.150322 0.863171 10 0.2 20 10 1 LightGBMMC %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMMC{nt=1 iter=10 v=- lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:U4[0-2]:0 col=Features:1-4} data=%Data% out=%Output% seed=1 /iter:10;/lr:0.2;/nl:20;/mil:10;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404.txt b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404.txt index 54403f7255..9a4e33ec83 100644 --- a/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404.txt +++ b/test/BaselineOutput/Common/LightGBMMC/LightGBMMC-TrainTest-iris.keyU404.txt @@ -1,151 +1,151 @@ Instance Label Assigned Log-loss #1 Score #2 Score #3 Score #1 Class #2 Class #3 Class -0 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -1 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -2 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -3 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -4 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -5 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -6 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -7 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -8 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -9 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -10 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -11 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -12 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -13 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -14 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -15 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -16 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -17 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -18 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -19 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -20 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -21 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -22 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -23 0 0 0.26803086332452264 0.7648842 0.1950014 0.0401144065 0 1 2 -24 0 0 0.26773579970859124 0.7651099 0.198683545 0.03620659 0 1 2 -25 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -26 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -27 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -28 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -29 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -30 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -31 0 0 0.089406752378789506 0.914473534 0.0437048338 0.04182165 0 2 1 -32 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -33 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -34 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -35 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -36 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -37 0 0 0.097772526338575305 0.906855166 0.0496024638 0.0435423441 0 1 2 -38 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -39 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -40 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -41 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -42 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -43 0 0 0.26803086332452264 0.7648842 0.1950014 0.0401144065 0 1 2 -44 0 0 0.27430040429298896 0.7601037 0.202918053 0.0369782522 0 1 2 -45 0 0 0.098803192679951593 0.905921 0.0502155572 0.04386345 0 1 2 -46 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -47 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -48 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -49 0 0 0.088196065119397052 0.915581346 0.04313873 0.0412799381 0 2 1 -50 1 1 0.16226361579487453 0.850217044 0.1066655 0.0431174561 1 2 0 -51 1 1 0.11859861813286839 0.8881642 0.06907456 0.04276123 1 2 0 -52 1 1 0.44628088513823999 0.640004 0.318784863 0.0412111841 1 2 0 -53 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -54 1 1 0.14505318642819881 0.8649763 0.0942669138 0.04075681 1 2 0 -55 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -56 1 1 0.26745188220757893 0.765327156 0.166859791 0.0678130761 1 2 0 -57 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -58 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -59 1 1 0.090443051669780061 0.913526356 0.04360172 0.04287191 1 2 0 -60 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -61 1 1 0.149821531441022 0.8608616 0.09713958 0.041998826 1 2 0 -62 1 1 0.10554990416988816 0.899829566 0.05705178 0.04311863 1 0 2 -63 1 1 0.17448193140353691 0.839892 0.116286911 0.04382106 1 2 0 -64 1 1 0.092242871376984795 0.911883652 0.0444300249 0.04368635 1 2 0 -65 1 1 0.086593083229173501 0.9170502 0.042689614 0.04026018 1 0 2 -66 1 1 0.149821531441022 0.8608616 0.09713958 0.041998826 1 2 0 -67 1 1 0.10381023555070451 0.901396334 0.056159433 0.04244421 1 0 2 -68 1 1 0.14740954711780246 0.8629405 0.095688194 0.041371312 1 2 0 -69 1 1 0.088316768409567634 0.915470839 0.04262129 0.0419078842 1 2 0 -70 1 2 0.8298222559151317 0.520227849 0.4361268 0.043645367 2 1 0 -71 1 1 0.089474736585491335 0.914411366 0.0431554839 0.0424331427 1 2 0 -72 1 1 0.53113649787348372 0.5879364 0.374205142 0.0378584452 1 2 0 -73 1 1 0.17448193140353691 0.839892 0.116286911 0.04382106 1 2 0 -74 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -75 1 1 0.089744241991898968 0.91416496 0.0432797261 0.0425553024 1 2 0 -76 1 1 0.22296652628792027 0.800141633 0.159280419 0.0405779555 1 2 0 -77 1 2 1.6476297351777123 0.7641591 0.192505658 0.0433352627 2 1 0 -78 1 1 0.14971504851384559 0.8609533 0.0970756 0.04197116 1 2 0 -79 1 1 0.10594682633558951 0.8994725 0.0572551861 0.0432723574 1 0 2 -80 1 1 0.094230482345085187 0.910073 0.045342993 0.0445840359 1 2 0 -81 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -82 1 1 0.088316768409567634 0.915470839 0.04262129 0.0419078842 1 2 0 -83 1 2 0.81927116282435597 0.5174811 0.440752774 0.0417661443 2 1 0 -84 1 1 0.15456590243698909 0.856787 0.0999842361 0.0432287268 1 2 0 -85 1 1 0.15130481652330141 0.859585643 0.07079712 0.06961724 1 0 2 -86 1 1 0.2405611408163309 0.7861866 0.171407655 0.0424057953 1 2 0 -87 1 1 0.088383115851089114 0.9154101 0.0426519 0.0419379845 1 2 0 -88 1 1 0.090593587299913209 0.913388848 0.0436710529 0.04294008 1 2 0 -89 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -90 1 1 0.091739300825102413 0.912342966 0.0441984273 0.0434586257 1 2 0 -91 1 1 0.091075492827494914 0.9129488 0.0438929424 0.0431582555 1 2 0 -92 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -93 1 1 0.10952383918836131 0.8962608 0.0590843745 0.0446548238 1 0 2 -94 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -95 1 1 0.090593587299913209 0.913388848 0.0436710529 0.04294008 1 2 0 -96 1 1 0.089079541202048348 0.9147728 0.0429732352 0.042253945 1 2 0 -97 1 1 0.089474736585491335 0.914411366 0.0431554839 0.0424331427 1 2 0 -98 1 1 0.4757010574476026 0.621449232 0.3423443 0.03620646 1 0 2 -99 1 1 0.089279465520803236 0.914589942 0.04306546 0.0423446223 1 2 0 -100 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -101 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -102 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -103 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -104 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -105 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -106 2 2 0.46106665155479759 0.630610645 0.3245197 0.0448696874 2 1 0 -107 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -108 2 2 0.090570356222473059 0.913410068 0.0444985777 0.0420913547 2 1 0 -109 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -110 2 2 0.15856889458231938 0.85336417 0.103778325 0.04285749 2 1 0 -111 2 2 0.088515823941541519 0.9152886 0.0427852757 0.04192607 2 1 0 -112 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -113 2 2 0.19440305511589084 0.823326 0.13408643 0.04258757 2 1 0 -114 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -115 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -116 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -117 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -118 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -119 2 1 0.77523883920451497 0.4975572 0.46059376 0.0418490656 1 2 0 -120 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -121 2 2 0.26630433744227577 0.7662059 0.192651168 0.0411429256 2 1 0 -122 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -123 2 2 0.29218383729139191 0.746631265 0.212584108 0.0407846123 2 1 0 -124 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -125 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -126 2 2 0.42177638215720364 0.6558807 0.303334832 0.04078448 2 1 0 -127 2 2 0.36644851240533199 0.6931918 0.2653951 0.0414130874 2 1 0 -128 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -129 2 2 0.40192814264070004 0.6690288 0.286930382 0.04404084 2 1 0 -130 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -131 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -132 2 2 0.084643997327398787 0.918839335 0.0420887135 0.0390719771 2 0 1 -133 2 2 0.65878229820444534 0.5174811 0.440752774 0.0417661443 2 1 0 -134 2 2 0.40192814264070004 0.6690288 0.286930382 0.04404084 2 1 0 -135 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -136 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -137 2 2 0.092713932154724857 0.9114542 0.0463154 0.0422303826 2 1 0 -138 2 2 0.52918725078903661 0.589083552 0.3693946 0.0415218174 2 1 0 -139 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -140 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -141 2 2 0.15856889458231938 0.85336417 0.103778325 0.04285749 2 1 0 -142 2 2 0.12961443165163214 0.878434062 0.07946555 0.042100396 2 1 0 -143 2 2 0.08653120889838932 0.9171069 0.0422223248 0.04067075 2 0 1 -144 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -145 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -146 2 2 0.19440305511589084 0.823326 0.13408643 0.04258757 2 1 0 -147 2 2 0.10410751067096306 0.9011284 0.05633104 0.0425405465 2 1 0 -148 2 2 0.11330713249971582 0.8928764 0.06752743 0.0395962 2 0 1 -149 2 2 0.17382435423273696 0.8404445 0.116808631 0.042746868 2 1 0 +0 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +1 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +2 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +3 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +4 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +5 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +6 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +7 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +8 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +9 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +10 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +11 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +12 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +13 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +14 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +15 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +16 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +17 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +18 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +19 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +20 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +21 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +22 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +23 0 0 0.26394869586752473 0.76801294 0.19272538 0.039261684 0 1 2 +24 0 0 0.27097402726078706 0.7626363 0.19781052 0.039553165 0 1 2 +25 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +26 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +27 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +28 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +29 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +30 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +31 0 0 0.088726643313594103 0.9150957 0.043023974 0.041880336 0 2 1 +32 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +33 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +34 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +35 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +36 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +37 0 0 0.09612066641259677 0.9083544 0.049078178 0.042567417 0 1 2 +38 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +39 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +40 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +41 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +42 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +43 0 0 0.26394869586752473 0.76801294 0.19272538 0.039261684 0 1 2 +44 0 0 0.27861019383783669 0.75683486 0.20264523 0.04051989 0 1 2 +45 0 0 0.097206647688146547 0.9073685 0.04960615 0.043025345 0 1 2 +46 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +47 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +48 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +49 0 0 0.087521592840382842 0.9161991 0.04246484 0.041336067 0 2 1 +50 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +51 1 1 0.10180205962078881 0.9032083 0.0540665 0.042725198 1 2 0 +52 1 1 0.25266807998223784 0.77672565 0.17633069 0.046943676 1 2 0 +53 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +54 1 1 0.10001579702590922 0.9048231 0.05316449 0.0420124 1 2 0 +55 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +56 1 1 0.13992478360166899 0.8694236 0.07171294 0.0588634 1 2 0 +57 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +58 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +59 1 1 0.089875761443746982 0.91404474 0.04308343 0.042871825 1 2 0 +60 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +61 1 1 0.10528166844405003 0.90007097 0.055818975 0.044110067 1 2 0 +62 1 1 0.1109883911885607 0.89494914 0.06179421 0.043256667 1 0 2 +63 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +64 1 1 0.089239777233518683 0.91462624 0.042791974 0.0425818 1 2 0 +65 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +66 1 1 0.10224793587847326 0.9028057 0.054291397 0.042902924 1 2 0 +67 1 1 0.1109883911885607 0.89494914 0.06179421 0.043256667 1 0 2 +68 1 1 0.10001579702590922 0.9048231 0.05316449 0.0420124 1 2 0 +69 1 1 0.088617678601672398 0.9151954 0.04250669 0.04229792 1 2 0 +70 1 2 1.2393031417803488 0.66911215 0.28958595 0.04130188 2 1 0 +71 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +72 1 1 0.25266807998223784 0.77672565 0.17633069 0.046943676 1 2 0 +73 1 1 0.10349923289720428 0.9016767 0.05458743 0.04373585 1 2 0 +74 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +75 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +76 1 1 0.16627740188446219 0.8468113 0.11062403 0.04256465 1 2 0 +77 1 2 1.6798938129372096 0.76952 0.18639377 0.04408622 2 1 0 +78 1 1 0.10287084525249167 0.9022435 0.05460544 0.043151088 1 2 0 +79 1 1 0.11154013412260062 0.8944555 0.062084563 0.04345992 1 0 2 +80 1 1 0.091136865476427562 0.91289276 0.04366085 0.04344641 1 2 0 +81 1 1 0.1133142753919056 0.89287 0.06301723 0.044112794 1 0 2 +82 1 1 0.089818378494839757 0.9140972 0.043057136 0.04284566 1 2 0 +83 1 2 1.0267935520607234 0.6057481 0.35815352 0.03609833 2 1 0 +84 1 1 0.1029366458703013 0.9021841 0.05463858 0.043177277 1 2 0 +85 1 1 0.13622499175624384 0.8726463 0.07047149 0.056882218 1 0 2 +86 1 1 0.12034795852958623 0.8866119 0.069221534 0.044166584 1 2 0 +87 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +88 1 1 0.089359759286537305 0.9145165 0.04284697 0.042636525 1 2 0 +89 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +90 1 1 0.088848127237593486 0.9149845 0.04261239 0.0424031 1 2 0 +91 1 1 0.089031586161974222 0.9148167 0.042696502 0.042486798 1 2 0 +92 1 1 0.089818378494839757 0.9140972 0.043057136 0.04284566 1 2 0 +93 1 1 0.11542733865322506 0.8909853 0.06412584 0.04488884 1 0 2 +94 1 1 0.087986138601694672 0.9157736 0.0422169 0.04200955 1 2 0 +95 1 1 0.090315176175450207 0.9136432 0.043284703 0.043072112 1 2 0 +96 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +97 1 1 0.087717041464562648 0.91602004 0.042093366 0.041886624 1 2 0 +98 1 1 0.45798488933515197 0.63255703 0.33190355 0.03553942 1 0 2 +99 1 1 0.088769568118624215 0.9150564 0.04257636 0.042367246 1 2 0 +100 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +101 2 2 0.13705262406116403 0.87192434 0.087487794 0.040587872 2 1 0 +102 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +103 2 2 0.10080317378608307 0.90411097 0.05349878 0.04239028 2 1 0 +104 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +105 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +106 2 2 0.41092007535388625 0.6630399 0.2931801 0.043779947 2 1 0 +107 2 2 0.10080317378608307 0.90411097 0.05349878 0.04239028 2 1 0 +108 2 2 0.11148316033242781 0.89450645 0.063553594 0.041939963 2 1 0 +109 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +110 2 2 0.11181838610612485 0.89420664 0.06348132 0.042312045 2 1 0 +111 2 2 0.094456659935937548 0.90986717 0.048233442 0.04189937 2 1 0 +112 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +113 2 2 0.20421384502606013 0.815288 0.14185393 0.042858053 2 1 0 +114 2 2 0.12268185858345594 0.884545 0.07427963 0.04117536 2 1 0 +115 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +116 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +117 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +118 2 2 0.094456659935937548 0.90986717 0.048233442 0.04189937 2 1 0 +119 2 2 0.586701448070028 0.5561588 0.4081731 0.035668075 2 1 0 +120 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +121 2 2 0.24245709608898466 0.7846974 0.17405264 0.041249964 2 1 0 +122 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +123 2 2 0.2981622063938697 0.74218094 0.21704708 0.04077197 2 1 0 +124 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +125 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +126 2 2 0.38525820463245664 0.68027496 0.27981654 0.03990853 2 1 0 +127 2 2 0.30915486162123379 0.7340671 0.22387779 0.042055108 2 1 0 +128 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +129 2 2 0.31814329871302516 0.72749853 0.23067957 0.0418219 2 1 0 +130 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +131 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +132 2 2 0.086249962927505655 0.9173649 0.04224464 0.040390458 2 0 1 +133 2 2 0.42016315857078423 0.6569396 0.30391142 0.039148983 2 1 0 +134 2 2 0.39168062709838553 0.67591995 0.28522328 0.03885679 2 1 0 +135 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +136 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +137 2 2 0.10111934012517808 0.90382516 0.053658236 0.04251663 2 1 0 +138 2 2 0.40180360076400118 0.66911215 0.28958595 0.04130188 2 1 0 +139 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +140 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +141 2 2 0.11181838610612485 0.89420664 0.06348132 0.042312045 2 1 0 +142 2 2 0.13705262406116403 0.87192434 0.087487794 0.040587872 2 1 0 +143 2 2 0.086474602438732284 0.91715884 0.042349983 0.04049118 2 0 1 +144 2 2 0.09853307682650192 0.9061657 0.05382841 0.04000585 2 0 1 +145 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +146 2 2 0.20421384502606013 0.815288 0.14185393 0.042858053 2 1 0 +147 2 2 0.087458034725003339 0.9162573 0.04281085 0.040931817 2 0 1 +148 2 2 0.11023494984452821 0.8956237 0.06483587 0.039540436 2 0 1 +149 2 2 0.15053653457845295 0.8602463 0.09807305 0.041680664 2 1 0 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-out.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-out.txt index 62d41c06a5..5222d880a2 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-out.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-out.txt @@ -12,19 +12,19 @@ L2(avg): 1,445.214986 RMS(avg): 38.015983 Loss-fn(avg): 1,445.214986 R Squared: 0.919579 -L1(avg): 25.716714 -L2(avg): 1,341.437580 -RMS(avg): 36.625641 -Loss-fn(avg): 1,341.437567 -R Squared: 0.927226 +L1(avg): 25.712503 +L2(avg): 1,341.270608 +RMS(avg): 36.623362 +Loss-fn(avg): 1,341.270595 +R Squared: 0.927235 OVERALL RESULTS --------------------------------------- -L1(avg): 26.599784 (0.8831) -L2(avg): 1,393.326283 (51.8887) -RMS(avg): 37.320812 (0.6952) -Loss-fn(avg): 1,393.326277 (51.8887) -R Squared: 0.923402 (0.0038) +L1(avg): 26.597679 (0.8852) +L2(avg): 1,393.242797 (51.9722) +RMS(avg): 37.319672 (0.6963) +Loss-fn(avg): 1,393.242791 (51.9722) +R Squared: 0.923407 (0.0038) --------------------------------------- Physical memory usage(MB): %Number% @@ -35,10 +35,10 @@ Virtual memory usage(MB): %Number% [1] 'Loading data for LightGBM' started. [1] 'Loading data for LightGBM' finished in %Time%. [2] 'Training with LightGBM' started. -[2] (%Time%) Iteration: 50 Training-mae: 2.72125878362794 +[2] (%Time%) Iteration: 50 Training-mae: 2.7212587836279383 [2] 'Training with LightGBM' finished in %Time%. [3] 'Loading data for LightGBM #2' started. [3] 'Loading data for LightGBM #2' finished in %Time%. [4] 'Training with LightGBM #2' started. -[4] (%Time%) Iteration: 50 Training-mae: 2.24116204430926 +[4] (%Time%) Iteration: 50 Training-mae: 2.2411620443092595 [4] 'Training with LightGBM #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-rp.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-rp.txt index 8a563605cf..0979e6cbbb 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-rp.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE-rp.txt @@ -1,4 +1,4 @@ LightGBMR L1(avg) L2(avg) RMS(avg) Loss-fn(avg) R Squared /em /iter /lr /nl /mil /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -26.59978 1393.326 37.32081 1393.326 0.923402 MeanAbsoluteError 50 0.2 20 10 + 1 LightGBMR %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMR{nt=1 iter=50 em=MeanAbsoluteError v=+ lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% seed=1 /em:MeanAbsoluteError;/iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 +26.59768 1393.2428 37.31967 1393.2428 0.923407 MeanAbsoluteError 50 0.2 20 10 + 1 LightGBMR %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMR{nt=1 iter=50 em=MeanAbsoluteError v=+ lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% seed=1 /em:MeanAbsoluteError;/iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE.txt index ed40bebf10..72cf11980b 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-CV-generatedRegressionDataset.MAE.txt @@ -1,26 +1,26 @@ Instance Label Score L1-loss L2-loss -5 322.18 294.792328 27.387664794921875 750.08418291900307 -6 425.31 423.010223 2.299774169921875 5.2889612326398492 -8 159.37 114.656738 44.7132568359375 1999.2753368765116 +5 322.18 294.79233 27.387664794921875 750.08418291900307 +6 425.31 423.01022 2.299774169921875 5.2889612326398492 +8 159.37 114.65674 44.7132568359375 1999.2753368765116 9 325.18 360.2713 35.09130859375 1231.3999388217926 -10 276.02 271.508362 4.511627197265625 20.354779967106879 +10 276.02 271.50836 4.511627197265625 20.354779967106879 11 193.96 181.32164 12.63836669921875 159.72831282392144 18 471.27 466.567 4.7030029296875 22.118236556649208 -20 290.11 249.322037 40.787948608398438 1663.656751681352 +20 290.11 249.32204 40.787948608398438 1663.656751681352 21 432.91 432.3761 0.533905029296875 0.28505458030849695 -25 413.49 392.391418 21.09857177734375 445.14973104372621 +25 413.49 392.39142 21.09857177734375 445.14973104372621 28 360.71 367.5943 6.884307861328125 47.393694729544222 -31 372.81 338.866943 33.94305419921875 1152.1309283711016 -32 349.87 340.980682 8.889312744140625 79.019881063140929 +31 372.81 338.86694 33.94305419921875 1152.1309283711016 +32 349.87 340.98068 8.889312744140625 79.019881063140929 35 339.31 327.5378 11.772186279296875 138.5843697944656 37 326.38 292.9897 33.39031982421875 1114.9134579636157 -40 265.78 267.506653 1.726654052734375 2.9813342178240418 -41 638.26 587.329041 50.93096923828125 2593.963627550751 +40 265.78 267.50665 1.726654052734375 2.9813342178240418 +41 638.26 587.32904 50.93096923828125 2593.963627550751 44 476.58 445.0616 31.51837158203125 993.40774718299508 -45 324.73 361.824982 37.094970703125 1376.0368514657021 +45 324.73 361.82498 37.094970703125 1376.0368514657021 46 155.52 171.015 15.4949951171875 240.09487368166447 48 394.42 390.5269 3.89312744140625 15.156441275030375 -50 378.13 405.875336 27.745330810546875 769.80338178668171 +50 378.13 405.87534 27.745330810546875 769.80338178668171 51 607.06 612.8256 5.765625 33.242431640625 52 814.77 639.6257 175.14434814453125 30675.542686972767 54 406.3 400.6222 5.67779541015625 32.237360719591379 @@ -28,474 +28,474 @@ Instance Label Score L1-loss L2-loss 60 595.54 577.2645 18.27545166015625 333.99213338270783 63 565.44 569.2501 3.81011962890625 14.5170115865767 64 503.88 466.0873 37.792694091796875 1428.2877267161384 -66 412.4 477.274231 64.874237060546875 4208.6666341880336 -68 284.83 283.238525 1.591461181640625 2.5327486926689744 -69 342.33 337.880249 4.449737548828125 19.80016425345093 +66 412.4 477.27423 64.874237060546875 4208.6666341880336 +68 284.83 283.23853 1.591461181640625 2.5327486926689744 +69 342.33 337.88025 4.449737548828125 19.80016425345093 70 319.81 345.7808 25.970794677734375 674.48217619303614 -71 465.97 426.102356 39.867645263671875 1589.4291388699785 -72 605.7 568.599854 37.10015869140625 1376.4217749275267 -73 325.76 373.429657 47.669647216796875 2272.3952657738701 -74 231.07 202.678726 28.391281127929688 806.06484408513643 -76 497.31 447.486359 49.823638916015625 2482.3949948335066 -77 175.58 213.540085 37.9600830078125 1440.9679019600153 -79 313.36 335.416473 22.056488037109375 486.48866453114897 +71 465.97 426.10236 39.867645263671875 1589.4291388699785 +72 605.7 568.59985 37.10015869140625 1376.4217749275267 +73 325.76 373.42966 47.669647216796875 2272.3952657738701 +74 231.07 202.67873 28.391281127929688 806.06484408513643 +76 497.31 447.48636 49.823638916015625 2482.3949948335066 +77 175.58 213.54008 37.9600830078125 1440.9679019600153 +79 313.36 335.41647 22.056488037109375 486.48866453114897 82 544.1 531.349 12.7509765625 162.58740329742432 88 494.21 471.9012 22.30877685546875 497.68152478709817 -90 315.69 295.477936 20.212066650390625 408.5276382798329 -91 370.5 349.183167 21.31683349609375 454.40739030018449 -92 254.02 244.755447 9.264556884765625 85.832014271058142 -93 599.81 579.885254 19.92474365234375 396.99540961161256 +90 315.69 295.47794 20.212066650390625 408.5276382798329 +91 370.5 349.18317 21.31683349609375 454.40739030018449 +92 254.02 244.75545 9.264556884765625 85.832014271058142 +93 599.81 579.88525 19.92474365234375 396.99540961161256 95 298.6 287.9375 10.662506103515625 113.68903640750796 96 603.69 614.145 10.45501708984375 109.30738234892488 -97 274.36 241.749542 32.610443115234375 1063.441000171937 +97 274.36 241.74954 32.610443115234375 1063.441000171937 98 164.33 174.29982 9.969818115234375 99.397273250855505 -99 414.57 421.086975 6.5169677734375 42.470868960022926 +99 414.57 421.08698 6.5169677734375 42.470868960022926 100 120.26 106.9427 13.317298889160156 177.35044970322633 -102 519.61 491.388458 28.221527099609375 796.45459183398634 -104 339.79 320.918365 18.87164306640625 356.13891202583909 +102 519.61 491.38846 28.221527099609375 796.45459183398634 +104 339.79 320.91837 18.87164306640625 356.13891202583909 105 523.01 548.8662 25.856201171875 668.54313904047012 106 372.35 365.2942 7.055816650390625 49.784548603929579 108 368.77 387.6913 18.92132568359375 358.01656562462449 -109 400.39 393.199524 7.19049072265625 51.7031568326056 +109 400.39 393.19952 7.19049072265625 51.7031568326056 111 466.77 468.40155 1.631561279296875 2.6619922081008554 112 195.44 180.4944 14.945602416992188 223.37103160680272 -113 594.45 496.497925 97.95208740234375 9594.6114264763892 -115 424.78 442.389954 17.609954833984375 310.11050925496966 -117 256.09 242.154327 13.9356689453125 194.20286895334721 -120 102.78 117.185677 14.405677795410156 207.52355274517322 -121 443.92 470.910461 26.990447998046875 728.48428313527256 -122 356.3 332.893524 23.406463623046875 547.86253933701664 -123 435.75 446.222168 10.47216796875 109.6663019657135 -125 518.87 413.129639 105.7403564453125 11181.022981181741 +113 594.45 496.49792 97.95208740234375 9594.6114264763892 +115 424.78 442.38995 17.609954833984375 310.11050925496966 +117 256.09 242.15433 13.9356689453125 194.20286895334721 +120 102.78 117.18568 14.405677795410156 207.52355274517322 +121 443.92 470.91046 26.990447998046875 728.48428313527256 +122 356.3 332.89352 23.406463623046875 547.86253933701664 +123 435.75 446.22217 10.47216796875 109.6663019657135 +125 518.87 413.12964 105.7403564453125 11181.022981181741 128 609.73 562.531 47.198974609375 2227.7432041764259 -129 397.76 407.223572 9.46356201171875 89.559005949646235 -131 329.71 331.325867 1.615875244140625 2.6110528046265244 +129 397.76 407.22357 9.46356201171875 89.559005949646235 +131 329.71 331.32587 1.615875244140625 2.6110528046265244 132 375.37 379.0765 3.706512451171875 13.738234550692141 -133 321.6 373.228241 51.62823486328125 2665.4746350981295 +133 321.6 373.22824 51.62823486328125 2665.4746350981295 137 363.91 396.573 32.662994384765625 1066.8712021792307 138 293.45 318.1798 24.72979736328125 611.56287762895226 -141 386.61 397.789551 11.1795654296875 124.98268319666386 -144 343.98 330.225922 13.75408935546875 189.17497399821877 -145 384.31 412.415161 28.10516357421875 789.90021953359246 -147 429.99 393.130066 36.85992431640625 1358.6540206111968 -150 466.23 482.624573 16.394561767578125 268.78165555093437 -151 221.42 235.648376 14.228378295898438 202.44674893119372 -152 166.61 141.360748 25.249252319335938 637.52474268549122 +141 386.61 397.78955 11.1795654296875 124.98268319666386 +144 343.98 330.22592 13.75408935546875 189.17497399821877 +145 384.31 412.41516 28.10516357421875 789.90021953359246 +147 429.99 393.13007 36.85992431640625 1358.6540206111968 +150 466.23 482.62457 16.394561767578125 268.78165555093437 +151 221.42 235.64838 14.228378295898438 202.44674893119372 +152 166.61 141.36075 25.249252319335938 637.52474268549122 154 342.29 292.7593 49.53070068359375 2453.2903102077544 156 623.91 626.8725 2.9625244140625 8.7765509039163589 161 465.91 497.8462 31.936187744140625 1019.9200876289979 164 266.5 233.28978 33.210220336914062 1102.9187348263804 -167 365.17 344.215637 20.954376220703125 439.08588279876858 -169 463.16 457.204163 5.955841064453125 35.472042785026133 -171 351.11 376.677368 25.5673828125 653.69106388092041 +167 365.17 344.21564 20.954376220703125 439.08588279876858 +169 463.16 457.20416 5.955841064453125 35.472042785026133 +171 351.11 376.67737 25.5673828125 653.69106388092041 173 292.06 316.43515 24.375152587890625 594.14806368295103 -174 397.85 413.672241 15.822235107421875 250.34312379453331 +174 397.85 413.67224 15.822235107421875 250.34312379453331 176 240.33 263.384 23.054000854492188 531.48695539892651 -177 582.54 516.234863 66.30511474609375 4396.3682414926589 +177 582.54 516.23486 66.30511474609375 4396.3682414926589 179 286.32 281.2356 5.08441162109375 25.851241532713175 -180 201.54 276.798035 75.258041381835938 5663.7727926301304 -181 564.53 510.548767 53.98126220703125 2913.9766694642603 +180 201.54 276.79803 75.258041381835938 5663.7727926301304 +181 564.53 510.54877 53.98126220703125 2913.9766694642603 183 550.32 436.9686 113.35140991210938 12848.542129063047 187 416.69 350.1964 66.49359130859375 4421.3976851142943 188 525.72 496.8032 28.916778564453125 836.18008254561573 189 522.62 561.6918 39.07177734375 1526.6037847995758 -191 354.44 386.760925 32.3209228515625 1044.642053976655 -192 428.4 380.043945 48.356048583984375 2338.3074346566573 -196 366.61 338.621277 27.98870849609375 783.36780327931046 -198 419.62 425.793365 6.173370361328125 38.110501618124545 +191 354.44 386.76093 32.3209228515625 1044.642053976655 +192 428.4 380.04395 48.356048583984375 2338.3074346566573 +196 366.61 338.62128 27.98870849609375 783.36780327931046 +198 419.62 425.79337 6.173370361328125 38.110501618124545 199 277.7 278.55 0.8499755859375 0.72245849668979645 201 473.99 505.9239 31.93389892578125 1019.7739006020129 -202 599.88 555.354431 44.52557373046875 1982.5267160274088 -204 350.02 370.067841 20.0478515625 401.91635227203369 -205 373.22 365.973083 7.246917724609375 52.517816507257521 +202 599.88 555.35443 44.52557373046875 1982.5267160274088 +204 350.02 370.06784 20.0478515625 401.91635227203369 +205 373.22 365.97308 7.246917724609375 52.517816507257521 206 409.47 423.0818 13.611785888671875 185.28071507904679 207 578.94 543.3054 35.63458251953125 1269.8234713412821 -209 338.91 347.413452 8.503448486328125 72.30863615963608 -210 402.47 404.964264 2.4942626953125 6.2213463932275772 -211 70.4 145.991745 75.591743469238281 5714.1116807191283 +209 338.91 347.41345 8.503448486328125 72.30863615963608 +210 402.47 404.96426 2.4942626953125 6.2213463932275772 +211 70.4 145.99174 75.591743469238281 5714.1116807191283 212 581.8 554.6091 27.19091796875 739.34601998329163 -216 29.14 97.0616455 67.921646118164062 4613.3500114011113 -218 225.92 250.058716 24.138717651367188 582.67768985242583 +216 29.14 97.061646 67.921646118164062 4613.3500114011113 +218 225.92 250.05872 24.138717651367188 582.67768985242583 219 397.29 391.2822 6.0078125 36.09381103515625 -223 288.84 312.566559 23.7265625 562.94976806640625 -226 197.4 191.574585 5.825408935546875 33.935389266349375 -228 320.12 351.442841 31.322845458984375 981.12064764741808 -233 451.7 461.102661 9.40264892578125 88.409806821495295 -237 396.81 407.310333 10.500335693359375 110.25704967323691 +223 288.84 312.56656 23.7265625 562.94976806640625 +226 197.4 191.57458 5.825408935546875 33.935389266349375 +228 320.12 351.44284 31.322845458984375 981.12064764741808 +233 451.7 461.10266 9.40264892578125 88.409806821495295 +237 396.81 407.31033 10.500335693359375 110.25704967323691 239 465.54 468.0696 2.52960205078125 6.3988865353167057 -240 256.29 250.222092 6.0679168701171875 36.819615142652765 -241 161.32 189.954025 28.634017944335938 819.90698363655247 -242 251.1 237.873825 13.226181030273438 174.93186464556493 -244 643.52 650.177734 6.65771484375 44.325166940689087 +240 256.29 250.22209 6.0679168701171875 36.819615142652765 +241 161.32 189.95403 28.634017944335938 819.90698363655247 +242 251.1 237.87383 13.226181030273438 174.93186464556493 +244 643.52 650.17773 6.65771484375 44.325166940689087 246 362.88 309.4293 53.450714111328125 2856.9788390109316 -247 430.27 383.273621 46.996368408203125 2208.6586435595527 +247 430.27 383.27362 46.996368408203125 2208.6586435595527 248 355.19 318.54718 36.642822265625 1342.6964235901833 -249 300.71 339.266541 38.556549072265625 1486.6074763620272 -250 548.8 518.017151 30.7828369140625 947.5830484777689 +249 300.71 339.26654 38.556549072265625 1486.6074763620272 +250 548.8 518.01715 30.7828369140625 947.5830484777689 252 632.92 602.2802 30.6397705078125 938.79553677141666 -254 403.58 399.819122 3.7608642578125 14.144099965691566 +254 403.58 399.81912 3.7608642578125 14.144099965691566 257 391.36 472.2541 80.89410400390625 6543.8560625948012 258 460.31 471.7064 11.396392822265625 129.87776935938746 259 499.14 533.2306 34.090576171875 1162.1673837304115 -260 519.45 491.294373 28.1556396484375 792.74004401266575 -262 447.03 429.127136 17.902862548828125 320.51248744223267 +260 519.45 491.29437 28.1556396484375 792.74004401266575 +262 447.03 429.12714 17.902862548828125 320.51248744223267 267 557.56 559.2279 1.66790771484375 2.7819161452353001 268 506.71 523.462 16.751983642578125 280.62895596120507 -269 465.86 470.754517 4.89453125 23.956436157226562 -271 368.55 352.858978 15.691009521484375 246.20777980331331 +269 465.86 470.75452 4.89453125 23.956436157226562 +271 368.55 352.85898 15.691009521484375 246.20777980331331 272 743.72 638.8568 104.8631591796875 10996.282153144479 -275 427.84 419.333832 8.50616455078125 72.354835364967585 -276 211.26 193.938278 17.32171630859375 300.04185587540269 -277 477.96 480.593781 2.6337890625 6.9368448257446289 +275 427.84 419.33383 8.50616455078125 72.354835364967585 +276 211.26 193.93828 17.32171630859375 300.04185587540269 +277 477.96 480.59378 2.6337890625 6.9368448257446289 278 195.99 199.1654 3.1753997802734375 10.083163764560595 -279 396.87 392.819244 4.050750732421875 16.408581496216357 -280 414.67 429.482117 14.812103271484375 219.39840332511812 -283 283.59 265.018829 18.5711669921875 344.88824345171452 -284 435.84 422.752441 13.087554931640625 171.28409408871084 -285 247.75 253.402237 5.6522369384765625 31.947782408678904 -288 302.89 327.398743 24.50872802734375 600.67774951830506 -290 480.87 414.526062 66.34393310546875 4401.5174599029124 -291 478.9 487.357849 8.457855224609375 71.535315000452101 -293 448.7 434.489563 14.21044921875 201.93686699867249 -296 278.47 350.066132 71.59613037109375 5126.0058841146529 +279 396.87 392.81924 4.050750732421875 16.408581496216357 +280 414.67 429.48212 14.812103271484375 219.39840332511812 +283 283.59 265.01883 18.5711669921875 344.88824345171452 +284 435.84 422.75244 13.087554931640625 171.28409408871084 +285 247.75 253.40224 5.6522369384765625 31.947782408678904 +288 302.89 327.39874 24.50872802734375 600.67774951830506 +290 480.87 414.52606 66.34393310546875 4401.5174599029124 +291 478.9 487.35785 8.457855224609375 71.535315000452101 +293 448.7 434.48956 14.21044921875 201.93686699867249 +296 278.47 350.06613 71.59613037109375 5126.0058841146529 297 175.46 254.11087 78.650863647460938 6185.9583524914924 299 497.29 513.9293 16.639312744140625 276.86672859732062 -300 400.64 367.182922 33.45709228515625 1119.3770241774619 +300 400.64 367.18292 33.45709228515625 1119.3770241774619 301 329.18 352.7895 23.6094970703125 557.40835191309452 303 437.39 441.8898 4.499786376953125 20.248077438212931 304 724.39 652.4611 71.92889404296875 5173.7657982446253 -308 588.22 581.057739 7.1622314453125 51.297559276223183 -309 595.04 553.945251 41.0947265625 1688.7765512466431 -311 353.34 410.512939 57.172943115234375 3268.7454244578257 +308 588.22 581.05774 7.1622314453125 51.297559276223183 +309 595.04 553.94525 41.0947265625 1688.7765512466431 +311 353.34 410.51294 57.172943115234375 3268.7454244578257 312 476.14 495.325 19.18499755859375 368.06413132324815 -314 391.02 385.920135 5.099853515625 26.008505880832672 -316 362.01 375.403534 13.393524169921875 179.38648969028145 -317 247.3 347.080475 99.780471801757812 9956.142552981386 +314 391.02 385.92014 5.099853515625 26.008505880832672 +316 362.01 375.40353 13.393524169921875 179.38648969028145 +317 247.3 347.08047 99.780471801757812 9956.142552981386 319 333.75 316.2159 17.534088134765625 307.44424671772867 -321 184.42 195.084244 10.66424560546875 113.72613433375955 +321 184.42 195.08424 10.66424560546875 113.72613433375955 323 433.32 428.8099 4.510101318359375 20.341013901866972 -327 98.05 218.719345 120.66934204101562 14561.090108611621 +327 98.05 218.71935 120.66934204101562 14561.090108611621 328 478.4 455.6397 22.760284423828125 518.03054705355316 -329 424.76 457.871857 33.111846923828125 1096.3944067070261 -331 99.39 198.443054 99.053054809570312 9811.5076671077404 +329 424.76 457.87186 33.111846923828125 1096.3944067070261 +331 99.39 198.44305 99.053054809570312 9811.5076671077404 332 435.84 461.8141 25.974090576171875 674.65338125918061 333 222.87 246.8073 23.937301635742188 572.99440960050561 336 302.57 298.36792 4.20208740234375 17.657538536936045 338 533.49 566.478 32.988037109375 1088.2105923295021 -343 153.13 124.478752 28.651252746582031 820.89428394852439 +343 153.13 124.47875 28.651252746582031 820.89428394852439 344 194.78 207.04837 12.26837158203125 150.51294127479196 -346 449.69 397.092773 52.59722900390625 2766.4684988893569 -347 178.24 115.591888 62.648117065429688 3924.7865718437824 +346 449.69 397.09277 52.59722900390625 2766.4684988893569 +347 178.24 115.59189 62.648117065429688 3924.7865718437824 348 553.2 537.7596 15.4404296875 238.40686893463135 -349 455.21 428.137177 27.07281494140625 732.9373088516295 +349 455.21 428.13718 27.07281494140625 732.9373088516295 350 513.66 526.9807 13.32073974609375 177.44210738316178 -352 320.48 304.852142 15.62786865234375 244.23027861490846 -353 523.8 466.838562 56.96142578125 3244.6040270328522 +352 320.48 304.85214 15.62786865234375 244.23027861490846 +353 523.8 466.83856 56.96142578125 3244.6040270328522 354 482.38 472.535 9.845001220703125 96.924049035646021 355 389.01 366.397 22.613006591796875 511.34806712064892 -358 503.57 537.862061 34.29205322265625 1175.9449142254889 +358 503.57 537.86206 34.29205322265625 1175.9449142254889 360 537.48 547.3939 9.9139404296875 98.286214843392372 361 451.83 398.6076 53.222381591796875 2832.6219023028389 -366 480.98 480.692383 0.287628173828125 0.082729966379702091 -368 100.54 151.035339 50.495338439941406 2549.7792041642242 +366 480.98 480.69238 0.287628173828125 0.082729966379702091 +368 100.54 151.03534 50.495338439941406 2549.7792041642242 370 288.54 283.8242 4.7158203125 22.238961219787598 -371 255.38 231.015152 24.364852905273438 593.64605709561147 +371 255.38 231.01515 24.364852905273438 593.64605709561147 373 318.17 312.984 5.186004638671875 26.894644112326205 376 525.67 553.7417 28.07171630859375 788.02125651016831 -377 456.76 465.206116 8.44610595703125 71.336705837398767 +377 456.76 465.20612 8.44610595703125 71.336705837398767 378 285.71 288.3815 2.6715087890625 7.1369592100381851 -379 384.26 423.288239 39.028228759765625 1523.2026401245967 +379 384.26 423.28824 39.028228759765625 1523.2026401245967 381 134.62 114.533905 20.086090087890625 403.45101501885802 383 393.98 365.7664 28.213623046875 796.00852543115616 384 355.24 371.07193 15.831939697265625 250.65031457785517 387 463.9 505.16748 41.267486572265625 1703.0054479921237 388 263.28 277.0504 13.770416259765625 189.6243639672175 -389 522.8 524.458252 1.65826416015625 2.7498400248587132 -391 532.85 499.279419 33.570556640625 1126.9822731614113 -392 234.17 223.675232 10.494766235351562 110.14011833467521 -395 446.25 444.287537 1.96246337890625 3.8512625135481358 +389 522.8 524.45825 1.65826416015625 2.7498400248587132 +391 532.85 499.27942 33.570556640625 1126.9822731614113 +392 234.17 223.67523 10.494766235351562 110.14011833467521 +395 446.25 444.28754 1.96246337890625 3.8512625135481358 396 311.71 285.5801 26.1298828125 682.77077579498291 -398 278.19 230.312683 47.8773193359375 2292.2377067953348 +398 278.19 230.31268 47.8773193359375 2292.2377067953348 399 172.91 170.71843 2.1915740966796875 4.8029970212373883 -404 115.82 145.401657 29.581657409667969 875.07445510296384 -406 482.79 484.847168 2.057159423828125 4.2319048950448632 +404 115.82 145.40166 29.581657409667969 875.07445510296384 +406 482.79 484.84717 2.057159423828125 4.2319048950448632 409 329.31 321.354 7.95599365234375 63.297834996134043 413 352.21 343.7821 8.427886962890625 71.029278659261763 414 311.18 350.4981 39.318115234375 1545.9141855835915 -415 344.17 275.992981 68.177032470703125 4648.1077565113083 -416 146.42 131.238647 15.181350708007812 230.47340931952931 +415 344.17 275.99298 68.177032470703125 4648.1077565113083 +416 146.42 131.23865 15.181350708007812 230.47340931952931 418 670.07 563.4763 106.59368896484375 11362.214527133852 -419 278.2 239.777878 38.422134399414062 1476.2604118066374 -422 470.31 470.921417 0.611419677734375 0.37383402232080698 -423 475.06 463.676178 11.383819580078125 129.5913482317701 +419 278.2 239.77788 38.422134399414062 1476.2604118066374 +422 470.31 470.92142 0.611419677734375 0.37383402232080698 +423 475.06 463.67618 11.383819580078125 129.5913482317701 428 423.32 377.7374 45.582611083984375 2077.7744332337752 429 477.74 468.3812 9.358795166015625 87.58704695943743 -430 425.15 469.362762 44.2127685546875 1954.7689032703638 +430 425.15 469.36276 44.2127685546875 1954.7689032703638 434 360.32 411.1972 50.877197265625 2588.48920160532 -436 356.64 339.931427 16.708587646484375 279.17690114025027 -439 215.28 252.763992 37.483993530273438 1405.0497709775809 -440 528.99 512.789856 16.20013427734375 262.44435060396791 -441 352.24 331.899078 20.340911865234375 413.75269550923258 +436 356.64 339.93143 16.708587646484375 279.17690114025027 +439 215.28 252.76399 37.483993530273438 1405.0497709775809 +440 528.99 512.78986 16.20013427734375 262.44435060396791 +441 352.24 331.89908 20.340911865234375 413.75269550923258 442 557.05 560.31 3.260009765625 10.627663671970367 449 713.95 603.45166 110.49835205078125 12209.885805938393 -450 379.64 396.438019 16.798004150390625 282.17294343654066 +450 379.64 396.43802 16.798004150390625 282.17294343654066 451 471.12 446.9698 24.15020751953125 583.23252323642373 452 228.99 236.0077 7.0177001953125 49.248116031289101 -453 400.13 373.804382 26.32562255859375 693.03840309754014 -454 365.24 407.722931 42.482940673828125 1804.8002482960001 +453 400.13 373.80438 26.32562255859375 693.03840309754014 +454 365.24 407.72293 42.482940673828125 1804.8002482960001 455 285.59 253.976 31.613998413085938 999.44489566260017 456 529.54 498.6634 30.8765869140625 953.36361946165562 457 375.76 333.6703 42.0897216796875 1771.5446710735559 464 330.37 338.1752 7.805206298828125 60.921245367266238 -465 275.41 264.412628 10.99737548828125 120.94226763024926 +465 275.41 264.41263 10.99737548828125 120.94226763024926 466 394.16 413.1684 19.008392333984375 361.31897912267596 467 290.7 296.5385 5.8385009765625 34.088093653321266 474 415.01 406.3907 8.61932373046875 74.292741570621729 480 405.09 440.0522 34.962188720703125 1222.3546401420608 482 421.97 428.2021 6.232086181640625 38.838898175396025 -483 212.58 262.094727 49.514724731445312 2451.7079652308021 -484 457.58 448.015076 9.564910888671875 91.487520308233798 -487 401.24 435.673859 34.433868408203125 1185.6912935534492 +483 212.58 262.09473 49.514724731445312 2451.7079652308021 +484 457.58 448.01508 9.564910888671875 91.487520308233798 +487 401.24 435.67386 34.433868408203125 1185.6912935534492 489 513.84 514.7708 0.9307861328125 0.86636282503604889 -492 239.49 384.701874 145.21186828613281 21086.486691149184 +492 239.49 384.70187 145.21186828613281 21086.486691149184 493 387.51 380.5364 6.973602294921875 48.631128967739642 495 420.22 373.30426 46.915740966796875 2201.0867504635826 497 599.98 525.6373 74.3426513671875 5526.8298123031855 -0 140.66 161.812286 21.15228271484375 447.41906404867768 +0 140.66 161.81229 21.15228271484375 447.41906404867768 1 148.12 145.52005 2.599945068359375 6.7597143584862351 2 402.2 358.8216 43.37841796875 1881.6871454715729 -3 443.51 434.130035 9.379974365234375 87.983919092454016 -4 329.59 334.198059 4.608062744140625 21.234242253936827 -7 421.76 430.637939 8.8779296875 78.817635536193848 -12 472.97 448.529816 24.440185546875 597.32266956567764 -13 266.98 248.284485 18.695526123046875 349.52269701752812 +3 443.51 434.13004 9.379974365234375 87.983919092454016 +4 329.59 334.19806 4.608062744140625 21.234242253936827 +7 421.76 430.63794 8.8779296875 78.817635536193848 +12 472.97 448.52982 24.440185546875 597.32266956567764 +13 266.98 248.28448 18.695526123046875 349.52269701752812 14 331.77 370.3597 38.5897216796875 1489.1666193157434 15 187.16 204.38237 17.222366333007812 296.60990210832097 -16 287.02 379.958374 92.938385009765625 8637.5434082234278 +16 287.02 379.95837 92.938385009765625 8637.5434082234278 17 404.13 420.7009 16.570892333984375 274.59447274450213 19 449.73 451.6704 1.940399169921875 3.7651489386335015 -22 522.87 490.018219 32.851776123046875 1079.2391944387928 -23 324.79 330.012756 5.222747802734375 27.277094610966742 -24 456.12 486.178864 30.058868408203125 903.53556998167187 -26 235.38 256.382263 21.00225830078125 441.09485373273492 -27 476.59 460.291138 16.298858642578125 265.65279305074364 +22 522.87 490.01822 32.851776123046875 1079.2391944387928 +23 324.79 330.01276 5.222747802734375 27.277094610966742 +24 456.12 486.17886 30.058868408203125 903.53556998167187 +26 235.38 256.38226 21.00225830078125 441.09485373273492 +27 476.59 460.29114 16.298858642578125 265.65279305074364 29 205.51 221.24791 15.7379150390625 247.68196977674961 -30 237.69 243.885147 6.1951446533203125 38.379817275563255 -33 433 400.431366 32.568634033203125 1060.7159227887169 +30 237.69 243.88515 6.1951446533203125 38.379817275563255 +33 433 400.43137 32.568634033203125 1060.7159227887169 34 537 566.6074 29.607421875 876.59943008422852 36 279.21 265.9444 13.265594482421875 175.97599697206169 38 501.43 532.6539 31.223876953125 974.93049198389053 39 486.78 469.4026 17.377410888671875 301.97440919373184 42 439.78 425.4085 14.371490478515625 206.53973857406527 -43 403.97 407.719482 3.749481201171875 14.058609277941287 +43 403.97 407.71948 3.749481201171875 14.058609277941287 47 625.32 566.3581 58.9619140625 3476.5073099136353 -49 551.95 596.238647 44.28863525390625 1961.4832126535475 +49 551.95 596.23865 44.28863525390625 1961.4832126535475 53 658.94 557.72644 101.21356201171875 10244.185135100037 55 359.51 347.33194 12.178070068359375 148.30539058987051 57 351.27 315.1877 36.082275390625 1301.9305973649025 -58 271.04 284.202545 13.16253662109375 173.25237030163407 +58 271.04 284.20255 13.16253662109375 173.25237030163407 59 522.23 507.8547 14.375274658203125 206.64852149877697 -61 276.98 230.778748 46.201263427734375 2134.5567423189059 -62 398.07 409.066345 10.996337890625 120.91944700479507 +61 276.98 230.77875 46.201263427734375 2134.5567423189059 +62 398.07 409.06635 10.996337890625 120.91944700479507 65 278.21 254.58493 23.62506103515625 558.1435089148581 67 392.53 388.8589 3.671112060546875 13.477063761092722 -75 329.42 322.591125 6.828887939453125 46.633710489608347 +75 329.42 322.59113 6.828887939453125 46.633710489608347 78 611.68 626.488 14.8079833984375 219.27637232840061 80 523.49 516.7291 6.7608642578125 45.709285512566566 -81 405.43 408.566864 3.136871337890625 9.8399617904797196 -83 557.92 406.441833 151.4781494140625 22945.629749909043 -84 338.75 319.242035 19.507965087890625 380.56070187035948 -85 316.99 344.757172 27.767181396484375 771.01636270526797 -86 381.21 374.500916 6.709075927734375 45.011699804104865 -87 540.18 480.671417 59.508575439453125 3541.2705508330837 +81 405.43 408.56686 3.136871337890625 9.8399617904797196 +83 557.92 406.44183 151.4781494140625 22945.629749909043 +84 338.75 319.24203 19.507965087890625 380.56070187035948 +85 316.99 344.75717 27.767181396484375 771.01636270526797 +86 381.21 374.50092 6.709075927734375 45.011699804104865 +87 540.18 480.67142 59.508575439453125 3541.2705508330837 89 507.79 496.6953 11.094696044921875 123.0922803292051 -94 538.19 434.674927 103.51507568359375 10715.370893780142 -101 210.75 276.150574 65.40057373046875 4277.2350442744792 +94 538.19 434.67493 103.51507568359375 10715.370893780142 +101 210.75 276.15057 65.40057373046875 4277.2350442744792 103 204.42 218.18866 13.768661499023438 189.57603947469033 107 406.65 465.3201 58.67010498046875 3442.181218419224 110 379.08 384.8159 5.73590087890625 32.900558892637491 114 401.35 420.2285 18.87847900390625 356.39696950092912 -116 600.71 494.195038 106.51498413085938 11345.441844397224 +116 600.71 494.19504 106.51498413085938 11345.441844397224 118 242.38 235.2235 7.1565093994140625 51.215626783901826 119 33.74 93.309 59.568996429443359 3548.4653356110357 -124 211.81 193.806183 18.003814697265625 324.13734365347773 -126 370.18 355.221436 14.95855712890625 223.75843137875199 +124 211.81 193.80618 18.003814697265625 324.13734365347773 +126 370.18 355.22144 14.95855712890625 223.75843137875199 127 430.06 419.96228 10.09771728515625 101.96389437094331 -130 152.17 162.351822 10.18182373046875 103.66953447833657 -134 362.22 344.117981 18.102020263671875 327.68313762638718 -135 394.11 380.982483 13.12750244140625 172.33132034912705 +130 152.17 162.35182 10.18182373046875 103.66953447833657 +134 362.22 344.11798 18.102020263671875 327.68313762638718 +135 394.11 380.98248 13.12750244140625 172.33132034912705 136 556.66 519.0013 37.65869140625 1418.1770384311676 139 420.39 433.43396 13.0439453125 170.14450931549072 140 218.78 272.87677 54.096771240234375 2926.460658618249 142 411.14 453.5228 42.382781982421875 1796.3002085695043 143 278.87 313.67395 34.803955078125 1211.315289080143 -146 176.88 159.833115 17.046890258789062 290.59646749519743 -148 256.74 260.602844 3.86285400390625 14.921641055494547 +146 176.88 159.83311 17.046890258789062 290.59646749519743 +148 256.74 260.60284 3.86285400390625 14.921641055494547 149 185.8 181.4537 4.3462982177734375 18.890308197820559 -153 335.06 345.897339 10.83734130859375 117.44796663895249 +153 335.06 345.89734 10.83734130859375 117.44796663895249 155 253.24 231.9449 21.29510498046875 453.48149612918496 -157 477.18 444.837952 32.342041015625 1046.0076170563698 -158 302.89 298.725769 4.16424560546875 17.340941462665796 +157 477.18 444.83795 32.342041015625 1046.0076170563698 +158 302.89 298.72577 4.16424560546875 17.340941462665796 159 414.89 399.0962 15.7938232421875 249.44485260546207 160 310.87 467.1008 156.23080444335938 24408.064257019199 -162 137.98 211.384048 73.404052734375 5388.1549578309059 +162 137.98 211.38405 73.404052734375 5388.1549578309059 163 570.41 581.0052 10.59521484375 112.25857758522034 165 295.17 287.9865 7.183502197265625 51.602703818120062 -166 53.59 100.852379 47.262378692626953 2233.7324396852782 -168 133.92 153.393753 19.4737548828125 379.22712923586369 -170 329.91 303.429718 26.48028564453125 701.2055278159678 +166 53.59 100.85238 47.262378692626953 2233.7324396852782 +168 133.92 153.39375 19.4737548828125 379.22712923586369 +170 329.91 303.42972 26.48028564453125 701.2055278159678 172 631.85 636.3429 4.492919921875 20.186329424381256 -175 265.37 274.215332 8.8453369140625 78.239985123276711 +175 265.37 274.21533 8.8453369140625 78.239985123276711 178 587.8 554.5304 33.26959228515625 1106.8657708205283 -182 356.48 364.014954 7.534942626953125 56.77536039147526 +182 356.48 364.01495 7.534942626953125 56.77536039147526 184 357.32 378.7623 21.442291259765625 459.77185446862131 -185 378.04 350.752838 27.28717041015625 744.58966899290681 +185 378.04 350.75284 27.28717041015625 744.58966899290681 186 323.63 348.1731 24.5430908203125 602.3633070141077 -190 127.23 211.145538 83.915534973144531 7041.8170098290429 -193 320.63 295.263916 25.3660888671875 643.43846441805363 -194 372 361.738129 10.261871337890625 105.30600335542113 +190 127.23 211.14554 83.915534973144531 7041.8170098290429 +193 320.63 295.26392 25.3660888671875 643.43846441805363 +194 372 361.73813 10.261871337890625 105.30600335542113 195 493.81 514.8033 20.9932861328125 440.71806265413761 197 545.18 530.92865 14.2513427734375 203.10077084600925 200 520.73 517.4491 3.2808837890625 10.764198437333107 203 359.97 396.3305 36.360504150390625 1322.0862620705739 -208 451.81 439.233917 12.576080322265625 158.15779627207667 -213 451.97 474.376984 22.406982421875 502.07286125421524 -214 535.65 554.603943 18.95391845703125 359.25102487578988 -215 341.29 378.262573 36.972564697265625 1366.9705402934924 -217 207.41 243.784042 36.374038696289062 1323.0706910791341 -220 538.11 496.381561 41.728424072265625 1741.2613755548373 -221 160.12 158.544113 1.5758819580078125 2.4834039455745369 -222 456.59 505.343231 48.75323486328125 2376.8779096342623 +208 451.81 439.23392 12.576080322265625 158.15779627207667 +213 451.97 474.37698 22.406982421875 502.07286125421524 +214 535.65 554.60394 18.95391845703125 359.25102487578988 +215 341.29 378.26257 36.972564697265625 1366.9705402934924 +217 207.41 243.78404 36.374038696289062 1323.0706910791341 +220 538.11 496.38156 41.728424072265625 1741.2613755548373 +221 160.12 158.54411 1.5758819580078125 2.4834039455745369 +222 456.59 505.34323 48.75323486328125 2376.8779096342623 224 573.66 565.2306 8.42938232421875 71.054486367851496 -225 330.02 343.264984 13.2449951171875 175.42989565432072 -227 231.72 265.773743 34.053741455078125 1159.6573070893064 -229 144.21 200.255569 56.045562744140625 3141.1051033074036 -230 249.61 252.967712 3.3577117919921875 11.274228478083387 -231 469.25 445.145721 24.104278564453125 581.0162451127544 -232 371.53 428.612244 57.082244873046875 3258.3826797464862 -234 430.73 429.758331 0.9716796875 0.94416141510009766 -235 188.62 139.828934 48.791061401367188 2380.567672671983 -236 235.78 242.968231 7.188232421875 51.670685350894928 -238 424.23 372.806244 51.42376708984375 2644.4038217104971 +225 330.02 343.26498 13.2449951171875 175.42989565432072 +227 231.72 265.77374 34.053741455078125 1159.6573070893064 +229 144.21 200.25557 56.045562744140625 3141.1051033074036 +230 249.61 252.96771 3.3577117919921875 11.274228478083387 +231 469.25 445.14572 24.104278564453125 581.0162451127544 +232 371.53 428.61224 57.082244873046875 3258.3826797464862 +234 430.73 429.75833 0.9716796875 0.94416141510009766 +235 188.62 139.82893 48.791061401367188 2380.567672671983 +236 235.78 242.96823 7.188232421875 51.670685350894928 +238 424.23 372.80624 51.42376708984375 2644.4038217104971 243 368.25 382.7997 14.549713134765625 211.69415230397135 245 353.06 333.7175 19.342498779296875 374.1322590271011 -251 201.68 217.041962 15.361968994140625 235.99009137693793 -253 442.46 434.563049 7.896942138671875 62.361695141531527 -255 485.05 482.315155 2.734832763671875 7.4793102452531457 -256 444.52 399.165039 45.354949951171875 2057.0714850733057 -261 244.49 250.005249 5.5152435302734375 30.41791119822301 +251 201.68 217.04196 15.361968994140625 235.99009137693793 +253 442.46 434.56305 7.896942138671875 62.361695141531527 +255 485.05 482.31516 2.734832763671875 7.4793102452531457 +256 444.52 399.16504 45.354949951171875 2057.0714850733057 +261 244.49 250.00525 5.5152435302734375 30.41791119822301 263 245.69 302.67627 56.98626708984375 3247.4346368350089 264 446.74 426.5093 20.230682373046875 409.28050927910954 -265 494.44 453.146423 41.2935791015625 1705.1596750169992 -266 377.57 403.337158 25.76715087890625 663.94606441631913 -270 347.9 335.558167 12.341827392578125 152.32070338819176 -273 117.89 150.151947 32.261947631835938 1040.8332649993245 -274 398.76 377.018219 21.741790771484375 472.70546595100313 -281 332.09 344.154236 12.064239501953125 145.54587476048619 +265 494.44 453.14642 41.2935791015625 1705.1596750169992 +266 377.57 403.33716 25.76715087890625 663.94606441631913 +270 347.9 335.55817 12.341827392578125 152.32070338819176 +273 117.89 150.15195 32.261947631835938 1040.8332649993245 +274 398.76 377.01822 21.741790771484375 472.70546595100313 +281 332.09 344.15424 12.064239501953125 145.54587476048619 282 430.75 405.5509 25.1990966796875 634.99447347223759 -286 389.29 382.420776 6.869232177734375 47.186350711621344 -287 474.79 449.230347 25.559661865234375 653.29631466511637 -289 314.35 331.708557 17.358551025390625 301.31929370108992 -292 485.49 453.658142 31.83184814453125 1013.2665562964976 +286 389.29 382.42078 6.869232177734375 47.186350711621344 +287 474.79 449.23035 25.559661865234375 653.29631466511637 +289 314.35 331.70856 17.358551025390625 301.31929370108992 +292 485.49 453.65814 31.83184814453125 1013.2665562964976 294 468.38 460.6876 7.692413330078125 59.173222840763628 -295 239.93 240.514236 0.5842437744140625 0.34134078794158995 -298 375.75 356.257935 19.4920654296875 379.94061471521854 -302 501.4 497.417 3.983001708984375 15.864302613772452 -305 323.71 318.337219 5.372772216796875 28.866681293584406 +295 239.93 240.51424 0.5842437744140625 0.34134078794158995 +298 375.75 356.25793 19.4920654296875 379.94061471521854 +302 501.4 496.6908 4.709197998046875 22.176545784808695 +305 323.71 318.33722 5.372772216796875 28.866681293584406 306 759.8 589.0984 170.70159912109375 29139.035942498595 307 475.94 441.767 34.173004150390625 1167.7942126626149 310 443.31 399.19574 44.1142578125 1946.0677423477173 313 371.69 393.1603 21.470306396484375 460.97405675891787 -315 0 85.6659241 85.665924072265625 7338.6505471551791 -318 364.18 358.391724 5.78826904296875 33.504058513790369 +315 0 85.665924 85.665924072265625 7338.6505471551791 +318 364.18 358.39172 5.78826904296875 33.504058513790369 320 188.21 264.2885 76.078506469726562 5787.9391466642264 322 636.37 625.7582 10.61181640625 112.61064743995667 -324 396.5 379.094452 17.405548095703125 302.95310451183468 -325 426.49 422.678955 3.81103515625 14.523988962173462 +324 396.5 379.09445 17.405548095703125 302.95310451183468 +325 426.49 422.67896 3.81103515625 14.523988962173462 326 271.74 272.0656 0.32562255859375 0.10603005066514015 -330 508.86 468.419342 40.440643310546875 1635.4456313708797 +330 508.86 468.41934 40.440643310546875 1635.4456313708797 334 441.84 448.6501 6.810089111328125 46.377313704229891 -335 373.57 383.718872 10.14886474609375 102.99945563450456 +335 373.57 382.99268 9.42266845703125 88.786680851131678 337 681.23 662.5093 18.720703125 350.46472549438477 -339 265.55 276.520081 10.9700927734375 120.34293545782566 -340 128.89 182.960175 54.070175170898438 2923.5838430116419 +339 265.55 276.52008 10.9700927734375 120.34293545782566 +340 128.89 182.96017 54.070175170898438 2923.5838430116419 341 403.78 416.92746 13.1474609375 172.85572910308838 -342 442.17 459.6543 17.484283447265625 305.70016766432673 +342 442.17 458.9281 16.758087158203125 280.83348520193249 345 177.79 216.38324 38.593246459960938 1489.4386723192874 -351 367.79 355.102325 12.68768310546875 160.97730258479714 -356 322.72 373.515076 50.795074462890625 2580.1395896906033 -357 317.61 308.189362 9.420623779296875 88.748152391053736 -359 686.9 619.491638 67.40838623046875 4543.890534196049 +351 367.79 355.10233 12.68768310546875 160.97730258479714 +356 322.72 373.51508 50.795074462890625 2580.1395896906033 +357 317.61 308.18936 9.420623779296875 88.748152391053736 +359 686.9 619.49164 67.40838623046875 4543.890534196049 362 346.62 324.6278 21.9921875 483.65631103515625 363 376.25 397.61377 21.36376953125 456.41064858436584 364 244.16 237.30191 6.85809326171875 47.033443186432123 365 357.16 366.8837 9.72369384765625 94.550222042948008 367 304.97 295.347 9.623016357421875 92.602443815208972 -369 503.76 494.713928 9.04608154296875 81.831591282039881 -372 458.9 457.721466 1.17852783203125 1.3889278508722782 -374 466.28 466.290955 0.010955810546875 0.00012002978473901749 -375 403.98 387.595245 16.384765625 268.46054458618164 +369 503.76 494.71393 9.04608154296875 81.831591282039881 +372 458.9 457.72147 1.17852783203125 1.3889278508722782 +374 466.28 466.29095 0.010955810546875 0.00012002978473901749 +375 403.98 387.59525 16.384765625 268.46054458618164 380 477.25 467.1691 10.080902099609375 101.62458714190871 -382 189.03 200.255676 11.225677490234375 126.01583511475474 +382 189.03 200.25568 11.225677490234375 126.01583511475474 385 516.48 494.44986 22.030120849609375 485.32622464839369 386 302.84 258.11795 44.7220458984375 2000.0613893419504 390 483.43 494.4613 11.03131103515625 121.68982315436006 393 656 630.5768 25.4232177734375 646.3400019556284 394 574.2 507.3296 66.87042236328125 4471.6533870436251 -397 358.82 337.640564 21.179443359375 448.56882101297379 +397 358.82 337.64056 21.179443359375 448.56882101297379 400 207.26 254.4365 47.176498413085938 2225.6220025199 -401 456.08 442.211243 13.868743896484375 192.3420572662726 +401 456.08 442.21124 13.868743896484375 192.3420572662726 402 498.98 452.75824 46.221771240234375 2136.4521365845576 -403 107.07 155.295364 48.225364685058594 2325.6857990068966 -405 332.09 353.100922 21.01092529296875 441.45898166671395 +403 107.07 155.29536 48.225364685058594 2325.6857990068966 +405 332.09 353.10092 21.01092529296875 441.45898166671395 407 200.21 224.3679 24.15789794921875 583.60403332486749 -408 330.84 351.154175 20.314178466796875 412.66584678087384 +408 330.84 351.15417 20.314178466796875 412.66584678087384 410 435.98 439.109 3.128997802734375 9.7906272495165467 -411 371.85 359.692017 12.157989501953125 147.8167087296024 +411 371.85 359.69202 12.157989501953125 147.8167087296024 412 487.32 515.1508 27.830810546875 774.55401569604874 -417 209.91 280.110016 70.20001220703125 4928.0417138673365 +417 209.91 280.11002 70.20001220703125 4928.0417138673365 420 428.66 417.7067 10.95330810546875 119.97495845332742 421 525.08 565.705 40.625 1650.390625 424 385.98 365.9053 20.07470703125 402.99386239051819 -425 395.19 384.779755 10.410247802734375 108.37325931433588 -426 524.57 484.871429 39.698577880859375 1575.9770857626572 +425 395.19 384.77975 10.410247802734375 108.37325931433588 +426 524.57 484.87143 39.698577880859375 1575.9770857626572 427 361.7 318.9771 42.722900390625 1825.2462177872658 -431 584.48 566.096069 18.3839111328125 337.96818853914738 -432 163.64 179.812363 16.17236328125 261.54533410072327 +431 584.48 566.09607 18.3839111328125 337.96818853914738 +432 163.64 179.81236 16.17236328125 261.54533410072327 433 297.62 337.3592 39.73919677734375 1579.2037605084479 -435 302.4 302.319031 0.080963134765625 0.0065550291910767555 -437 143.74 152.414749 8.67474365234375 75.251177433878183 -438 458.22 444.929657 13.29034423828125 176.63324997201562 +435 302.4 302.31903 0.080963134765625 0.0065550291910767555 +437 143.74 152.41475 8.67474365234375 75.251177433878183 +438 458.22 444.92966 13.29034423828125 176.63324997201562 443 558.65 553.2922 5.35784912109375 28.706547204405069 -444 318.45 345.343323 26.893310546875 723.25015217065811 -445 488.3 504.268921 15.96893310546875 255.00682452693582 +444 318.45 345.34332 26.893310546875 723.25015217065811 +445 488.3 504.26892 15.96893310546875 255.00682452693582 446 334.38 333.15152 1.228485107421875 1.5091756591573358 -447 398.83 467.337036 68.507049560546875 4693.2158394912258 -448 623.08 637.437561 14.3575439453125 206.13906814157963 +447 398.83 467.33704 68.507049560546875 4693.2158394912258 +448 623.08 637.43756 14.3575439453125 206.13906814157963 458 497.96 479.3892 18.57080078125 344.87464165687561 -459 318.93 320.458344 1.528350830078125 2.3358562598004937 -460 354.93 347.785126 7.144866943359375 51.049123638309538 -461 216.48 211.473663 5.0063323974609375 25.063364073866978 +459 318.93 320.45834 1.528350830078125 2.3358562598004937 +460 354.93 347.78513 7.144866943359375 51.049123638309538 +461 216.48 211.47366 5.0063323974609375 25.063364073866978 462 628.67 602.5538 26.1162109375 682.05647373199463 463 139.13 151.8366 12.706588745117188 161.45739753753878 468 340.51 324.4538 16.05621337890625 257.80198806896806 -469 223.11 287.016968 63.906967163085938 4084.1004519837443 +469 223.11 287.01697 63.906967163085938 4084.1004519837443 470 476.82 471.7048 5.115203857421875 26.16531050298363 -471 419.49 421.052216 1.562225341796875 2.4405480185523629 -472 335.12 333.298431 1.821563720703125 3.3180943885818124 +471 419.49 421.05222 1.562225341796875 2.4405480185523629 +472 335.12 333.29843 1.821563720703125 3.3180943885818124 473 570.17 558.2171 11.952880859375 142.87136083841324 -475 185.79 166.556122 19.233871459960938 369.94181133829989 -476 298.86 299.259766 0.3997802734375 0.15982426702976227 -477 317.85 344.526825 26.67681884765625 711.65266383066773 -478 442.16 429.387115 12.77288818359375 163.14667255058885 +475 185.79 166.55612 19.233871459960938 369.94181133829989 +476 298.86 299.25977 0.3997802734375 0.15982426702976227 +477 317.85 344.52682 26.67681884765625 711.65266383066773 +478 442.16 429.66302 12.496978759765625 156.17447812203318 479 329.43 328.1333 1.29669189453125 1.6814098693430424 481 246.03 276.923 30.89300537109375 954.37778085842729 485 564.95 482.92746 82.022552490234375 6727.6991170132533 486 325.87 323.8567 2.0133056640625 4.0533996969461441 -488 320.13 290.286652 29.843353271484375 890.62573448661715 -490 412.16 386.801544 25.35845947265625 643.0514668263495 +488 320.13 290.28665 29.843353271484375 890.62573448661715 +490 412.16 386.80154 25.35845947265625 643.0514668263495 491 393.81 408.4072 14.597198486328125 213.0782036492601 -494 317.12 304.338043 12.781951904296875 163.37829448375851 -496 104.85 193.117218 88.267219543457031 7791.1020459328429 +494 317.12 304.33804 12.781951904296875 163.37829448375851 +496 104.85 193.11722 88.267219543457031 7791.1020459328429 498 414 430.2381 16.23809814453125 263.67583135142922 -499 344.84 352.981873 8.141876220703125 66.290148393251002 +499 344.84 352.98187 8.141876220703125 66.290148393251002 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-out.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-out.txt index 11a1112241..e0b04f0b7d 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-out.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-out.txt @@ -26,7 +26,7 @@ Virtual memory usage(MB): %Number% [1] 'Loading data for LightGBM' started. [1] 'Loading data for LightGBM' finished in %Time%. [2] 'Training with LightGBM' started. -[2] (%Time%) Iteration: 50 Training-mae: 3.42889585604196 +[2] (%Time%) Iteration: 50 Training-mae: 3.428895856041958 [2] 'Training with LightGBM' finished in %Time%. [3] 'Saving model' started. [3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-rp.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-rp.txt index d96adb798e..09be5a5d32 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-rp.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE-rp.txt @@ -1,4 +1,4 @@ LightGBMR L1(avg) L2(avg) RMS(avg) Loss-fn(avg) R Squared /em /iter /lr /nl /mil /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -3.428896 25.23601 5.023546 25.23601 0.998616 MeanAbsoluteError 50 0.2 20 10 + 1 LightGBMR %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMR{nt=1 iter=50 em=MeanAbsoluteError v=+ lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% out=%Output% seed=1 /em:MeanAbsoluteError;/iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 +3.428896 25.236013 5.023546 25.236013 0.998616 MeanAbsoluteError 50 0.2 20 10 + 1 LightGBMR %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMR{nt=1 iter=50 em=MeanAbsoluteError v=+ lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% out=%Output% seed=1 /em:MeanAbsoluteError;/iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE.txt index 5f5a7cc20b..d137e2695c 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegMae-TrainTest-generatedRegressionDataset.MAE.txt @@ -1,501 +1,501 @@ Instance Label Score L1-loss L2-loss -0 140.66 140.224045 0.4359588623046875 0.19006012962199748 -1 148.12 150.455109 2.335113525390625 5.4527551764622331 -2 402.2 399.137634 3.0623779296875 9.3781585842370987 -3 443.51 440.823761 2.686248779296875 7.2159325042739511 +0 140.66 140.22404 0.4359588623046875 0.19006012962199748 +1 148.12 150.45511 2.335113525390625 5.4527551764622331 +2 402.2 399.13763 3.0623779296875 9.3781585842370987 +3 443.51 440.82376 2.686248779296875 7.2159325042739511 4 329.59 325.1096 4.48040771484375 20.074053291231394 5 322.18 316.19873 5.98126220703125 35.77549758926034 6 425.31 421.0235 4.2864990234375 18.374073877930641 -7 421.76 423.108826 1.34881591796875 1.8193043805658817 -8 159.37 154.908264 4.46173095703125 19.907043132930994 -9 325.18 323.497437 1.68255615234375 2.8309952057898045 -10 276.02 282.882629 6.862640380859375 47.095832997001708 -11 193.96 185.404175 8.5558319091796875 73.202259658137336 +7 421.76 423.10883 1.34881591796875 1.8193043805658817 +8 159.37 154.90826 4.46173095703125 19.907043132930994 +9 325.18 323.49744 1.68255615234375 2.8309952057898045 +10 276.02 282.88263 6.862640380859375 47.095832997001708 +11 193.96 185.40417 8.5558319091796875 73.202259658137336 12 472.97 463.2464 9.723602294921875 94.548441589809954 -13 266.98 267.559174 0.57916259765625 0.33542931452393532 -14 331.77 331.464661 0.305328369140625 0.093225413002073765 -15 187.16 187.073364 0.086639404296875 0.0075063863769173622 +13 266.98 267.55917 0.57916259765625 0.33542931452393532 +14 331.77 331.46466 0.305328369140625 0.093225413002073765 +15 187.16 187.07336 0.086639404296875 0.0075063863769173622 16 287.02 291.93634 4.916351318359375 24.170510285533965 17 404.13 402.2706 1.859405517578125 3.4573888787999749 -18 471.27 476.047943 4.7779541015625 22.828845396637917 -19 449.73 450.840942 1.110931396484375 1.2341685676947236 +18 471.27 476.04794 4.7779541015625 22.828845396637917 +19 449.73 450.84094 1.110931396484375 1.2341685676947236 20 290.11 283.6476 6.462371826171875 41.762249619700015 21 432.91 428.31134 4.598663330078125 21.14770442340523 22 522.87 531.2432 8.37322998046875 70.110980305820704 23 324.79 330.6525 5.86248779296875 34.368763122707605 -24 456.12 461.731873 5.61187744140625 31.493168417364359 -25 413.49 410.420471 3.06951904296875 9.4219471551477909 -26 235.38 226.345764 9.03424072265625 81.617505434900522 -27 476.59 473.507233 3.082763671875 9.5034318566322327 -28 360.71 358.212372 2.49761962890625 6.238103810697794 -29 205.51 209.709946 4.199951171875 17.639589846134186 -30 237.69 240.792557 3.1025543212890625 9.6258433165494353 -31 372.81 374.748138 1.938140869140625 3.7563900286331773 -32 349.87 352.201416 2.3314208984375 5.4355234056711197 -33 433 429.821716 3.17828369140625 10.101487223058939 +24 456.12 461.73187 5.61187744140625 31.493168417364359 +25 413.49 410.42047 3.06951904296875 9.4219471551477909 +26 235.38 226.34576 9.03424072265625 81.617505434900522 +27 476.59 473.50723 3.082763671875 9.5034318566322327 +28 360.71 358.21237 2.49761962890625 6.238103810697794 +29 205.51 209.70995 4.199951171875 17.639589846134186 +30 237.69 240.79256 3.1025543212890625 9.6258433165494353 +31 372.81 374.74814 1.938140869140625 3.7563900286331773 +32 349.87 352.20142 2.3314208984375 5.4355234056711197 +33 433 429.82172 3.17828369140625 10.101487223058939 34 537 541.5458 4.5457763671875 20.664082780480385 35 339.31 339.7508 0.4407958984375 0.19430102407932281 36 279.21 283.79892 4.58892822265625 21.05826223269105 -37 326.38 324.250977 2.1290283203125 4.5327615886926651 -38 501.43 499.065033 2.364959716796875 5.5930344620719552 +37 326.38 324.25098 2.1290283203125 4.5327615886926651 +38 501.43 499.06503 2.364959716796875 5.5930344620719552 39 486.78 484.7634 2.0166015625 4.0666818618774414 40 265.78 266.38327 0.603271484375 0.36393648386001587 41 638.26 645.6894 7.42938232421875 55.195721719413996 -42 439.78 442.052216 2.272216796875 5.162969172000885 +42 439.78 442.05222 2.272216796875 5.162969172000885 43 403.97 407.7912 3.821197509765625 14.601550408639014 -44 476.58 476.819824 0.239837646484375 0.057522096671164036 +44 476.58 476.81982 0.239837646484375 0.057522096671164036 45 324.73 329.1686 4.4385986328125 19.701157823204994 -46 155.52 152.405655 3.114349365234375 9.6991719687357545 -47 625.32 630.137756 4.8177490234375 23.210705652832985 -48 394.42 390.566742 3.853271484375 14.847701132297516 +46 155.52 152.40565 3.114349365234375 9.6991719687357545 +47 625.32 630.13776 4.8177490234375 23.210705652832985 +48 394.42 390.56674 3.853271484375 14.847701132297516 49 551.95 555.4268 3.476806640625 12.088184416294098 -50 378.13 380.802246 2.6722412109375 7.1408730894327164 +50 378.13 380.80225 2.6722412109375 7.1408730894327164 51 607.06 610.6877 3.627685546875 13.160102427005768 52 814.77 777.2688 37.501220703125 1406.3415542244911 53 658.94 655.5644 3.3756103515625 11.394745245575905 54 406.3 405.4421 0.857879638671875 0.73595747444778681 55 359.51 365.904 6.39398193359375 40.88300496712327 56 381.53 383.6162 2.086212158203125 4.3522811690345407 -57 351.27 353.250519 1.98052978515625 3.9224982298910618 -58 271.04 272.102325 1.06231689453125 1.1285171844065189 +57 351.27 353.25052 1.98052978515625 3.9224982298910618 +58 271.04 272.10233 1.06231689453125 1.1285171844065189 59 522.23 518.746 3.4840087890625 12.138317242264748 60 595.54 598.4608 2.92083740234375 8.5312911309301853 61 276.98 272.83548 4.14453125 17.177139282226562 -62 398.07 396.576752 1.493255615234375 2.2298123324289918 +62 398.07 396.57675 1.493255615234375 2.2298123324289918 63 565.44 565.3014 0.13861083984375 0.019212964922189713 -64 503.88 498.037842 5.8421630859375 34.130869522690773 +64 503.88 498.03784 5.8421630859375 34.130869522690773 65 278.21 275.2315 2.978485107421875 8.8713735351338983 -66 412.4 419.899323 7.49932861328125 56.239929649978876 +66 412.4 419.89932 7.49932861328125 56.239929649978876 67 392.53 391.14917 1.380828857421875 1.9066883334890008 -68 284.83 282.703674 2.126312255859375 4.5212038094177842 +68 284.83 282.70367 2.126312255859375 4.5212038094177842 69 342.33 348.5598 6.229827880859375 38.810755425132811 -70 319.81 327.203766 7.393768310546875 54.66780983004719 -71 465.97 462.617065 3.352935791015625 11.242178418673575 +70 319.81 327.20377 7.393768310546875 54.66780983004719 +71 465.97 462.61707 3.352935791015625 11.242178418673575 72 605.7 608.7913 3.09130859375 9.5561888217926025 -73 325.76 330.032623 4.272613525390625 18.255226337350905 -74 231.07 227.649658 3.42034912109375 11.698788110166788 -75 329.42 323.265533 6.15447998046875 37.877623829990625 -76 497.31 498.683533 1.37353515625 1.8865988254547119 -77 175.58 174.674332 0.905670166015625 0.82023844961076975 +73 325.76 330.03262 4.272613525390625 18.255226337350905 +74 231.07 227.64966 3.42034912109375 11.698788110166788 +75 329.42 323.26553 6.15447998046875 37.877623829990625 +76 497.31 498.68353 1.37353515625 1.8865988254547119 +77 175.58 174.67433 0.905670166015625 0.82023844961076975 78 611.68 613.9507 2.27069091796875 5.1560372449457645 -79 313.36 314.003418 0.6434326171875 0.41400553286075592 +79 313.36 314.00342 0.6434326171875 0.41400553286075592 80 523.49 521.8535 1.636474609375 2.6780491471290588 -81 405.43 412.945374 7.515380859375 56.480949461460114 -82 544.1 543.741638 0.35833740234375 0.12840569391846657 -83 557.92 548.920166 8.99981689453125 80.996704135090113 +81 405.43 412.94537 7.515380859375 56.480949461460114 +82 544.1 543.74164 0.35833740234375 0.12840569391846657 +83 557.92 548.92017 8.99981689453125 80.996704135090113 84 338.75 342.5408 3.790802001953125 14.37017981801182 -85 316.99 317.796478 0.806488037109375 0.65042295400053263 -86 381.21 380.944275 0.265716552734375 0.07060528639703989 -87 540.18 531.249939 8.9300537109375 79.745859280228615 -88 494.21 496.595642 2.385650634765625 5.6913289511576295 -89 507.79 507.410858 0.379150390625 0.14375501871109009 -90 315.69 314.245636 1.444366455078125 2.0861944565549493 -91 370.5 366.353363 4.146636962890625 17.194598102010787 +85 316.99 317.79648 0.806488037109375 0.65042295400053263 +86 381.21 380.94427 0.265716552734375 0.07060528639703989 +87 540.18 531.24994 8.9300537109375 79.745859280228615 +88 494.21 496.59564 2.385650634765625 5.6913289511576295 +89 507.79 507.41086 0.379150390625 0.14375501871109009 +90 315.69 314.24564 1.444366455078125 2.0861944565549493 +91 370.5 366.35336 4.146636962890625 17.194598102010787 92 254.02 253.76326 0.256744384765625 0.065917679108679295 93 599.81 600.4313 0.62127685546875 0.38598493114113808 94 538.19 536.0746 2.11541748046875 4.4749911166727543 -95 298.6 300.244537 1.64453125 2.7044830322265625 +95 298.6 300.24454 1.64453125 2.7044830322265625 96 603.69 595.7392 7.9508056640625 63.215310707688332 -97 274.36 265.120056 9.23992919921875 85.376291606575251 -98 164.33 169.490067 5.160064697265625 26.626267679966986 +97 274.36 265.12006 9.23992919921875 85.376291606575251 +98 164.33 169.49007 5.160064697265625 26.626267679966986 99 414.57 409.09726 5.472747802734375 29.95096851233393 -100 120.26 118.612091 1.6479110717773438 2.7156109004863538 +100 120.26 118.61209 1.6479110717773438 2.7156109004863538 101 210.75 213.7112 2.9611968994140625 8.7686870770994574 -102 519.61 518.671631 0.9383544921875 0.880509153008461 -103 204.42 197.841034 6.5789642333984375 43.28277038433589 -104 339.79 340.553284 0.763275146484375 0.58258894924074411 +102 519.61 518.67163 0.9383544921875 0.880509153008461 +103 204.42 197.84103 6.5789642333984375 43.28277038433589 +104 339.79 340.55328 0.763275146484375 0.58258894924074411 105 523.01 522.1477 0.8623046875 0.74356937408447266 106 372.35 371.3545 0.995513916015625 0.99104795698076487 -107 406.65 412.721619 6.071624755859375 36.864627175964415 -108 368.77 367.864044 0.90594482421875 0.82073602452874184 -109 400.39 401.999573 1.60955810546875 2.5906772948801517 -110 379.08 374.980377 4.099609375 16.806797027587891 -111 466.77 463.535126 3.23486328125 10.464340448379517 -112 195.44 193.705536 1.734466552734375 3.0083742225542665 -113 594.45 590.469238 3.98077392578125 15.846561048179865 -114 401.35 406.576416 5.226409912109375 27.315360569395125 -115 424.78 423.680145 1.099853515625 1.2096777558326721 -116 600.71 596.928467 3.78155517578125 14.300159547477961 -117 256.09 257.002716 0.9127197265625 0.83305729925632477 -118 242.38 238.548019 3.8319854736328125 14.68411267013289 -119 33.74 34.7082176 0.9682159423828125 0.93744211108423769 +107 406.65 412.72162 6.071624755859375 36.864627175964415 +108 368.77 367.86404 0.90594482421875 0.82073602452874184 +109 400.39 401.99957 1.60955810546875 2.5906772948801517 +110 379.08 374.98038 4.099609375 16.806797027587891 +111 466.77 463.53513 3.23486328125 10.464340448379517 +112 195.44 193.70554 1.734466552734375 3.0083742225542665 +113 594.45 590.46924 3.98077392578125 15.846561048179865 +114 401.35 406.57642 5.226409912109375 27.315360569395125 +115 424.78 423.68015 1.099853515625 1.2096777558326721 +116 600.71 596.92847 3.78155517578125 14.300159547477961 +117 256.09 257.00272 0.9127197265625 0.83305729925632477 +118 242.38 238.54802 3.8319854736328125 14.68411267013289 +119 33.74 34.708218 0.9682159423828125 0.93744211108423769 120 102.78 103.614586 0.83458709716796875 0.69653562275925651 121 443.92 444.8278 0.90777587890625 0.82405704632401466 -122 356.3 358.233582 1.93359375 3.7387847900390625 -123 435.75 446.218567 10.46856689453125 109.59089282527566 +122 356.3 358.23358 1.93359375 3.7387847900390625 +123 435.75 446.21857 10.46856689453125 109.59089282527566 124 211.81 200.2862 11.5238037109375 132.7980519682169 -125 518.87 515.858337 3.01165771484375 9.0700821913778782 +125 518.87 515.85834 3.01165771484375 9.0700821913778782 126 370.18 370.5857 0.40570068359375 0.16459304466843605 -127 430.06 426.003418 4.05657958984375 16.455837968736887 +127 430.06 426.00342 4.05657958984375 16.455837968736887 128 609.73 607.8321 1.89788818359375 3.6019795574247837 129 397.76 390.5086 7.25140380859375 52.582857195287943 -130 152.17 147.717682 4.4523162841796875 19.82312029437162 +130 152.17 147.71768 4.4523162841796875 19.82312029437162 131 329.71 334.3243 4.61431884765625 21.291938427835703 -132 375.37 381.774963 6.40496826171875 41.023618433624506 +132 375.37 381.77496 6.40496826171875 41.023618433624506 133 321.6 322.7192 1.11920166015625 1.2526123560965061 -134 362.22 366.307465 4.08746337890625 16.707356873899698 +134 362.22 366.30746 4.08746337890625 16.707356873899698 135 394.11 395.9377 1.827728271484375 3.3405906343832612 -136 556.66 557.926331 1.266357421875 1.6036611199378967 -137 363.91 365.245758 1.33575439453125 1.7842398025095463 -138 293.45 293.329224 0.12078857421875 0.014589879661798477 +136 556.66 557.92633 1.266357421875 1.6036611199378967 +137 363.91 365.24576 1.33575439453125 1.7842398025095463 +138 293.45 293.32922 0.12078857421875 0.014589879661798477 139 420.39 421.658 1.267974853515625 1.6077602291479707 140 218.78 222.4953 3.715301513671875 13.803465337492526 141 386.61 386.1913 0.418670654296875 0.17528511676937342 -142 411.14 421.168121 10.028106689453125 100.56292377505451 +142 411.14 421.16812 10.028106689453125 100.56292377505451 143 278.87 283.9422 5.07220458984375 25.727259401232004 -144 343.98 348.305267 4.32525634765625 18.707842472940683 +144 343.98 348.30527 4.32525634765625 18.707842472940683 145 384.31 384.5501 0.2401123046875 0.057653918862342834 146 176.88 176.256 0.6240081787109375 0.38938620709814131 147 429.99 428.7976 1.1923828125 1.4217767715454102 148 256.74 254.16745 2.572540283203125 6.6179635087028146 -149 185.8 183.476547 2.323455810546875 5.3984469035640359 -150 466.23 464.991425 1.23858642578125 1.5340963341295719 -151 221.42 222.388046 0.968048095703125 0.93711711559444666 -152 166.61 169.606445 2.9964447021484375 8.9786808530334383 -153 335.06 332.613281 2.44671630859375 5.9864206947386265 -154 342.29 339.705078 2.584930419921875 6.681865275837481 -155 253.24 251.429825 1.8101806640625 3.2767540365457535 -156 623.91 634.319458 10.40948486328125 108.35737511888146 -157 477.18 474.597717 2.582275390625 6.6681461930274963 +149 185.8 183.47655 2.323455810546875 5.3984469035640359 +150 466.23 464.99142 1.23858642578125 1.5340963341295719 +151 221.42 222.38805 0.968048095703125 0.93711711559444666 +152 166.61 169.60645 2.9964447021484375 8.9786808530334383 +153 335.06 332.61328 2.44671630859375 5.9864206947386265 +154 342.29 339.70508 2.584930419921875 6.681865275837481 +155 253.24 251.42982 1.8101806640625 3.2767540365457535 +156 623.91 634.31946 10.40948486328125 108.35737511888146 +157 477.18 474.59772 2.582275390625 6.6681461930274963 158 302.89 306.1107 3.220672607421875 10.372732044197619 159 414.89 424.305 9.41497802734375 88.64181125536561 -160 310.87 327.153351 16.283355712890625 265.14767327252775 -161 465.91 463.495636 2.41436767578125 5.8291712738573551 +160 310.87 327.15335 16.283355712890625 265.14767327252775 +161 465.91 463.49564 2.41436767578125 5.8291712738573551 162 137.98 133.3504 4.6295928955078125 21.433130378136411 163 570.41 576.4735 6.06353759765625 36.766488198190928 -164 266.5 263.034882 3.465118408203125 12.007045582868159 +164 266.5 263.03488 3.465118408203125 12.007045582868159 165 295.17 295.74295 0.57293701171875 0.32825681939721107 -166 53.59 61.0437622 7.4537620544433594 55.558568764259689 -167 365.17 363.824432 1.3455810546875 1.8105883747339249 +166 53.59 61.043762 7.4537620544433594 55.558568764259689 +167 365.17 363.82443 1.3455810546875 1.8105883747339249 168 133.92 133.83374 0.0862579345703125 0.0074404312763363123 -169 463.16 459.806976 3.35302734375 11.242792367935181 -170 329.91 331.660248 1.750244140625 3.0633545517921448 -171 351.11 346.933746 4.176239013671875 17.440972299315035 +169 463.16 459.80698 3.35302734375 11.242792367935181 +170 329.91 331.66025 1.750244140625 3.0633545517921448 +171 351.11 346.93375 4.176239013671875 17.440972299315035 172 631.85 633.1236 1.27362060546875 1.6221094466745853 -173 292.06 292.777069 0.717071533203125 0.5141915837302804 -174 397.85 399.610474 1.760467529296875 3.0992459217086434 -175 265.37 265.509369 0.139373779296875 0.019425050355494022 -176 240.33 235.331253 4.998748779296875 24.987489358521998 -177 582.54 583.705139 1.1651611328125 1.3576004654169083 +173 292.06 292.77707 0.717071533203125 0.5141915837302804 +174 397.85 399.61047 1.760467529296875 3.0992459217086434 +175 265.37 265.50937 0.139373779296875 0.019425050355494022 +176 240.33 235.33125 4.998748779296875 24.987489358521998 +177 582.54 583.70514 1.1651611328125 1.3576004654169083 178 587.8 589.734 1.93402099609375 3.740437213331461 -179 286.32 285.780121 0.539886474609375 0.29147740546613932 +179 286.32 285.78012 0.539886474609375 0.29147740546613932 180 201.54 208.10379 6.5637969970703125 43.083431018749252 181 564.53 556.7558 7.77423095703125 60.438666973263025 182 356.48 350.9771 5.502899169921875 30.281899274326861 183 550.32 537.4962 12.82379150390625 164.44962853565812 -184 357.32 363.214935 5.894927978515625 34.750175871886313 +184 357.32 363.21494 5.894927978515625 34.750175871886313 185 378.04 374.50528 3.53472900390625 12.49430913105607 -186 323.63 329.402832 5.7728271484375 33.325533285737038 +186 323.63 329.40283 5.7728271484375 33.325533285737038 187 416.69 417.81485 1.124847412109375 1.2652817005291581 188 525.72 521.4678 4.252197265625 18.081181585788727 189 522.62 522.8578 0.23779296875 0.056545495986938477 -190 127.23 128.915329 1.6853256225585938 2.8403224540525116 +190 127.23 128.91533 1.6853256225585938 2.8403224540525116 191 354.44 355.0101 0.570098876953125 0.32501272950321436 -192 428.4 425.080261 3.319732666015625 11.020624973811209 -193 320.63 316.952881 3.6771240234375 13.521241083741188 +192 428.4 425.08026 3.319732666015625 11.020624973811209 +193 320.63 316.95288 3.6771240234375 13.521241083741188 194 372 370.9833 1.016693115234375 1.0336648905649781 -195 493.81 496.790833 2.9808349609375 8.8853770643472672 -196 366.61 364.488861 2.121124267578125 4.4991681585088372 +195 493.81 496.79083 2.9808349609375 8.8853770643472672 +196 366.61 364.48886 2.121124267578125 4.4991681585088372 197 545.18 552.6655 7.48553466796875 56.033229265362024 -198 419.62 421.143433 1.5234375 2.32086181640625 +198 419.62 421.14343 1.5234375 2.32086181640625 199 277.7 269.3237 8.376312255859375 70.162607007659972 200 520.73 522.2479 1.5179443359375 2.3041550070047379 -201 473.99 478.935852 4.94586181640625 24.461549106985331 -202 599.88 599.318542 0.56146240234375 0.31524002924561501 +201 473.99 478.93585 4.94586181640625 24.461549106985331 +202 599.88 599.31854 0.56146240234375 0.31524002924561501 203 359.97 359.1246 0.84539794921875 0.7146976925432682 -204 350.02 346.890472 3.1295166015625 9.7938741594552994 -205 373.22 374.334961 1.114959716796875 1.2431351700797677 +204 350.02 346.89047 3.1295166015625 9.7938741594552994 +205 373.22 374.33496 1.114959716796875 1.2431351700797677 206 409.47 409.7933 0.32330322265625 0.10452497377991676 207 578.94 583.6916 4.7515869140625 22.577578201889992 -208 451.81 456.946838 5.1368408203125 26.387133613228798 +208 451.81 456.94684 5.1368408203125 26.387133613228798 209 338.91 341.9607 3.050689697265625 9.3067076290026307 -210 402.47 401.906372 0.563629150390625 0.31767781917005777 +210 402.47 401.90637 0.563629150390625 0.31767781917005777 211 70.4 73.06616 2.6661605834960938 7.1084122569882311 212 581.8 582.547 0.74700927734375 0.55802286043763161 -213 451.97 453.265564 1.295562744140625 1.6784828240051866 +213 451.97 453.26556 1.295562744140625 1.6784828240051866 214 535.65 535.6066 0.04339599609375 0.0018832124769687653 215 341.29 349.8035 8.51348876953125 72.479491028934717 -216 29.14 36.7801552 7.6401557922363281 58.371980529642315 +216 29.14 36.780155 7.6401557922363281 58.371980529642315 217 207.41 208.93692 1.52691650390625 2.3314740099012852 218 225.92 223.1571 2.7628936767578125 7.6335814690683037 219 397.29 392.2622 5.027801513671875 25.278788060881197 220 538.11 537.8904 0.2196044921875 0.048226132988929749 -221 160.12 160.415878 0.2958831787109375 0.087546855444088578 -222 456.59 460.130981 3.540985107421875 12.538575530983508 -223 288.84 281.263153 7.57684326171875 57.408553812652826 -224 573.66 576.083862 2.42388916015625 5.875238660722971 -225 330.02 333.517639 3.497650146484375 12.23355654720217 -226 197.4 194.289459 3.11053466796875 9.6754259206354618 -227 231.72 234.716766 2.99676513671875 8.9806012846529484 -228 320.12 318.717377 1.402618408203125 1.9673383990302682 -229 144.21 141.322617 2.88739013671875 8.3370218016207218 -230 249.61 247.909576 1.7004241943359375 2.8914424406830221 +221 160.12 160.41588 0.2958831787109375 0.087546855444088578 +222 456.59 460.13098 3.540985107421875 12.538575530983508 +223 288.84 281.26315 7.57684326171875 57.408553812652826 +224 573.66 576.08386 2.42388916015625 5.875238660722971 +225 330.02 333.51764 3.497650146484375 12.23355654720217 +226 197.4 194.28946 3.11053466796875 9.6754259206354618 +227 231.72 234.71677 2.99676513671875 8.9806012846529484 +228 320.12 318.71738 1.402618408203125 1.9673383990302682 +229 144.21 141.32262 2.88739013671875 8.3370218016207218 +230 249.61 247.90958 1.7004241943359375 2.8914424406830221 231 469.25 467.8865 1.363494873046875 1.8591182688251138 232 371.53 375.9365 4.406494140625 19.417190611362457 -233 451.7 451.895782 0.195770263671875 0.03832599613815546 +233 451.7 451.89578 0.195770263671875 0.03832599613815546 234 430.73 431.08847 0.35845947265625 0.12849319353699684 -235 188.62 185.110687 3.509307861328125 12.315241665579379 -236 235.78 239.364441 3.584442138671875 12.848225445486605 -237 396.81 393.950623 2.859375 8.176025390625 -238 424.23 421.304016 2.925994873046875 8.5614459970965981 -239 465.54 465.474976 0.065032958984375 0.004229285754263401 -240 256.29 253.150635 3.139373779296875 9.855667726136744 -241 161.32 158.883133 2.4368743896484375 5.9383567909244448 -242 251.1 257.147766 6.047760009765625 36.575401135720313 -243 368.25 370.793182 2.543182373046875 6.4677765825763345 +235 188.62 185.11069 3.509307861328125 12.315241665579379 +236 235.78 239.36444 3.584442138671875 12.848225445486605 +237 396.81 393.95062 2.859375 8.176025390625 +238 424.23 421.30402 2.925994873046875 8.5614459970965981 +239 465.54 465.47498 0.065032958984375 0.004229285754263401 +240 256.29 253.15063 3.139373779296875 9.855667726136744 +241 161.32 158.88313 2.4368743896484375 5.9383567909244448 +242 251.1 257.14777 6.047760009765625 36.575401135720313 +243 368.25 370.79318 2.543182373046875 6.4677765825763345 244 643.52 645.3279 1.807861328125 3.2683625817298889 245 353.06 356.1863 3.126312255859375 9.7738283211365342 -246 362.88 371.511963 8.6319580078125 74.510699048638344 -247 430.27 426.520844 3.7491455078125 14.056092038750648 -248 355.19 360.652771 5.4627685546875 29.841840282082558 -249 300.71 299.635284 1.07470703125 1.1549952030181885 +246 362.88 371.51196 8.6319580078125 74.510699048638344 +247 430.27 426.52084 3.7491455078125 14.056092038750648 +248 355.19 360.65277 5.4627685546875 29.841840282082558 +249 300.71 299.63528 1.07470703125 1.1549952030181885 250 548.8 554.4425 5.64251708984375 31.837999109178782 251 201.68 196.7529 4.927093505859375 24.276250415481627 252 632.92 628.0144 4.90557861328125 24.064701531082392 -253 442.46 440.858063 1.6019287109375 2.5661755949258804 -254 403.58 405.513184 1.933197021484375 3.7372507238760591 +253 442.46 440.85806 1.6019287109375 2.5661755949258804 +254 403.58 405.51318 1.933197021484375 3.7372507238760591 255 485.05 483.7542 1.2957763671875 1.6790363937616348 256 444.52 441.64566 2.87432861328125 8.2617649771273136 -257 391.36 393.522644 2.16265869140625 4.6770926155149937 -258 460.31 457.700165 2.609832763671875 6.8112270543351769 +257 391.36 393.52264 2.16265869140625 4.6770926155149937 +258 460.31 457.70016 2.609832763671875 6.8112270543351769 259 499.14 496.9051 2.23492431640625 4.9948867000639439 -260 519.45 521.127441 1.67742919921875 2.8137687183916569 +260 519.45 521.12744 1.67742919921875 2.8137687183916569 261 244.49 248.31041 3.820404052734375 14.595487126149237 -262 447.03 450.748749 3.71875 13.8291015625 -263 245.69 249.735138 4.045135498046875 16.363121197558939 +262 447.03 450.74875 3.71875 13.8291015625 +263 245.69 249.73514 4.045135498046875 16.363121197558939 264 446.74 446.5749 0.16510009765625 0.027258042246103287 -265 494.44 491.128723 3.311279296875 10.964570581912994 -266 377.57 376.187775 1.382232666015625 1.9105671430006623 -267 557.56 558.683655 1.1236572265625 1.2626055628061295 +265 494.44 491.12872 3.311279296875 10.964570581912994 +266 377.57 376.18777 1.382232666015625 1.9105671430006623 +267 557.56 558.68365 1.1236572265625 1.2626055628061295 268 506.71 517.4891 10.779083251953125 116.18863575253636 269 465.86 467.1461 1.286102294921875 1.6540591130033135 -270 347.9 343.925842 3.974151611328125 15.793881029821932 -271 368.55 370.746277 2.1962890625 4.8236856460571289 -272 743.72 740.933533 2.78643798828125 7.7642366625368595 -273 117.89 121.298943 3.4089431762695312 11.6208935790346 -274 398.76 396.290131 2.469879150390625 6.1003030175343156 +270 347.9 343.92584 3.974151611328125 15.793881029821932 +271 368.55 370.74628 2.1962890625 4.8236856460571289 +272 743.72 740.93353 2.78643798828125 7.7642366625368595 +273 117.89 121.29894 3.4089431762695312 11.6208935790346 +274 398.76 396.29013 2.469879150390625 6.1003030175343156 275 427.84 428.504 0.66400146484375 0.44089794531464577 -276 211.26 213.637848 2.3778533935546875 5.6541867612395436 -277 477.96 477.878479 0.081512451171875 0.0066442796960473061 +276 211.26 213.63785 2.3778533935546875 5.6541867612395436 +277 477.96 477.87848 0.081512451171875 0.0066442796960473061 278 195.99 196.9066 0.916595458984375 0.84014723543077707 -279 396.87 399.976746 3.10675048828125 9.6518985964357853 -280 414.67 414.099182 0.570831298828125 0.32584837172180414 +279 396.87 399.97675 3.10675048828125 9.6518985964357853 +280 414.67 414.09918 0.570831298828125 0.32584837172180414 281 332.09 332.0963 0.006317138671875 3.9906240999698639E-05 -282 430.75 432.824554 2.074554443359375 4.3037761384621263 -283 283.59 286.276764 2.686767578125 7.218720018863678 -284 435.84 437.019653 1.179656982421875 1.3915905961766839 -285 247.75 252.261612 4.5116119384765625 20.354642283404246 -286 389.29 388.044159 1.245849609375 1.5521412491798401 -287 474.79 474.024963 0.765045166015625 0.58529410604387522 +282 430.75 432.82455 2.074554443359375 4.3037761384621263 +283 283.59 286.27676 2.686767578125 7.218720018863678 +284 435.84 437.01965 1.179656982421875 1.3915905961766839 +285 247.75 252.26161 4.5116119384765625 20.354642283404246 +286 389.29 388.04416 1.245849609375 1.5521412491798401 +287 474.79 474.02496 0.765045166015625 0.58529410604387522 288 302.89 304.96875 2.0787353515625 4.3211406618356705 -289 314.35 313.317535 1.032470703125 1.0659957528114319 -290 480.87 485.815033 4.945037841796875 24.453399256803095 -291 478.9 477.138977 1.761016845703125 3.101180330850184 -292 485.49 481.613037 3.876953125 15.030765533447266 +289 314.35 313.31754 1.032470703125 1.0659957528114319 +290 480.87 485.81503 4.945037841796875 24.453399256803095 +291 478.9 477.13898 1.761016845703125 3.101180330850184 +292 485.49 481.61304 3.876953125 15.030765533447266 293 448.7 452.7966 4.096588134765625 16.782034345902503 294 468.38 465.3654 3.014617919921875 9.0879212031140924 295 239.93 229.63916 10.29083251953125 105.90123394504189 -296 278.47 289.092865 10.62286376953125 112.84523466601968 -297 175.46 176.171432 0.71142578125 0.50612664222717285 -298 375.75 373.036133 2.7138671875 7.3650751113891602 -299 497.29 495.856384 1.433624267578125 2.0552785405889153 -300 400.64 401.346039 0.706024169921875 0.49847012851387262 -301 329.18 331.260071 2.080078125 4.3267250061035156 -302 501.4 502.395569 0.995574951171875 0.99116948340088129 +296 278.47 289.09286 10.62286376953125 112.84523466601968 +297 175.46 176.17143 0.71142578125 0.50612664222717285 +298 375.75 373.03613 2.7138671875 7.3650751113891602 +299 497.29 495.85638 1.433624267578125 2.0552785405889153 +300 400.64 401.34604 0.706024169921875 0.49847012851387262 +301 329.18 331.26007 2.080078125 4.3267250061035156 +302 501.4 502.39557 0.995574951171875 0.99116948340088129 303 437.39 439.9845 2.594482421875 6.7313390374183655 304 724.39 725.3512 0.961181640625 0.92387014627456665 -305 323.71 326.806183 3.09619140625 9.5864012241363525 +305 323.71 326.80618 3.09619140625 9.5864012241363525 306 759.8 717.3307 42.46929931640625 1803.6413844265044 -307 475.94 474.490265 1.449737548828125 2.1017389604821801 +307 475.94 474.49026 1.449737548828125 2.1017389604821801 308 588.22 599.2059 10.98590087890625 120.69001812115312 -309 595.04 595.947937 0.907958984375 0.82438951730728149 +309 595.04 595.94794 0.907958984375 0.82438951730728149 310 443.31 445.4131 2.10308837890625 4.4229807294905186 -311 353.34 349.401642 3.9383544921875 15.510636106133461 -312 476.14 470.376556 5.763458251953125 33.217451022006571 +311 353.34 349.40164 3.9383544921875 15.510636106133461 +312 476.14 470.37656 5.763458251953125 33.217451022006571 313 371.69 371.031 0.65899658203125 0.43427649512887001 314 391.02 387.7967 3.223297119140625 10.389644318260252 315 0 13.31234 13.312339782714844 177.21839049045229 -316 362.01 363.372467 1.362457275390625 1.8562898272648454 -317 247.3 252.237045 4.937042236328125 24.374386043287814 -318 364.18 360.766083 3.413909912109375 11.654780887998641 +316 362.01 363.37247 1.362457275390625 1.8562898272648454 +317 247.3 252.23705 4.937042236328125 24.374386043287814 +318 364.18 360.76608 3.413909912109375 11.654780887998641 319 333.75 334.6167 0.86669921875 0.75116753578186035 -320 188.21 192.444687 4.23468017578125 17.932516191154718 -321 184.42 175.902908 8.51708984375 72.540819406509399 -322 636.37 635.671936 0.69805908203125 0.48728648200631142 +320 188.21 192.44469 4.23468017578125 17.932516191154718 +321 184.42 175.90291 8.51708984375 72.540819406509399 +322 636.37 635.67194 0.69805908203125 0.48728648200631142 323 433.32 427.2338 6.086212158203125 37.041978434659541 324 396.5 397.815 1.31500244140625 1.729231420904398 -325 426.49 427.406952 0.916961669921875 0.84081870410591364 -326 271.74 271.658875 0.08111572265625 0.0065797604620456696 -327 98.05 120.957268 22.907264709472656 524.74277646985138 -328 478.4 479.309631 0.909637451171875 0.82744029257446527 +325 426.49 427.40695 0.916961669921875 0.84081870410591364 +326 271.74 271.65887 0.08111572265625 0.0065797604620456696 +327 98.05 120.95727 22.907264709472656 524.74277646985138 +328 478.4 479.30963 0.909637451171875 0.82744029257446527 329 424.76 436.6785 11.918487548828125 142.05034545157105 330 508.86 508.2961 0.563873291015625 0.31795308832079172 331 99.39 112.9598 13.569801330566406 184.13950815104181 -332 435.84 443.968018 8.128021240234375 66.064729281701148 -333 222.87 223.691116 0.8211212158203125 0.67424005107022822 -334 441.84 441.111023 0.728973388671875 0.53140220139175653 -335 373.57 370.805084 2.764923095703125 7.6447997251525521 -336 302.57 298.158569 4.41143798828125 19.460785124450922 +332 435.84 443.96802 8.128021240234375 66.064729281701148 +333 222.87 223.69112 0.8211212158203125 0.67424005107022822 +334 441.84 441.11102 0.728973388671875 0.53140220139175653 +335 373.57 370.80508 2.764923095703125 7.6447997251525521 +336 302.57 298.15857 4.41143798828125 19.460785124450922 337 681.23 697.3337 16.10369873046875 259.32911280170083 338 533.49 536.82196 3.33197021484375 11.102025512605906 -339 265.55 260.600281 4.94970703125 24.499599695205688 +339 265.55 260.60028 4.94970703125 24.499599695205688 340 128.89 123.663574 5.2264251708984375 27.315520067000762 341 403.78 399.1207 4.6593017578125 21.709092870354652 342 442.17 442.0789 0.09112548828125 0.0083038546144962311 -343 153.13 147.169388 5.9606170654296875 35.52895580069162 -344 194.78 194.320145 0.4598541259765625 0.21146581717766821 +343 153.13 147.16939 5.9606170654296875 35.52895580069162 +344 194.78 194.32014 0.4598541259765625 0.21146581717766821 345 177.79 168.2653 9.524688720703125 90.719695226289332 346 449.69 448.8301 0.859893798828125 0.73941734526306391 -347 178.24 176.444672 1.7953338623046875 3.2232236771378666 +347 178.24 176.44467 1.7953338623046875 3.2232236771378666 348 553.2 555.6268 2.4267578125 5.8891534805297852 -349 455.21 451.049133 4.160858154296875 17.312740580178797 -350 513.66 506.344635 7.315338134765625 53.514172025956213 -351 367.79 369.041626 1.251617431640625 1.5665461951866746 +349 455.21 451.04913 4.160858154296875 17.312740580178797 +350 513.66 506.34464 7.315338134765625 53.514172025956213 +351 367.79 369.04163 1.251617431640625 1.5665461951866746 352 320.48 319.63385 0.846160888671875 0.71598824951797724 353 523.8 523.8234 0.0234375 0.00054931640625 -354 482.38 486.475464 4.095458984375 16.772784292697906 -355 389.01 387.062561 1.94744873046875 3.7925565578043461 -356 322.72 319.903473 2.8165283203125 7.9328317791223526 -357 317.61 318.422424 0.81243896484375 0.66005707159638405 +354 482.38 486.47546 4.095458984375 16.772784292697906 +355 389.01 387.06256 1.94744873046875 3.7925565578043461 +356 322.72 319.90347 2.8165283203125 7.9328317791223526 +357 317.61 318.42242 0.81243896484375 0.66005707159638405 358 503.57 505.6826 2.112579345703125 4.4629914918914437 359 686.9 679.9669 6.93310546875 48.067951440811157 360 537.48 539.0607 1.58074951171875 2.4987690187990665 -361 451.83 447.611023 4.218963623046875 17.799654052592814 -362 346.62 344.964722 1.6552734375 2.7399301528930664 +361 451.83 447.61102 4.218963623046875 17.799654052592814 +362 346.62 344.96472 1.6552734375 2.7399301528930664 363 376.25 378.5035 2.253509521484375 5.0783051634207368 -364 244.16 248.775543 4.61553955078125 21.303205344825983 +364 244.16 248.77554 4.61553955078125 21.303205344825983 365 357.16 359.7213 2.561309814453125 6.5603079656139016 -366 480.98 476.297546 4.682464599609375 21.925474726594985 +366 480.98 476.29755 4.682464599609375 21.925474726594985 367 304.97 307.1857 2.2156982421875 4.9093187004327774 -368 100.54 103.469437 2.9294357299804688 8.5815936960862018 -369 503.76 494.848053 8.911956787109375 79.422973775304854 -370 288.54 287.995148 0.54486083984375 0.29687333479523659 +368 100.54 103.46944 2.9294357299804688 8.5815936960862018 +369 503.76 494.84805 8.911956787109375 79.422973775304854 +370 288.54 287.99515 0.54486083984375 0.29687333479523659 371 255.38 263.0313 7.65130615234375 58.54248583689332 -372 458.9 456.690979 2.209014892578125 4.8797467956319451 +372 458.9 456.69098 2.209014892578125 4.8797467956319451 373 318.17 315.7956 2.374420166015625 5.6378711247816682 -374 466.28 462.752258 3.527740478515625 12.444952883757651 -375 403.98 398.289246 5.690765380859375 32.384810619987547 -376 525.67 522.391235 3.27874755859375 10.750185552984476 -377 456.76 451.756622 5.003387451171875 25.033885986544192 -378 285.71 281.910583 3.799407958984375 14.435500838793814 -379 384.26 382.456268 1.803741455078125 3.2534832367673516 -380 477.25 477.712555 0.462554931640625 0.21395706478506327 +374 466.28 462.75226 3.527740478515625 12.444952883757651 +375 403.98 398.28925 5.690765380859375 32.384810619987547 +376 525.67 522.39124 3.27874755859375 10.750185552984476 +377 456.76 451.75662 5.003387451171875 25.033885986544192 +378 285.71 281.91058 3.799407958984375 14.435500838793814 +379 384.26 382.45627 1.803741455078125 3.2534832367673516 +380 477.25 477.71255 0.462554931640625 0.21395706478506327 381 134.62 128.3501 6.2698974609375 39.311614170670509 382 189.03 188.389 0.6409912109375 0.41086973249912262 383 393.98 392.478 1.50201416015625 2.256046537309885 -384 355.24 361.066376 5.826385498046875 33.946767971850932 +384 355.24 361.06638 5.826385498046875 33.946767971850932 385 516.48 518.0811 1.60113525390625 2.5636341013014317 -386 302.84 298.368835 4.471160888671875 19.991279692389071 -387 463.9 457.567474 6.33251953125 40.10080361366272 -388 263.28 265.753967 2.473968505859375 6.1205201679840684 +386 302.84 298.36884 4.471160888671875 19.991279692389071 +387 463.9 457.56747 6.33251953125 40.10080361366272 +388 263.28 265.75397 2.473968505859375 6.1205201679840684 389 522.8 528.7401 5.94012451171875 35.285079214721918 -390 483.43 481.170227 2.259765625 5.1065406799316406 +390 483.43 481.17023 2.259765625 5.1065406799316406 391 532.85 532.025 0.824951171875 0.68054443597793579 -392 234.17 223.938171 10.231826782226562 104.69027930148877 +392 234.17 223.93817 10.231826782226562 104.69027930148877 393 656 664.1993 8.19927978515625 67.228188995271921 -394 574.2 574.269043 0.06903076171875 0.0047652460634708405 -395 446.25 445.198639 1.051361083984375 1.1053601289168 +394 574.2 574.26904 0.06903076171875 0.0047652460634708405 +395 446.25 445.19864 1.051361083984375 1.1053601289168 396 311.71 314.7436 3.033599853515625 9.2027280712500215 -397 358.82 359.545715 0.7257080078125 0.52665211260318756 -398 278.19 279.929352 1.739349365234375 3.0253362143412232 +397 358.82 359.54572 0.7257080078125 0.52665211260318756 +398 278.19 279.92935 1.739349365234375 3.0253362143412232 399 172.91 167.04718 5.862823486328125 34.37269923184067 -400 207.26 207.722183 0.462188720703125 0.21361841354519129 -401 456.08 458.483459 2.403472900390625 5.7766819829121232 -402 498.98 504.659546 5.679534912109375 32.257116817869246 -403 107.07 106.421547 0.6484527587890625 0.42049098038114607 -404 115.82 118.693291 2.873291015625 8.255801260471344 -405 332.09 331.367645 0.72235107421875 0.52179107442498207 -406 482.79 481.108368 1.681640625 2.8279151916503906 -407 200.21 195.980286 4.2297210693359375 17.890540324384347 +400 207.26 207.72218 0.462188720703125 0.21361841354519129 +401 456.08 458.48346 2.403472900390625 5.7766819829121232 +402 498.98 504.65955 5.679534912109375 32.257116817869246 +403 107.07 106.42155 0.6484527587890625 0.42049098038114607 +404 115.82 118.69329 2.873291015625 8.255801260471344 +405 332.09 331.36765 0.72235107421875 0.52179107442498207 +406 482.79 481.10837 1.681640625 2.8279151916503906 +407 200.21 195.98029 4.2297210693359375 17.890540324384347 408 330.84 327.3227 3.517303466796875 12.371423677541316 -409 329.31 328.018066 1.29193115234375 1.6690861023962498 +409 329.31 328.01807 1.29193115234375 1.6690861023962498 410 435.98 435.4265 0.553497314453125 0.30635927710682154 411 371.85 372.9509 1.10089111328125 1.21196124330163 412 487.32 487.7055 0.385498046875 0.1486087441444397 -413 352.21 355.784058 3.574066162109375 12.773948931135237 +413 352.21 355.78406 3.574066162109375 12.773948931135237 414 311.18 309.6661 1.513885498046875 2.2918493011966348 415 344.17 344.1583 0.01171875 0.0001373291015625 -416 146.42 146.344955 0.075042724609375 0.0056314105167984962 -417 209.91 218.203552 8.293548583984375 68.782948114909232 -418 670.07 667.227539 2.84246826171875 8.0796258188784122 -419 278.2 279.755066 1.5550537109375 2.4181920439004898 +416 146.42 146.34496 0.075042724609375 0.0056314105167984962 +417 209.91 218.20355 8.293548583984375 68.782948114909232 +418 670.07 667.22754 2.84246826171875 8.0796258188784122 +419 278.2 279.75507 1.5550537109375 2.4181920439004898 420 428.66 426.1744 2.485595703125 6.1781859993934631 421 525.08 525.98 0.89996337890625 0.80993408337235451 422 470.31 469.8104 0.499603271484375 0.24960342887789011 423 475.06 475.4623 0.402313232421875 0.16185593698173761 -424 385.98 388.666229 2.68621826171875 7.2157685495913029 -425 395.19 406.476776 11.286773681640625 127.39126014057547 +424 385.98 388.66623 2.68621826171875 7.2157685495913029 +425 395.19 406.47678 11.286773681640625 127.39126014057547 426 524.57 521.9908 2.5792236328125 6.6523945480585098 -427 361.7 361.053345 0.64666748046875 0.41817883029580116 -428 423.32 416.273132 7.046875 49.658447265625 -429 477.74 475.123077 2.616912841796875 6.8482328215613961 -430 425.15 420.912323 4.2376708984375 17.957854643464088 +427 361.7 361.05334 0.64666748046875 0.41817883029580116 +428 423.32 416.27313 7.046875 49.658447265625 +429 477.74 475.12308 2.616912841796875 6.8482328215613961 +430 425.15 420.91232 4.2376708984375 17.957854643464088 431 584.48 575.91 8.57000732421875 73.445025537163019 432 163.64 166.73909 3.099090576171875 9.6043623993173242 -433 297.62 294.080048 3.539947509765625 12.53122837189585 -434 360.32 359.061737 1.258270263671875 1.5832440564408898 -435 302.4 299.775726 2.624267578125 6.886780321598053 +433 297.62 294.08005 3.539947509765625 12.53122837189585 +434 360.32 359.06174 1.258270263671875 1.5832440564408898 +435 302.4 299.77573 2.624267578125 6.886780321598053 436 356.64 356.8304 0.190399169921875 0.03625184390693903 -437 143.74 147.674591 3.9345855712890625 15.480963617796078 -438 458.22 459.984955 1.76495361328125 3.1150612570345402 -439 215.28 214.958817 0.3211822509765625 0.10315803834237158 +437 143.74 147.67459 3.9345855712890625 15.480963617796078 +438 458.22 459.98495 1.76495361328125 3.1150612570345402 +439 215.28 214.95882 0.3211822509765625 0.10315803834237158 440 528.99 532.1157 3.125732421875 9.770203173160553 441 352.24 355.875 3.635009765625 13.213295996189117 442 557.05 556.6864 0.36358642578125 0.13219508901238441 443 558.65 563.9403 5.290283203125 27.98709636926651 444 318.45 321.0522 2.6021728515625 6.7713035494089127 -445 488.3 482.534332 5.765655517578125 33.242783547379076 -446 334.38 338.408142 4.02813720703125 16.225889358669519 -447 398.83 395.730652 3.099334716796875 9.6058756867423654 -448 623.08 629.198364 6.11834716796875 37.434172067791224 -449 713.95 706.856445 7.09356689453125 50.318691287189722 -450 379.64 381.976471 2.336456298828125 5.4590280363336205 +445 488.3 482.53433 5.765655517578125 33.242783547379076 +446 334.38 338.40814 4.02813720703125 16.225889358669519 +447 398.83 395.73065 3.099334716796875 9.6058756867423654 +448 623.08 629.19836 6.11834716796875 37.434172067791224 +449 713.95 706.85645 7.09356689453125 50.318691287189722 +450 379.64 381.97647 2.336456298828125 5.4590280363336205 451 471.12 472.8267 1.706695556640625 2.9128097230568528 452 228.99 230.2249 1.234893798828125 1.5249626943841577 -453 400.13 396.993622 3.136383056640625 9.8368986779823899 -454 365.24 364.087158 1.15283203125 1.329021692276001 -455 285.59 287.288483 1.698486328125 2.8848558068275452 +453 400.13 396.99362 3.136383056640625 9.8368986779823899 +454 365.24 364.08716 1.15283203125 1.329021692276001 +455 285.59 287.28848 1.698486328125 2.8848558068275452 456 529.54 528.1437 1.39630126953125 1.9496572352945805 -457 375.76 371.180664 4.579345703125 20.970407068729401 +457 375.76 371.18066 4.579345703125 20.970407068729401 458 497.96 504.5354 6.575408935546875 43.236002669669688 -459 318.93 319.464722 0.53472900390625 0.28593510761857033 -460 354.93 354.854462 0.075531005859375 0.0057049328461289406 -461 216.48 211.869461 4.61053466796875 21.257029924541712 +459 318.93 319.46472 0.53472900390625 0.28593510761857033 +460 354.93 354.85446 0.075531005859375 0.0057049328461289406 +461 216.48 211.86946 4.61053466796875 21.257029924541712 462 628.67 628.6365 0.03350830078125 0.0011228062212467194 -463 139.13 136.137573 2.992431640625 8.9546471238136292 -464 330.37 335.718231 5.348236083984375 28.603629210032523 +463 139.13 136.13757 2.992431640625 8.9546471238136292 +464 330.37 335.71823 5.348236083984375 28.603629210032523 465 275.41 276.5683 1.158294677734375 1.3416465604677796 -466 394.16 397.966827 3.80682373046875 14.49190691486001 -467 290.7 287.675659 3.02435302734375 9.1467112340033054 +466 394.16 397.96683 3.80682373046875 14.49190691486001 +467 290.7 287.67566 3.02435302734375 9.1467112340033054 468 340.51 343.1547 2.644683837890625 6.9943526023998857 469 223.11 224.4064 1.2964019775390625 1.6806580873671919 -470 476.82 475.406738 1.41326904296875 1.9973293878138065 -471 419.49 423.270172 3.780181884765625 14.289775081910193 -472 335.12 338.414673 3.294677734375 10.854901373386383 +470 476.82 475.40674 1.41326904296875 1.9973293878138065 +471 419.49 423.27017 3.780181884765625 14.289775081910193 +472 335.12 338.41467 3.294677734375 10.854901373386383 473 570.17 573.6662 3.4962158203125 12.223525062203407 -474 415.01 413.752563 1.2574462890625 1.5811711698770523 -475 185.79 188.848618 3.058624267578125 9.3551824102178216 +474 415.01 413.75256 1.2574462890625 1.5811711698770523 +475 185.79 188.84862 3.058624267578125 9.3551824102178216 476 298.86 301.4117 2.551727294921875 6.5113121876493096 477 317.85 323.4828 5.632781982421875 31.728232861496508 -478 442.16 434.387756 7.772247314453125 60.407828317023814 -479 329.43 323.408173 6.021820068359375 36.262316935695708 +478 442.16 434.38776 7.772247314453125 60.407828317023814 +479 329.43 323.40817 6.021820068359375 36.262316935695708 480 405.09 405.4084 0.318389892578125 0.10137212369590998 -481 246.03 242.381775 3.648223876953125 13.30953745637089 +481 246.03 242.38177 3.648223876953125 13.30953745637089 482 421.97 420.7866 1.18341064453125 1.4004607535898685 -483 212.58 213.636948 1.05694580078125 1.1171344257891178 -484 457.58 457.615021 0.0350341796875 0.0012273937463760376 -485 564.95 566.227051 1.27703857421875 1.6308275200426579 +483 212.58 213.63695 1.05694580078125 1.1171344257891178 +484 457.58 457.61502 0.0350341796875 0.0012273937463760376 +485 564.95 566.22705 1.27703857421875 1.6308275200426579 486 325.87 328.6657 2.79571533203125 7.8160242177546024 -487 401.24 403.496368 2.256378173828125 5.0912424633279443 -488 320.13 321.639954 1.50994873046875 2.2799451686441898 +487 401.24 403.49637 2.256378173828125 5.0912424633279443 +488 320.13 321.63995 1.50994873046875 2.2799451686441898 489 513.84 517.9952 4.1551513671875 17.26528288424015 -490 412.16 407.108154 5.051849365234375 25.521182009018958 -491 393.81 391.907959 1.90203857421875 3.6177507378160954 +490 412.16 407.10815 5.051849365234375 25.521182009018958 +491 393.81 391.90796 1.90203857421875 3.6177507378160954 492 239.49 240.2832 0.7931976318359375 0.62916248315013945 -493 387.51 382.003143 5.506866455078125 30.325578154064715 -494 317.12 318.410553 1.290557861328125 1.6655395934358239 -495 420.22 418.515533 1.7044677734375 2.9052103906869888 -496 104.85 106.578453 1.72845458984375 2.987555269151926 -497 599.98 597.912231 2.0677490234375 4.2755860239267349 -498 414 417.085266 3.08526611328125 9.518866989761591 -499 344.84 340.309784 4.53021240234375 20.522824410349131 +493 387.51 382.00314 5.506866455078125 30.325578154064715 +494 317.12 318.41055 1.290557861328125 1.6655395934358239 +495 420.22 418.51553 1.7044677734375 2.9052103906869888 +496 104.85 106.57845 1.72845458984375 2.987555269151926 +497 599.98 597.91223 2.0677490234375 4.2755860239267349 +498 414 417.08527 3.08526611328125 9.518866989761591 +499 344.84 340.30978 4.53021240234375 20.522824410349131 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-out.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-out.txt index 31c4280d50..5ce37dc561 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-out.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-out.txt @@ -12,19 +12,19 @@ L2(avg): 1,445.214986 RMS(avg): 38.015983 Loss-fn(avg): 1,445.214986 R Squared: 0.919579 -L1(avg): 25.716714 -L2(avg): 1,341.437580 -RMS(avg): 36.625641 -Loss-fn(avg): 1,341.437567 -R Squared: 0.927226 +L1(avg): 25.712503 +L2(avg): 1,341.270608 +RMS(avg): 36.623362 +Loss-fn(avg): 1,341.270595 +R Squared: 0.927235 OVERALL RESULTS --------------------------------------- -L1(avg): 26.599784 (0.8831) -L2(avg): 1,393.326283 (51.8887) -RMS(avg): 37.320812 (0.6952) -Loss-fn(avg): 1,393.326277 (51.8887) -R Squared: 0.923402 (0.0038) +L1(avg): 26.597679 (0.8852) +L2(avg): 1,393.242797 (51.9722) +RMS(avg): 37.319672 (0.6963) +Loss-fn(avg): 1,393.242791 (51.9722) +R Squared: 0.923407 (0.0038) --------------------------------------- Physical memory usage(MB): %Number% @@ -35,10 +35,10 @@ Virtual memory usage(MB): %Number% [1] 'Loading data for LightGBM' started. [1] 'Loading data for LightGBM' finished in %Time%. [2] 'Training with LightGBM' started. -[2] (%Time%) Iteration: 50 Training-rmse: 6.01041394354288 +[2] (%Time%) Iteration: 50 Training-rmse: 6.010413943542877 [2] 'Training with LightGBM' finished in %Time%. [3] 'Loading data for LightGBM #2' started. [3] 'Loading data for LightGBM #2' finished in %Time%. [4] 'Training with LightGBM #2' started. -[4] (%Time%) Iteration: 50 Training-rmse: 4.74971028160668 +[4] (%Time%) Iteration: 50 Training-rmse: 4.749710281606683 [4] 'Training with LightGBM #2' finished in %Time%. diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-rp.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-rp.txt index d855ef6c79..23973e0691 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-rp.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE-rp.txt @@ -1,4 +1,4 @@ LightGBMR L1(avg) L2(avg) RMS(avg) Loss-fn(avg) R Squared /iter /lr /nl /mil /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -26.59978 1393.326 37.32081 1393.326 0.923402 50 0.2 20 10 + 1 LightGBMR %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMR{nt=1 iter=50 em=RootMeanSquaredError v=+ lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% seed=1 /iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 +26.59768 1393.2428 37.31967 1393.2428 0.923407 50 0.2 20 10 + 1 LightGBMR %Data% %Output% 99 0 0 maml.exe CV tr=LightGBMR{nt=1 iter=50 em=RootMeanSquaredError v=+ lr=0.2 mil=10 nl=20} threads=- dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% seed=1 /iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE.txt index ed40bebf10..72cf11980b 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-CV-generatedRegressionDataset.RMSE.txt @@ -1,26 +1,26 @@ Instance Label Score L1-loss L2-loss -5 322.18 294.792328 27.387664794921875 750.08418291900307 -6 425.31 423.010223 2.299774169921875 5.2889612326398492 -8 159.37 114.656738 44.7132568359375 1999.2753368765116 +5 322.18 294.79233 27.387664794921875 750.08418291900307 +6 425.31 423.01022 2.299774169921875 5.2889612326398492 +8 159.37 114.65674 44.7132568359375 1999.2753368765116 9 325.18 360.2713 35.09130859375 1231.3999388217926 -10 276.02 271.508362 4.511627197265625 20.354779967106879 +10 276.02 271.50836 4.511627197265625 20.354779967106879 11 193.96 181.32164 12.63836669921875 159.72831282392144 18 471.27 466.567 4.7030029296875 22.118236556649208 -20 290.11 249.322037 40.787948608398438 1663.656751681352 +20 290.11 249.32204 40.787948608398438 1663.656751681352 21 432.91 432.3761 0.533905029296875 0.28505458030849695 -25 413.49 392.391418 21.09857177734375 445.14973104372621 +25 413.49 392.39142 21.09857177734375 445.14973104372621 28 360.71 367.5943 6.884307861328125 47.393694729544222 -31 372.81 338.866943 33.94305419921875 1152.1309283711016 -32 349.87 340.980682 8.889312744140625 79.019881063140929 +31 372.81 338.86694 33.94305419921875 1152.1309283711016 +32 349.87 340.98068 8.889312744140625 79.019881063140929 35 339.31 327.5378 11.772186279296875 138.5843697944656 37 326.38 292.9897 33.39031982421875 1114.9134579636157 -40 265.78 267.506653 1.726654052734375 2.9813342178240418 -41 638.26 587.329041 50.93096923828125 2593.963627550751 +40 265.78 267.50665 1.726654052734375 2.9813342178240418 +41 638.26 587.32904 50.93096923828125 2593.963627550751 44 476.58 445.0616 31.51837158203125 993.40774718299508 -45 324.73 361.824982 37.094970703125 1376.0368514657021 +45 324.73 361.82498 37.094970703125 1376.0368514657021 46 155.52 171.015 15.4949951171875 240.09487368166447 48 394.42 390.5269 3.89312744140625 15.156441275030375 -50 378.13 405.875336 27.745330810546875 769.80338178668171 +50 378.13 405.87534 27.745330810546875 769.80338178668171 51 607.06 612.8256 5.765625 33.242431640625 52 814.77 639.6257 175.14434814453125 30675.542686972767 54 406.3 400.6222 5.67779541015625 32.237360719591379 @@ -28,474 +28,474 @@ Instance Label Score L1-loss L2-loss 60 595.54 577.2645 18.27545166015625 333.99213338270783 63 565.44 569.2501 3.81011962890625 14.5170115865767 64 503.88 466.0873 37.792694091796875 1428.2877267161384 -66 412.4 477.274231 64.874237060546875 4208.6666341880336 -68 284.83 283.238525 1.591461181640625 2.5327486926689744 -69 342.33 337.880249 4.449737548828125 19.80016425345093 +66 412.4 477.27423 64.874237060546875 4208.6666341880336 +68 284.83 283.23853 1.591461181640625 2.5327486926689744 +69 342.33 337.88025 4.449737548828125 19.80016425345093 70 319.81 345.7808 25.970794677734375 674.48217619303614 -71 465.97 426.102356 39.867645263671875 1589.4291388699785 -72 605.7 568.599854 37.10015869140625 1376.4217749275267 -73 325.76 373.429657 47.669647216796875 2272.3952657738701 -74 231.07 202.678726 28.391281127929688 806.06484408513643 -76 497.31 447.486359 49.823638916015625 2482.3949948335066 -77 175.58 213.540085 37.9600830078125 1440.9679019600153 -79 313.36 335.416473 22.056488037109375 486.48866453114897 +71 465.97 426.10236 39.867645263671875 1589.4291388699785 +72 605.7 568.59985 37.10015869140625 1376.4217749275267 +73 325.76 373.42966 47.669647216796875 2272.3952657738701 +74 231.07 202.67873 28.391281127929688 806.06484408513643 +76 497.31 447.48636 49.823638916015625 2482.3949948335066 +77 175.58 213.54008 37.9600830078125 1440.9679019600153 +79 313.36 335.41647 22.056488037109375 486.48866453114897 82 544.1 531.349 12.7509765625 162.58740329742432 88 494.21 471.9012 22.30877685546875 497.68152478709817 -90 315.69 295.477936 20.212066650390625 408.5276382798329 -91 370.5 349.183167 21.31683349609375 454.40739030018449 -92 254.02 244.755447 9.264556884765625 85.832014271058142 -93 599.81 579.885254 19.92474365234375 396.99540961161256 +90 315.69 295.47794 20.212066650390625 408.5276382798329 +91 370.5 349.18317 21.31683349609375 454.40739030018449 +92 254.02 244.75545 9.264556884765625 85.832014271058142 +93 599.81 579.88525 19.92474365234375 396.99540961161256 95 298.6 287.9375 10.662506103515625 113.68903640750796 96 603.69 614.145 10.45501708984375 109.30738234892488 -97 274.36 241.749542 32.610443115234375 1063.441000171937 +97 274.36 241.74954 32.610443115234375 1063.441000171937 98 164.33 174.29982 9.969818115234375 99.397273250855505 -99 414.57 421.086975 6.5169677734375 42.470868960022926 +99 414.57 421.08698 6.5169677734375 42.470868960022926 100 120.26 106.9427 13.317298889160156 177.35044970322633 -102 519.61 491.388458 28.221527099609375 796.45459183398634 -104 339.79 320.918365 18.87164306640625 356.13891202583909 +102 519.61 491.38846 28.221527099609375 796.45459183398634 +104 339.79 320.91837 18.87164306640625 356.13891202583909 105 523.01 548.8662 25.856201171875 668.54313904047012 106 372.35 365.2942 7.055816650390625 49.784548603929579 108 368.77 387.6913 18.92132568359375 358.01656562462449 -109 400.39 393.199524 7.19049072265625 51.7031568326056 +109 400.39 393.19952 7.19049072265625 51.7031568326056 111 466.77 468.40155 1.631561279296875 2.6619922081008554 112 195.44 180.4944 14.945602416992188 223.37103160680272 -113 594.45 496.497925 97.95208740234375 9594.6114264763892 -115 424.78 442.389954 17.609954833984375 310.11050925496966 -117 256.09 242.154327 13.9356689453125 194.20286895334721 -120 102.78 117.185677 14.405677795410156 207.52355274517322 -121 443.92 470.910461 26.990447998046875 728.48428313527256 -122 356.3 332.893524 23.406463623046875 547.86253933701664 -123 435.75 446.222168 10.47216796875 109.6663019657135 -125 518.87 413.129639 105.7403564453125 11181.022981181741 +113 594.45 496.49792 97.95208740234375 9594.6114264763892 +115 424.78 442.38995 17.609954833984375 310.11050925496966 +117 256.09 242.15433 13.9356689453125 194.20286895334721 +120 102.78 117.18568 14.405677795410156 207.52355274517322 +121 443.92 470.91046 26.990447998046875 728.48428313527256 +122 356.3 332.89352 23.406463623046875 547.86253933701664 +123 435.75 446.22217 10.47216796875 109.6663019657135 +125 518.87 413.12964 105.7403564453125 11181.022981181741 128 609.73 562.531 47.198974609375 2227.7432041764259 -129 397.76 407.223572 9.46356201171875 89.559005949646235 -131 329.71 331.325867 1.615875244140625 2.6110528046265244 +129 397.76 407.22357 9.46356201171875 89.559005949646235 +131 329.71 331.32587 1.615875244140625 2.6110528046265244 132 375.37 379.0765 3.706512451171875 13.738234550692141 -133 321.6 373.228241 51.62823486328125 2665.4746350981295 +133 321.6 373.22824 51.62823486328125 2665.4746350981295 137 363.91 396.573 32.662994384765625 1066.8712021792307 138 293.45 318.1798 24.72979736328125 611.56287762895226 -141 386.61 397.789551 11.1795654296875 124.98268319666386 -144 343.98 330.225922 13.75408935546875 189.17497399821877 -145 384.31 412.415161 28.10516357421875 789.90021953359246 -147 429.99 393.130066 36.85992431640625 1358.6540206111968 -150 466.23 482.624573 16.394561767578125 268.78165555093437 -151 221.42 235.648376 14.228378295898438 202.44674893119372 -152 166.61 141.360748 25.249252319335938 637.52474268549122 +141 386.61 397.78955 11.1795654296875 124.98268319666386 +144 343.98 330.22592 13.75408935546875 189.17497399821877 +145 384.31 412.41516 28.10516357421875 789.90021953359246 +147 429.99 393.13007 36.85992431640625 1358.6540206111968 +150 466.23 482.62457 16.394561767578125 268.78165555093437 +151 221.42 235.64838 14.228378295898438 202.44674893119372 +152 166.61 141.36075 25.249252319335938 637.52474268549122 154 342.29 292.7593 49.53070068359375 2453.2903102077544 156 623.91 626.8725 2.9625244140625 8.7765509039163589 161 465.91 497.8462 31.936187744140625 1019.9200876289979 164 266.5 233.28978 33.210220336914062 1102.9187348263804 -167 365.17 344.215637 20.954376220703125 439.08588279876858 -169 463.16 457.204163 5.955841064453125 35.472042785026133 -171 351.11 376.677368 25.5673828125 653.69106388092041 +167 365.17 344.21564 20.954376220703125 439.08588279876858 +169 463.16 457.20416 5.955841064453125 35.472042785026133 +171 351.11 376.67737 25.5673828125 653.69106388092041 173 292.06 316.43515 24.375152587890625 594.14806368295103 -174 397.85 413.672241 15.822235107421875 250.34312379453331 +174 397.85 413.67224 15.822235107421875 250.34312379453331 176 240.33 263.384 23.054000854492188 531.48695539892651 -177 582.54 516.234863 66.30511474609375 4396.3682414926589 +177 582.54 516.23486 66.30511474609375 4396.3682414926589 179 286.32 281.2356 5.08441162109375 25.851241532713175 -180 201.54 276.798035 75.258041381835938 5663.7727926301304 -181 564.53 510.548767 53.98126220703125 2913.9766694642603 +180 201.54 276.79803 75.258041381835938 5663.7727926301304 +181 564.53 510.54877 53.98126220703125 2913.9766694642603 183 550.32 436.9686 113.35140991210938 12848.542129063047 187 416.69 350.1964 66.49359130859375 4421.3976851142943 188 525.72 496.8032 28.916778564453125 836.18008254561573 189 522.62 561.6918 39.07177734375 1526.6037847995758 -191 354.44 386.760925 32.3209228515625 1044.642053976655 -192 428.4 380.043945 48.356048583984375 2338.3074346566573 -196 366.61 338.621277 27.98870849609375 783.36780327931046 -198 419.62 425.793365 6.173370361328125 38.110501618124545 +191 354.44 386.76093 32.3209228515625 1044.642053976655 +192 428.4 380.04395 48.356048583984375 2338.3074346566573 +196 366.61 338.62128 27.98870849609375 783.36780327931046 +198 419.62 425.79337 6.173370361328125 38.110501618124545 199 277.7 278.55 0.8499755859375 0.72245849668979645 201 473.99 505.9239 31.93389892578125 1019.7739006020129 -202 599.88 555.354431 44.52557373046875 1982.5267160274088 -204 350.02 370.067841 20.0478515625 401.91635227203369 -205 373.22 365.973083 7.246917724609375 52.517816507257521 +202 599.88 555.35443 44.52557373046875 1982.5267160274088 +204 350.02 370.06784 20.0478515625 401.91635227203369 +205 373.22 365.97308 7.246917724609375 52.517816507257521 206 409.47 423.0818 13.611785888671875 185.28071507904679 207 578.94 543.3054 35.63458251953125 1269.8234713412821 -209 338.91 347.413452 8.503448486328125 72.30863615963608 -210 402.47 404.964264 2.4942626953125 6.2213463932275772 -211 70.4 145.991745 75.591743469238281 5714.1116807191283 +209 338.91 347.41345 8.503448486328125 72.30863615963608 +210 402.47 404.96426 2.4942626953125 6.2213463932275772 +211 70.4 145.99174 75.591743469238281 5714.1116807191283 212 581.8 554.6091 27.19091796875 739.34601998329163 -216 29.14 97.0616455 67.921646118164062 4613.3500114011113 -218 225.92 250.058716 24.138717651367188 582.67768985242583 +216 29.14 97.061646 67.921646118164062 4613.3500114011113 +218 225.92 250.05872 24.138717651367188 582.67768985242583 219 397.29 391.2822 6.0078125 36.09381103515625 -223 288.84 312.566559 23.7265625 562.94976806640625 -226 197.4 191.574585 5.825408935546875 33.935389266349375 -228 320.12 351.442841 31.322845458984375 981.12064764741808 -233 451.7 461.102661 9.40264892578125 88.409806821495295 -237 396.81 407.310333 10.500335693359375 110.25704967323691 +223 288.84 312.56656 23.7265625 562.94976806640625 +226 197.4 191.57458 5.825408935546875 33.935389266349375 +228 320.12 351.44284 31.322845458984375 981.12064764741808 +233 451.7 461.10266 9.40264892578125 88.409806821495295 +237 396.81 407.31033 10.500335693359375 110.25704967323691 239 465.54 468.0696 2.52960205078125 6.3988865353167057 -240 256.29 250.222092 6.0679168701171875 36.819615142652765 -241 161.32 189.954025 28.634017944335938 819.90698363655247 -242 251.1 237.873825 13.226181030273438 174.93186464556493 -244 643.52 650.177734 6.65771484375 44.325166940689087 +240 256.29 250.22209 6.0679168701171875 36.819615142652765 +241 161.32 189.95403 28.634017944335938 819.90698363655247 +242 251.1 237.87383 13.226181030273438 174.93186464556493 +244 643.52 650.17773 6.65771484375 44.325166940689087 246 362.88 309.4293 53.450714111328125 2856.9788390109316 -247 430.27 383.273621 46.996368408203125 2208.6586435595527 +247 430.27 383.27362 46.996368408203125 2208.6586435595527 248 355.19 318.54718 36.642822265625 1342.6964235901833 -249 300.71 339.266541 38.556549072265625 1486.6074763620272 -250 548.8 518.017151 30.7828369140625 947.5830484777689 +249 300.71 339.26654 38.556549072265625 1486.6074763620272 +250 548.8 518.01715 30.7828369140625 947.5830484777689 252 632.92 602.2802 30.6397705078125 938.79553677141666 -254 403.58 399.819122 3.7608642578125 14.144099965691566 +254 403.58 399.81912 3.7608642578125 14.144099965691566 257 391.36 472.2541 80.89410400390625 6543.8560625948012 258 460.31 471.7064 11.396392822265625 129.87776935938746 259 499.14 533.2306 34.090576171875 1162.1673837304115 -260 519.45 491.294373 28.1556396484375 792.74004401266575 -262 447.03 429.127136 17.902862548828125 320.51248744223267 +260 519.45 491.29437 28.1556396484375 792.74004401266575 +262 447.03 429.12714 17.902862548828125 320.51248744223267 267 557.56 559.2279 1.66790771484375 2.7819161452353001 268 506.71 523.462 16.751983642578125 280.62895596120507 -269 465.86 470.754517 4.89453125 23.956436157226562 -271 368.55 352.858978 15.691009521484375 246.20777980331331 +269 465.86 470.75452 4.89453125 23.956436157226562 +271 368.55 352.85898 15.691009521484375 246.20777980331331 272 743.72 638.8568 104.8631591796875 10996.282153144479 -275 427.84 419.333832 8.50616455078125 72.354835364967585 -276 211.26 193.938278 17.32171630859375 300.04185587540269 -277 477.96 480.593781 2.6337890625 6.9368448257446289 +275 427.84 419.33383 8.50616455078125 72.354835364967585 +276 211.26 193.93828 17.32171630859375 300.04185587540269 +277 477.96 480.59378 2.6337890625 6.9368448257446289 278 195.99 199.1654 3.1753997802734375 10.083163764560595 -279 396.87 392.819244 4.050750732421875 16.408581496216357 -280 414.67 429.482117 14.812103271484375 219.39840332511812 -283 283.59 265.018829 18.5711669921875 344.88824345171452 -284 435.84 422.752441 13.087554931640625 171.28409408871084 -285 247.75 253.402237 5.6522369384765625 31.947782408678904 -288 302.89 327.398743 24.50872802734375 600.67774951830506 -290 480.87 414.526062 66.34393310546875 4401.5174599029124 -291 478.9 487.357849 8.457855224609375 71.535315000452101 -293 448.7 434.489563 14.21044921875 201.93686699867249 -296 278.47 350.066132 71.59613037109375 5126.0058841146529 +279 396.87 392.81924 4.050750732421875 16.408581496216357 +280 414.67 429.48212 14.812103271484375 219.39840332511812 +283 283.59 265.01883 18.5711669921875 344.88824345171452 +284 435.84 422.75244 13.087554931640625 171.28409408871084 +285 247.75 253.40224 5.6522369384765625 31.947782408678904 +288 302.89 327.39874 24.50872802734375 600.67774951830506 +290 480.87 414.52606 66.34393310546875 4401.5174599029124 +291 478.9 487.35785 8.457855224609375 71.535315000452101 +293 448.7 434.48956 14.21044921875 201.93686699867249 +296 278.47 350.06613 71.59613037109375 5126.0058841146529 297 175.46 254.11087 78.650863647460938 6185.9583524914924 299 497.29 513.9293 16.639312744140625 276.86672859732062 -300 400.64 367.182922 33.45709228515625 1119.3770241774619 +300 400.64 367.18292 33.45709228515625 1119.3770241774619 301 329.18 352.7895 23.6094970703125 557.40835191309452 303 437.39 441.8898 4.499786376953125 20.248077438212931 304 724.39 652.4611 71.92889404296875 5173.7657982446253 -308 588.22 581.057739 7.1622314453125 51.297559276223183 -309 595.04 553.945251 41.0947265625 1688.7765512466431 -311 353.34 410.512939 57.172943115234375 3268.7454244578257 +308 588.22 581.05774 7.1622314453125 51.297559276223183 +309 595.04 553.94525 41.0947265625 1688.7765512466431 +311 353.34 410.51294 57.172943115234375 3268.7454244578257 312 476.14 495.325 19.18499755859375 368.06413132324815 -314 391.02 385.920135 5.099853515625 26.008505880832672 -316 362.01 375.403534 13.393524169921875 179.38648969028145 -317 247.3 347.080475 99.780471801757812 9956.142552981386 +314 391.02 385.92014 5.099853515625 26.008505880832672 +316 362.01 375.40353 13.393524169921875 179.38648969028145 +317 247.3 347.08047 99.780471801757812 9956.142552981386 319 333.75 316.2159 17.534088134765625 307.44424671772867 -321 184.42 195.084244 10.66424560546875 113.72613433375955 +321 184.42 195.08424 10.66424560546875 113.72613433375955 323 433.32 428.8099 4.510101318359375 20.341013901866972 -327 98.05 218.719345 120.66934204101562 14561.090108611621 +327 98.05 218.71935 120.66934204101562 14561.090108611621 328 478.4 455.6397 22.760284423828125 518.03054705355316 -329 424.76 457.871857 33.111846923828125 1096.3944067070261 -331 99.39 198.443054 99.053054809570312 9811.5076671077404 +329 424.76 457.87186 33.111846923828125 1096.3944067070261 +331 99.39 198.44305 99.053054809570312 9811.5076671077404 332 435.84 461.8141 25.974090576171875 674.65338125918061 333 222.87 246.8073 23.937301635742188 572.99440960050561 336 302.57 298.36792 4.20208740234375 17.657538536936045 338 533.49 566.478 32.988037109375 1088.2105923295021 -343 153.13 124.478752 28.651252746582031 820.89428394852439 +343 153.13 124.47875 28.651252746582031 820.89428394852439 344 194.78 207.04837 12.26837158203125 150.51294127479196 -346 449.69 397.092773 52.59722900390625 2766.4684988893569 -347 178.24 115.591888 62.648117065429688 3924.7865718437824 +346 449.69 397.09277 52.59722900390625 2766.4684988893569 +347 178.24 115.59189 62.648117065429688 3924.7865718437824 348 553.2 537.7596 15.4404296875 238.40686893463135 -349 455.21 428.137177 27.07281494140625 732.9373088516295 +349 455.21 428.13718 27.07281494140625 732.9373088516295 350 513.66 526.9807 13.32073974609375 177.44210738316178 -352 320.48 304.852142 15.62786865234375 244.23027861490846 -353 523.8 466.838562 56.96142578125 3244.6040270328522 +352 320.48 304.85214 15.62786865234375 244.23027861490846 +353 523.8 466.83856 56.96142578125 3244.6040270328522 354 482.38 472.535 9.845001220703125 96.924049035646021 355 389.01 366.397 22.613006591796875 511.34806712064892 -358 503.57 537.862061 34.29205322265625 1175.9449142254889 +358 503.57 537.86206 34.29205322265625 1175.9449142254889 360 537.48 547.3939 9.9139404296875 98.286214843392372 361 451.83 398.6076 53.222381591796875 2832.6219023028389 -366 480.98 480.692383 0.287628173828125 0.082729966379702091 -368 100.54 151.035339 50.495338439941406 2549.7792041642242 +366 480.98 480.69238 0.287628173828125 0.082729966379702091 +368 100.54 151.03534 50.495338439941406 2549.7792041642242 370 288.54 283.8242 4.7158203125 22.238961219787598 -371 255.38 231.015152 24.364852905273438 593.64605709561147 +371 255.38 231.01515 24.364852905273438 593.64605709561147 373 318.17 312.984 5.186004638671875 26.894644112326205 376 525.67 553.7417 28.07171630859375 788.02125651016831 -377 456.76 465.206116 8.44610595703125 71.336705837398767 +377 456.76 465.20612 8.44610595703125 71.336705837398767 378 285.71 288.3815 2.6715087890625 7.1369592100381851 -379 384.26 423.288239 39.028228759765625 1523.2026401245967 +379 384.26 423.28824 39.028228759765625 1523.2026401245967 381 134.62 114.533905 20.086090087890625 403.45101501885802 383 393.98 365.7664 28.213623046875 796.00852543115616 384 355.24 371.07193 15.831939697265625 250.65031457785517 387 463.9 505.16748 41.267486572265625 1703.0054479921237 388 263.28 277.0504 13.770416259765625 189.6243639672175 -389 522.8 524.458252 1.65826416015625 2.7498400248587132 -391 532.85 499.279419 33.570556640625 1126.9822731614113 -392 234.17 223.675232 10.494766235351562 110.14011833467521 -395 446.25 444.287537 1.96246337890625 3.8512625135481358 +389 522.8 524.45825 1.65826416015625 2.7498400248587132 +391 532.85 499.27942 33.570556640625 1126.9822731614113 +392 234.17 223.67523 10.494766235351562 110.14011833467521 +395 446.25 444.28754 1.96246337890625 3.8512625135481358 396 311.71 285.5801 26.1298828125 682.77077579498291 -398 278.19 230.312683 47.8773193359375 2292.2377067953348 +398 278.19 230.31268 47.8773193359375 2292.2377067953348 399 172.91 170.71843 2.1915740966796875 4.8029970212373883 -404 115.82 145.401657 29.581657409667969 875.07445510296384 -406 482.79 484.847168 2.057159423828125 4.2319048950448632 +404 115.82 145.40166 29.581657409667969 875.07445510296384 +406 482.79 484.84717 2.057159423828125 4.2319048950448632 409 329.31 321.354 7.95599365234375 63.297834996134043 413 352.21 343.7821 8.427886962890625 71.029278659261763 414 311.18 350.4981 39.318115234375 1545.9141855835915 -415 344.17 275.992981 68.177032470703125 4648.1077565113083 -416 146.42 131.238647 15.181350708007812 230.47340931952931 +415 344.17 275.99298 68.177032470703125 4648.1077565113083 +416 146.42 131.23865 15.181350708007812 230.47340931952931 418 670.07 563.4763 106.59368896484375 11362.214527133852 -419 278.2 239.777878 38.422134399414062 1476.2604118066374 -422 470.31 470.921417 0.611419677734375 0.37383402232080698 -423 475.06 463.676178 11.383819580078125 129.5913482317701 +419 278.2 239.77788 38.422134399414062 1476.2604118066374 +422 470.31 470.92142 0.611419677734375 0.37383402232080698 +423 475.06 463.67618 11.383819580078125 129.5913482317701 428 423.32 377.7374 45.582611083984375 2077.7744332337752 429 477.74 468.3812 9.358795166015625 87.58704695943743 -430 425.15 469.362762 44.2127685546875 1954.7689032703638 +430 425.15 469.36276 44.2127685546875 1954.7689032703638 434 360.32 411.1972 50.877197265625 2588.48920160532 -436 356.64 339.931427 16.708587646484375 279.17690114025027 -439 215.28 252.763992 37.483993530273438 1405.0497709775809 -440 528.99 512.789856 16.20013427734375 262.44435060396791 -441 352.24 331.899078 20.340911865234375 413.75269550923258 +436 356.64 339.93143 16.708587646484375 279.17690114025027 +439 215.28 252.76399 37.483993530273438 1405.0497709775809 +440 528.99 512.78986 16.20013427734375 262.44435060396791 +441 352.24 331.89908 20.340911865234375 413.75269550923258 442 557.05 560.31 3.260009765625 10.627663671970367 449 713.95 603.45166 110.49835205078125 12209.885805938393 -450 379.64 396.438019 16.798004150390625 282.17294343654066 +450 379.64 396.43802 16.798004150390625 282.17294343654066 451 471.12 446.9698 24.15020751953125 583.23252323642373 452 228.99 236.0077 7.0177001953125 49.248116031289101 -453 400.13 373.804382 26.32562255859375 693.03840309754014 -454 365.24 407.722931 42.482940673828125 1804.8002482960001 +453 400.13 373.80438 26.32562255859375 693.03840309754014 +454 365.24 407.72293 42.482940673828125 1804.8002482960001 455 285.59 253.976 31.613998413085938 999.44489566260017 456 529.54 498.6634 30.8765869140625 953.36361946165562 457 375.76 333.6703 42.0897216796875 1771.5446710735559 464 330.37 338.1752 7.805206298828125 60.921245367266238 -465 275.41 264.412628 10.99737548828125 120.94226763024926 +465 275.41 264.41263 10.99737548828125 120.94226763024926 466 394.16 413.1684 19.008392333984375 361.31897912267596 467 290.7 296.5385 5.8385009765625 34.088093653321266 474 415.01 406.3907 8.61932373046875 74.292741570621729 480 405.09 440.0522 34.962188720703125 1222.3546401420608 482 421.97 428.2021 6.232086181640625 38.838898175396025 -483 212.58 262.094727 49.514724731445312 2451.7079652308021 -484 457.58 448.015076 9.564910888671875 91.487520308233798 -487 401.24 435.673859 34.433868408203125 1185.6912935534492 +483 212.58 262.09473 49.514724731445312 2451.7079652308021 +484 457.58 448.01508 9.564910888671875 91.487520308233798 +487 401.24 435.67386 34.433868408203125 1185.6912935534492 489 513.84 514.7708 0.9307861328125 0.86636282503604889 -492 239.49 384.701874 145.21186828613281 21086.486691149184 +492 239.49 384.70187 145.21186828613281 21086.486691149184 493 387.51 380.5364 6.973602294921875 48.631128967739642 495 420.22 373.30426 46.915740966796875 2201.0867504635826 497 599.98 525.6373 74.3426513671875 5526.8298123031855 -0 140.66 161.812286 21.15228271484375 447.41906404867768 +0 140.66 161.81229 21.15228271484375 447.41906404867768 1 148.12 145.52005 2.599945068359375 6.7597143584862351 2 402.2 358.8216 43.37841796875 1881.6871454715729 -3 443.51 434.130035 9.379974365234375 87.983919092454016 -4 329.59 334.198059 4.608062744140625 21.234242253936827 -7 421.76 430.637939 8.8779296875 78.817635536193848 -12 472.97 448.529816 24.440185546875 597.32266956567764 -13 266.98 248.284485 18.695526123046875 349.52269701752812 +3 443.51 434.13004 9.379974365234375 87.983919092454016 +4 329.59 334.19806 4.608062744140625 21.234242253936827 +7 421.76 430.63794 8.8779296875 78.817635536193848 +12 472.97 448.52982 24.440185546875 597.32266956567764 +13 266.98 248.28448 18.695526123046875 349.52269701752812 14 331.77 370.3597 38.5897216796875 1489.1666193157434 15 187.16 204.38237 17.222366333007812 296.60990210832097 -16 287.02 379.958374 92.938385009765625 8637.5434082234278 +16 287.02 379.95837 92.938385009765625 8637.5434082234278 17 404.13 420.7009 16.570892333984375 274.59447274450213 19 449.73 451.6704 1.940399169921875 3.7651489386335015 -22 522.87 490.018219 32.851776123046875 1079.2391944387928 -23 324.79 330.012756 5.222747802734375 27.277094610966742 -24 456.12 486.178864 30.058868408203125 903.53556998167187 -26 235.38 256.382263 21.00225830078125 441.09485373273492 -27 476.59 460.291138 16.298858642578125 265.65279305074364 +22 522.87 490.01822 32.851776123046875 1079.2391944387928 +23 324.79 330.01276 5.222747802734375 27.277094610966742 +24 456.12 486.17886 30.058868408203125 903.53556998167187 +26 235.38 256.38226 21.00225830078125 441.09485373273492 +27 476.59 460.29114 16.298858642578125 265.65279305074364 29 205.51 221.24791 15.7379150390625 247.68196977674961 -30 237.69 243.885147 6.1951446533203125 38.379817275563255 -33 433 400.431366 32.568634033203125 1060.7159227887169 +30 237.69 243.88515 6.1951446533203125 38.379817275563255 +33 433 400.43137 32.568634033203125 1060.7159227887169 34 537 566.6074 29.607421875 876.59943008422852 36 279.21 265.9444 13.265594482421875 175.97599697206169 38 501.43 532.6539 31.223876953125 974.93049198389053 39 486.78 469.4026 17.377410888671875 301.97440919373184 42 439.78 425.4085 14.371490478515625 206.53973857406527 -43 403.97 407.719482 3.749481201171875 14.058609277941287 +43 403.97 407.71948 3.749481201171875 14.058609277941287 47 625.32 566.3581 58.9619140625 3476.5073099136353 -49 551.95 596.238647 44.28863525390625 1961.4832126535475 +49 551.95 596.23865 44.28863525390625 1961.4832126535475 53 658.94 557.72644 101.21356201171875 10244.185135100037 55 359.51 347.33194 12.178070068359375 148.30539058987051 57 351.27 315.1877 36.082275390625 1301.9305973649025 -58 271.04 284.202545 13.16253662109375 173.25237030163407 +58 271.04 284.20255 13.16253662109375 173.25237030163407 59 522.23 507.8547 14.375274658203125 206.64852149877697 -61 276.98 230.778748 46.201263427734375 2134.5567423189059 -62 398.07 409.066345 10.996337890625 120.91944700479507 +61 276.98 230.77875 46.201263427734375 2134.5567423189059 +62 398.07 409.06635 10.996337890625 120.91944700479507 65 278.21 254.58493 23.62506103515625 558.1435089148581 67 392.53 388.8589 3.671112060546875 13.477063761092722 -75 329.42 322.591125 6.828887939453125 46.633710489608347 +75 329.42 322.59113 6.828887939453125 46.633710489608347 78 611.68 626.488 14.8079833984375 219.27637232840061 80 523.49 516.7291 6.7608642578125 45.709285512566566 -81 405.43 408.566864 3.136871337890625 9.8399617904797196 -83 557.92 406.441833 151.4781494140625 22945.629749909043 -84 338.75 319.242035 19.507965087890625 380.56070187035948 -85 316.99 344.757172 27.767181396484375 771.01636270526797 -86 381.21 374.500916 6.709075927734375 45.011699804104865 -87 540.18 480.671417 59.508575439453125 3541.2705508330837 +81 405.43 408.56686 3.136871337890625 9.8399617904797196 +83 557.92 406.44183 151.4781494140625 22945.629749909043 +84 338.75 319.24203 19.507965087890625 380.56070187035948 +85 316.99 344.75717 27.767181396484375 771.01636270526797 +86 381.21 374.50092 6.709075927734375 45.011699804104865 +87 540.18 480.67142 59.508575439453125 3541.2705508330837 89 507.79 496.6953 11.094696044921875 123.0922803292051 -94 538.19 434.674927 103.51507568359375 10715.370893780142 -101 210.75 276.150574 65.40057373046875 4277.2350442744792 +94 538.19 434.67493 103.51507568359375 10715.370893780142 +101 210.75 276.15057 65.40057373046875 4277.2350442744792 103 204.42 218.18866 13.768661499023438 189.57603947469033 107 406.65 465.3201 58.67010498046875 3442.181218419224 110 379.08 384.8159 5.73590087890625 32.900558892637491 114 401.35 420.2285 18.87847900390625 356.39696950092912 -116 600.71 494.195038 106.51498413085938 11345.441844397224 +116 600.71 494.19504 106.51498413085938 11345.441844397224 118 242.38 235.2235 7.1565093994140625 51.215626783901826 119 33.74 93.309 59.568996429443359 3548.4653356110357 -124 211.81 193.806183 18.003814697265625 324.13734365347773 -126 370.18 355.221436 14.95855712890625 223.75843137875199 +124 211.81 193.80618 18.003814697265625 324.13734365347773 +126 370.18 355.22144 14.95855712890625 223.75843137875199 127 430.06 419.96228 10.09771728515625 101.96389437094331 -130 152.17 162.351822 10.18182373046875 103.66953447833657 -134 362.22 344.117981 18.102020263671875 327.68313762638718 -135 394.11 380.982483 13.12750244140625 172.33132034912705 +130 152.17 162.35182 10.18182373046875 103.66953447833657 +134 362.22 344.11798 18.102020263671875 327.68313762638718 +135 394.11 380.98248 13.12750244140625 172.33132034912705 136 556.66 519.0013 37.65869140625 1418.1770384311676 139 420.39 433.43396 13.0439453125 170.14450931549072 140 218.78 272.87677 54.096771240234375 2926.460658618249 142 411.14 453.5228 42.382781982421875 1796.3002085695043 143 278.87 313.67395 34.803955078125 1211.315289080143 -146 176.88 159.833115 17.046890258789062 290.59646749519743 -148 256.74 260.602844 3.86285400390625 14.921641055494547 +146 176.88 159.83311 17.046890258789062 290.59646749519743 +148 256.74 260.60284 3.86285400390625 14.921641055494547 149 185.8 181.4537 4.3462982177734375 18.890308197820559 -153 335.06 345.897339 10.83734130859375 117.44796663895249 +153 335.06 345.89734 10.83734130859375 117.44796663895249 155 253.24 231.9449 21.29510498046875 453.48149612918496 -157 477.18 444.837952 32.342041015625 1046.0076170563698 -158 302.89 298.725769 4.16424560546875 17.340941462665796 +157 477.18 444.83795 32.342041015625 1046.0076170563698 +158 302.89 298.72577 4.16424560546875 17.340941462665796 159 414.89 399.0962 15.7938232421875 249.44485260546207 160 310.87 467.1008 156.23080444335938 24408.064257019199 -162 137.98 211.384048 73.404052734375 5388.1549578309059 +162 137.98 211.38405 73.404052734375 5388.1549578309059 163 570.41 581.0052 10.59521484375 112.25857758522034 165 295.17 287.9865 7.183502197265625 51.602703818120062 -166 53.59 100.852379 47.262378692626953 2233.7324396852782 -168 133.92 153.393753 19.4737548828125 379.22712923586369 -170 329.91 303.429718 26.48028564453125 701.2055278159678 +166 53.59 100.85238 47.262378692626953 2233.7324396852782 +168 133.92 153.39375 19.4737548828125 379.22712923586369 +170 329.91 303.42972 26.48028564453125 701.2055278159678 172 631.85 636.3429 4.492919921875 20.186329424381256 -175 265.37 274.215332 8.8453369140625 78.239985123276711 +175 265.37 274.21533 8.8453369140625 78.239985123276711 178 587.8 554.5304 33.26959228515625 1106.8657708205283 -182 356.48 364.014954 7.534942626953125 56.77536039147526 +182 356.48 364.01495 7.534942626953125 56.77536039147526 184 357.32 378.7623 21.442291259765625 459.77185446862131 -185 378.04 350.752838 27.28717041015625 744.58966899290681 +185 378.04 350.75284 27.28717041015625 744.58966899290681 186 323.63 348.1731 24.5430908203125 602.3633070141077 -190 127.23 211.145538 83.915534973144531 7041.8170098290429 -193 320.63 295.263916 25.3660888671875 643.43846441805363 -194 372 361.738129 10.261871337890625 105.30600335542113 +190 127.23 211.14554 83.915534973144531 7041.8170098290429 +193 320.63 295.26392 25.3660888671875 643.43846441805363 +194 372 361.73813 10.261871337890625 105.30600335542113 195 493.81 514.8033 20.9932861328125 440.71806265413761 197 545.18 530.92865 14.2513427734375 203.10077084600925 200 520.73 517.4491 3.2808837890625 10.764198437333107 203 359.97 396.3305 36.360504150390625 1322.0862620705739 -208 451.81 439.233917 12.576080322265625 158.15779627207667 -213 451.97 474.376984 22.406982421875 502.07286125421524 -214 535.65 554.603943 18.95391845703125 359.25102487578988 -215 341.29 378.262573 36.972564697265625 1366.9705402934924 -217 207.41 243.784042 36.374038696289062 1323.0706910791341 -220 538.11 496.381561 41.728424072265625 1741.2613755548373 -221 160.12 158.544113 1.5758819580078125 2.4834039455745369 -222 456.59 505.343231 48.75323486328125 2376.8779096342623 +208 451.81 439.23392 12.576080322265625 158.15779627207667 +213 451.97 474.37698 22.406982421875 502.07286125421524 +214 535.65 554.60394 18.95391845703125 359.25102487578988 +215 341.29 378.26257 36.972564697265625 1366.9705402934924 +217 207.41 243.78404 36.374038696289062 1323.0706910791341 +220 538.11 496.38156 41.728424072265625 1741.2613755548373 +221 160.12 158.54411 1.5758819580078125 2.4834039455745369 +222 456.59 505.34323 48.75323486328125 2376.8779096342623 224 573.66 565.2306 8.42938232421875 71.054486367851496 -225 330.02 343.264984 13.2449951171875 175.42989565432072 -227 231.72 265.773743 34.053741455078125 1159.6573070893064 -229 144.21 200.255569 56.045562744140625 3141.1051033074036 -230 249.61 252.967712 3.3577117919921875 11.274228478083387 -231 469.25 445.145721 24.104278564453125 581.0162451127544 -232 371.53 428.612244 57.082244873046875 3258.3826797464862 -234 430.73 429.758331 0.9716796875 0.94416141510009766 -235 188.62 139.828934 48.791061401367188 2380.567672671983 -236 235.78 242.968231 7.188232421875 51.670685350894928 -238 424.23 372.806244 51.42376708984375 2644.4038217104971 +225 330.02 343.26498 13.2449951171875 175.42989565432072 +227 231.72 265.77374 34.053741455078125 1159.6573070893064 +229 144.21 200.25557 56.045562744140625 3141.1051033074036 +230 249.61 252.96771 3.3577117919921875 11.274228478083387 +231 469.25 445.14572 24.104278564453125 581.0162451127544 +232 371.53 428.61224 57.082244873046875 3258.3826797464862 +234 430.73 429.75833 0.9716796875 0.94416141510009766 +235 188.62 139.82893 48.791061401367188 2380.567672671983 +236 235.78 242.96823 7.188232421875 51.670685350894928 +238 424.23 372.80624 51.42376708984375 2644.4038217104971 243 368.25 382.7997 14.549713134765625 211.69415230397135 245 353.06 333.7175 19.342498779296875 374.1322590271011 -251 201.68 217.041962 15.361968994140625 235.99009137693793 -253 442.46 434.563049 7.896942138671875 62.361695141531527 -255 485.05 482.315155 2.734832763671875 7.4793102452531457 -256 444.52 399.165039 45.354949951171875 2057.0714850733057 -261 244.49 250.005249 5.5152435302734375 30.41791119822301 +251 201.68 217.04196 15.361968994140625 235.99009137693793 +253 442.46 434.56305 7.896942138671875 62.361695141531527 +255 485.05 482.31516 2.734832763671875 7.4793102452531457 +256 444.52 399.16504 45.354949951171875 2057.0714850733057 +261 244.49 250.00525 5.5152435302734375 30.41791119822301 263 245.69 302.67627 56.98626708984375 3247.4346368350089 264 446.74 426.5093 20.230682373046875 409.28050927910954 -265 494.44 453.146423 41.2935791015625 1705.1596750169992 -266 377.57 403.337158 25.76715087890625 663.94606441631913 -270 347.9 335.558167 12.341827392578125 152.32070338819176 -273 117.89 150.151947 32.261947631835938 1040.8332649993245 -274 398.76 377.018219 21.741790771484375 472.70546595100313 -281 332.09 344.154236 12.064239501953125 145.54587476048619 +265 494.44 453.14642 41.2935791015625 1705.1596750169992 +266 377.57 403.33716 25.76715087890625 663.94606441631913 +270 347.9 335.55817 12.341827392578125 152.32070338819176 +273 117.89 150.15195 32.261947631835938 1040.8332649993245 +274 398.76 377.01822 21.741790771484375 472.70546595100313 +281 332.09 344.15424 12.064239501953125 145.54587476048619 282 430.75 405.5509 25.1990966796875 634.99447347223759 -286 389.29 382.420776 6.869232177734375 47.186350711621344 -287 474.79 449.230347 25.559661865234375 653.29631466511637 -289 314.35 331.708557 17.358551025390625 301.31929370108992 -292 485.49 453.658142 31.83184814453125 1013.2665562964976 +286 389.29 382.42078 6.869232177734375 47.186350711621344 +287 474.79 449.23035 25.559661865234375 653.29631466511637 +289 314.35 331.70856 17.358551025390625 301.31929370108992 +292 485.49 453.65814 31.83184814453125 1013.2665562964976 294 468.38 460.6876 7.692413330078125 59.173222840763628 -295 239.93 240.514236 0.5842437744140625 0.34134078794158995 -298 375.75 356.257935 19.4920654296875 379.94061471521854 -302 501.4 497.417 3.983001708984375 15.864302613772452 -305 323.71 318.337219 5.372772216796875 28.866681293584406 +295 239.93 240.51424 0.5842437744140625 0.34134078794158995 +298 375.75 356.25793 19.4920654296875 379.94061471521854 +302 501.4 496.6908 4.709197998046875 22.176545784808695 +305 323.71 318.33722 5.372772216796875 28.866681293584406 306 759.8 589.0984 170.70159912109375 29139.035942498595 307 475.94 441.767 34.173004150390625 1167.7942126626149 310 443.31 399.19574 44.1142578125 1946.0677423477173 313 371.69 393.1603 21.470306396484375 460.97405675891787 -315 0 85.6659241 85.665924072265625 7338.6505471551791 -318 364.18 358.391724 5.78826904296875 33.504058513790369 +315 0 85.665924 85.665924072265625 7338.6505471551791 +318 364.18 358.39172 5.78826904296875 33.504058513790369 320 188.21 264.2885 76.078506469726562 5787.9391466642264 322 636.37 625.7582 10.61181640625 112.61064743995667 -324 396.5 379.094452 17.405548095703125 302.95310451183468 -325 426.49 422.678955 3.81103515625 14.523988962173462 +324 396.5 379.09445 17.405548095703125 302.95310451183468 +325 426.49 422.67896 3.81103515625 14.523988962173462 326 271.74 272.0656 0.32562255859375 0.10603005066514015 -330 508.86 468.419342 40.440643310546875 1635.4456313708797 +330 508.86 468.41934 40.440643310546875 1635.4456313708797 334 441.84 448.6501 6.810089111328125 46.377313704229891 -335 373.57 383.718872 10.14886474609375 102.99945563450456 +335 373.57 382.99268 9.42266845703125 88.786680851131678 337 681.23 662.5093 18.720703125 350.46472549438477 -339 265.55 276.520081 10.9700927734375 120.34293545782566 -340 128.89 182.960175 54.070175170898438 2923.5838430116419 +339 265.55 276.52008 10.9700927734375 120.34293545782566 +340 128.89 182.96017 54.070175170898438 2923.5838430116419 341 403.78 416.92746 13.1474609375 172.85572910308838 -342 442.17 459.6543 17.484283447265625 305.70016766432673 +342 442.17 458.9281 16.758087158203125 280.83348520193249 345 177.79 216.38324 38.593246459960938 1489.4386723192874 -351 367.79 355.102325 12.68768310546875 160.97730258479714 -356 322.72 373.515076 50.795074462890625 2580.1395896906033 -357 317.61 308.189362 9.420623779296875 88.748152391053736 -359 686.9 619.491638 67.40838623046875 4543.890534196049 +351 367.79 355.10233 12.68768310546875 160.97730258479714 +356 322.72 373.51508 50.795074462890625 2580.1395896906033 +357 317.61 308.18936 9.420623779296875 88.748152391053736 +359 686.9 619.49164 67.40838623046875 4543.890534196049 362 346.62 324.6278 21.9921875 483.65631103515625 363 376.25 397.61377 21.36376953125 456.41064858436584 364 244.16 237.30191 6.85809326171875 47.033443186432123 365 357.16 366.8837 9.72369384765625 94.550222042948008 367 304.97 295.347 9.623016357421875 92.602443815208972 -369 503.76 494.713928 9.04608154296875 81.831591282039881 -372 458.9 457.721466 1.17852783203125 1.3889278508722782 -374 466.28 466.290955 0.010955810546875 0.00012002978473901749 -375 403.98 387.595245 16.384765625 268.46054458618164 +369 503.76 494.71393 9.04608154296875 81.831591282039881 +372 458.9 457.72147 1.17852783203125 1.3889278508722782 +374 466.28 466.29095 0.010955810546875 0.00012002978473901749 +375 403.98 387.59525 16.384765625 268.46054458618164 380 477.25 467.1691 10.080902099609375 101.62458714190871 -382 189.03 200.255676 11.225677490234375 126.01583511475474 +382 189.03 200.25568 11.225677490234375 126.01583511475474 385 516.48 494.44986 22.030120849609375 485.32622464839369 386 302.84 258.11795 44.7220458984375 2000.0613893419504 390 483.43 494.4613 11.03131103515625 121.68982315436006 393 656 630.5768 25.4232177734375 646.3400019556284 394 574.2 507.3296 66.87042236328125 4471.6533870436251 -397 358.82 337.640564 21.179443359375 448.56882101297379 +397 358.82 337.64056 21.179443359375 448.56882101297379 400 207.26 254.4365 47.176498413085938 2225.6220025199 -401 456.08 442.211243 13.868743896484375 192.3420572662726 +401 456.08 442.21124 13.868743896484375 192.3420572662726 402 498.98 452.75824 46.221771240234375 2136.4521365845576 -403 107.07 155.295364 48.225364685058594 2325.6857990068966 -405 332.09 353.100922 21.01092529296875 441.45898166671395 +403 107.07 155.29536 48.225364685058594 2325.6857990068966 +405 332.09 353.10092 21.01092529296875 441.45898166671395 407 200.21 224.3679 24.15789794921875 583.60403332486749 -408 330.84 351.154175 20.314178466796875 412.66584678087384 +408 330.84 351.15417 20.314178466796875 412.66584678087384 410 435.98 439.109 3.128997802734375 9.7906272495165467 -411 371.85 359.692017 12.157989501953125 147.8167087296024 +411 371.85 359.69202 12.157989501953125 147.8167087296024 412 487.32 515.1508 27.830810546875 774.55401569604874 -417 209.91 280.110016 70.20001220703125 4928.0417138673365 +417 209.91 280.11002 70.20001220703125 4928.0417138673365 420 428.66 417.7067 10.95330810546875 119.97495845332742 421 525.08 565.705 40.625 1650.390625 424 385.98 365.9053 20.07470703125 402.99386239051819 -425 395.19 384.779755 10.410247802734375 108.37325931433588 -426 524.57 484.871429 39.698577880859375 1575.9770857626572 +425 395.19 384.77975 10.410247802734375 108.37325931433588 +426 524.57 484.87143 39.698577880859375 1575.9770857626572 427 361.7 318.9771 42.722900390625 1825.2462177872658 -431 584.48 566.096069 18.3839111328125 337.96818853914738 -432 163.64 179.812363 16.17236328125 261.54533410072327 +431 584.48 566.09607 18.3839111328125 337.96818853914738 +432 163.64 179.81236 16.17236328125 261.54533410072327 433 297.62 337.3592 39.73919677734375 1579.2037605084479 -435 302.4 302.319031 0.080963134765625 0.0065550291910767555 -437 143.74 152.414749 8.67474365234375 75.251177433878183 -438 458.22 444.929657 13.29034423828125 176.63324997201562 +435 302.4 302.31903 0.080963134765625 0.0065550291910767555 +437 143.74 152.41475 8.67474365234375 75.251177433878183 +438 458.22 444.92966 13.29034423828125 176.63324997201562 443 558.65 553.2922 5.35784912109375 28.706547204405069 -444 318.45 345.343323 26.893310546875 723.25015217065811 -445 488.3 504.268921 15.96893310546875 255.00682452693582 +444 318.45 345.34332 26.893310546875 723.25015217065811 +445 488.3 504.26892 15.96893310546875 255.00682452693582 446 334.38 333.15152 1.228485107421875 1.5091756591573358 -447 398.83 467.337036 68.507049560546875 4693.2158394912258 -448 623.08 637.437561 14.3575439453125 206.13906814157963 +447 398.83 467.33704 68.507049560546875 4693.2158394912258 +448 623.08 637.43756 14.3575439453125 206.13906814157963 458 497.96 479.3892 18.57080078125 344.87464165687561 -459 318.93 320.458344 1.528350830078125 2.3358562598004937 -460 354.93 347.785126 7.144866943359375 51.049123638309538 -461 216.48 211.473663 5.0063323974609375 25.063364073866978 +459 318.93 320.45834 1.528350830078125 2.3358562598004937 +460 354.93 347.78513 7.144866943359375 51.049123638309538 +461 216.48 211.47366 5.0063323974609375 25.063364073866978 462 628.67 602.5538 26.1162109375 682.05647373199463 463 139.13 151.8366 12.706588745117188 161.45739753753878 468 340.51 324.4538 16.05621337890625 257.80198806896806 -469 223.11 287.016968 63.906967163085938 4084.1004519837443 +469 223.11 287.01697 63.906967163085938 4084.1004519837443 470 476.82 471.7048 5.115203857421875 26.16531050298363 -471 419.49 421.052216 1.562225341796875 2.4405480185523629 -472 335.12 333.298431 1.821563720703125 3.3180943885818124 +471 419.49 421.05222 1.562225341796875 2.4405480185523629 +472 335.12 333.29843 1.821563720703125 3.3180943885818124 473 570.17 558.2171 11.952880859375 142.87136083841324 -475 185.79 166.556122 19.233871459960938 369.94181133829989 -476 298.86 299.259766 0.3997802734375 0.15982426702976227 -477 317.85 344.526825 26.67681884765625 711.65266383066773 -478 442.16 429.387115 12.77288818359375 163.14667255058885 +475 185.79 166.55612 19.233871459960938 369.94181133829989 +476 298.86 299.25977 0.3997802734375 0.15982426702976227 +477 317.85 344.52682 26.67681884765625 711.65266383066773 +478 442.16 429.66302 12.496978759765625 156.17447812203318 479 329.43 328.1333 1.29669189453125 1.6814098693430424 481 246.03 276.923 30.89300537109375 954.37778085842729 485 564.95 482.92746 82.022552490234375 6727.6991170132533 486 325.87 323.8567 2.0133056640625 4.0533996969461441 -488 320.13 290.286652 29.843353271484375 890.62573448661715 -490 412.16 386.801544 25.35845947265625 643.0514668263495 +488 320.13 290.28665 29.843353271484375 890.62573448661715 +490 412.16 386.80154 25.35845947265625 643.0514668263495 491 393.81 408.4072 14.597198486328125 213.0782036492601 -494 317.12 304.338043 12.781951904296875 163.37829448375851 -496 104.85 193.117218 88.267219543457031 7791.1020459328429 +494 317.12 304.33804 12.781951904296875 163.37829448375851 +496 104.85 193.11722 88.267219543457031 7791.1020459328429 498 414 430.2381 16.23809814453125 263.67583135142922 -499 344.84 352.981873 8.141876220703125 66.290148393251002 +499 344.84 352.98187 8.141876220703125 66.290148393251002 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-out.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-out.txt index cd21c6e9d4..f5f22e5598 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-out.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-out.txt @@ -26,7 +26,7 @@ Virtual memory usage(MB): %Number% [1] 'Loading data for LightGBM' started. [1] 'Loading data for LightGBM' finished in %Time%. [2] 'Training with LightGBM' started. -[2] (%Time%) Iteration: 50 Training-rmse: 5.02354584275365 +[2] (%Time%) Iteration: 50 Training-rmse: 5.023545842753651 [2] 'Training with LightGBM' finished in %Time%. [3] 'Saving model' started. [3] 'Saving model' finished in %Time%. diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-rp.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-rp.txt index bf64ad5ed2..bace951aff 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-rp.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE-rp.txt @@ -1,4 +1,4 @@ LightGBMR L1(avg) L2(avg) RMS(avg) Loss-fn(avg) R Squared /iter /lr /nl /mil /v /nt Learner Name Train Dataset Test Dataset Results File Run Time Physical Memory Virtual Memory Command Line Settings -3.428896 25.23601 5.023546 25.23601 0.998616 50 0.2 20 10 + 1 LightGBMR %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMR{nt=1 iter=50 em=RootMeanSquaredError v=+ lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% out=%Output% seed=1 /iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 +3.428896 25.236013 5.023546 25.236013 0.998616 50 0.2 20 10 + 1 LightGBMR %Data% %Data% %Output% 99 0 0 maml.exe TrainTest test=%Data% tr=LightGBMR{nt=1 iter=50 em=RootMeanSquaredError v=+ lr=0.2 mil=10 nl=20} dout=%Output% loader=Text{col=Label:R4:11 col=Features:R4:0-10 sep=; header+} data=%Data% out=%Output% seed=1 /iter:50;/lr:0.2;/nl:20;/mil:10;/v:+;/nt:1 diff --git a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE.txt b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE.txt index 5f5a7cc20b..d137e2695c 100644 --- a/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE.txt +++ b/test/BaselineOutput/Common/LightGBMR/LightGBMRegRmse-TrainTest-generatedRegressionDataset.RMSE.txt @@ -1,501 +1,501 @@ Instance Label Score L1-loss L2-loss -0 140.66 140.224045 0.4359588623046875 0.19006012962199748 -1 148.12 150.455109 2.335113525390625 5.4527551764622331 -2 402.2 399.137634 3.0623779296875 9.3781585842370987 -3 443.51 440.823761 2.686248779296875 7.2159325042739511 +0 140.66 140.22404 0.4359588623046875 0.19006012962199748 +1 148.12 150.45511 2.335113525390625 5.4527551764622331 +2 402.2 399.13763 3.0623779296875 9.3781585842370987 +3 443.51 440.82376 2.686248779296875 7.2159325042739511 4 329.59 325.1096 4.48040771484375 20.074053291231394 5 322.18 316.19873 5.98126220703125 35.77549758926034 6 425.31 421.0235 4.2864990234375 18.374073877930641 -7 421.76 423.108826 1.34881591796875 1.8193043805658817 -8 159.37 154.908264 4.46173095703125 19.907043132930994 -9 325.18 323.497437 1.68255615234375 2.8309952057898045 -10 276.02 282.882629 6.862640380859375 47.095832997001708 -11 193.96 185.404175 8.5558319091796875 73.202259658137336 +7 421.76 423.10883 1.34881591796875 1.8193043805658817 +8 159.37 154.90826 4.46173095703125 19.907043132930994 +9 325.18 323.49744 1.68255615234375 2.8309952057898045 +10 276.02 282.88263 6.862640380859375 47.095832997001708 +11 193.96 185.40417 8.5558319091796875 73.202259658137336 12 472.97 463.2464 9.723602294921875 94.548441589809954 -13 266.98 267.559174 0.57916259765625 0.33542931452393532 -14 331.77 331.464661 0.305328369140625 0.093225413002073765 -15 187.16 187.073364 0.086639404296875 0.0075063863769173622 +13 266.98 267.55917 0.57916259765625 0.33542931452393532 +14 331.77 331.46466 0.305328369140625 0.093225413002073765 +15 187.16 187.07336 0.086639404296875 0.0075063863769173622 16 287.02 291.93634 4.916351318359375 24.170510285533965 17 404.13 402.2706 1.859405517578125 3.4573888787999749 -18 471.27 476.047943 4.7779541015625 22.828845396637917 -19 449.73 450.840942 1.110931396484375 1.2341685676947236 +18 471.27 476.04794 4.7779541015625 22.828845396637917 +19 449.73 450.84094 1.110931396484375 1.2341685676947236 20 290.11 283.6476 6.462371826171875 41.762249619700015 21 432.91 428.31134 4.598663330078125 21.14770442340523 22 522.87 531.2432 8.37322998046875 70.110980305820704 23 324.79 330.6525 5.86248779296875 34.368763122707605 -24 456.12 461.731873 5.61187744140625 31.493168417364359 -25 413.49 410.420471 3.06951904296875 9.4219471551477909 -26 235.38 226.345764 9.03424072265625 81.617505434900522 -27 476.59 473.507233 3.082763671875 9.5034318566322327 -28 360.71 358.212372 2.49761962890625 6.238103810697794 -29 205.51 209.709946 4.199951171875 17.639589846134186 -30 237.69 240.792557 3.1025543212890625 9.6258433165494353 -31 372.81 374.748138 1.938140869140625 3.7563900286331773 -32 349.87 352.201416 2.3314208984375 5.4355234056711197 -33 433 429.821716 3.17828369140625 10.101487223058939 +24 456.12 461.73187 5.61187744140625 31.493168417364359 +25 413.49 410.42047 3.06951904296875 9.4219471551477909 +26 235.38 226.34576 9.03424072265625 81.617505434900522 +27 476.59 473.50723 3.082763671875 9.5034318566322327 +28 360.71 358.21237 2.49761962890625 6.238103810697794 +29 205.51 209.70995 4.199951171875 17.639589846134186 +30 237.69 240.79256 3.1025543212890625 9.6258433165494353 +31 372.81 374.74814 1.938140869140625 3.7563900286331773 +32 349.87 352.20142 2.3314208984375 5.4355234056711197 +33 433 429.82172 3.17828369140625 10.101487223058939 34 537 541.5458 4.5457763671875 20.664082780480385 35 339.31 339.7508 0.4407958984375 0.19430102407932281 36 279.21 283.79892 4.58892822265625 21.05826223269105 -37 326.38 324.250977 2.1290283203125 4.5327615886926651 -38 501.43 499.065033 2.364959716796875 5.5930344620719552 +37 326.38 324.25098 2.1290283203125 4.5327615886926651 +38 501.43 499.06503 2.364959716796875 5.5930344620719552 39 486.78 484.7634 2.0166015625 4.0666818618774414 40 265.78 266.38327 0.603271484375 0.36393648386001587 41 638.26 645.6894 7.42938232421875 55.195721719413996 -42 439.78 442.052216 2.272216796875 5.162969172000885 +42 439.78 442.05222 2.272216796875 5.162969172000885 43 403.97 407.7912 3.821197509765625 14.601550408639014 -44 476.58 476.819824 0.239837646484375 0.057522096671164036 +44 476.58 476.81982 0.239837646484375 0.057522096671164036 45 324.73 329.1686 4.4385986328125 19.701157823204994 -46 155.52 152.405655 3.114349365234375 9.6991719687357545 -47 625.32 630.137756 4.8177490234375 23.210705652832985 -48 394.42 390.566742 3.853271484375 14.847701132297516 +46 155.52 152.40565 3.114349365234375 9.6991719687357545 +47 625.32 630.13776 4.8177490234375 23.210705652832985 +48 394.42 390.56674 3.853271484375 14.847701132297516 49 551.95 555.4268 3.476806640625 12.088184416294098 -50 378.13 380.802246 2.6722412109375 7.1408730894327164 +50 378.13 380.80225 2.6722412109375 7.1408730894327164 51 607.06 610.6877 3.627685546875 13.160102427005768 52 814.77 777.2688 37.501220703125 1406.3415542244911 53 658.94 655.5644 3.3756103515625 11.394745245575905 54 406.3 405.4421 0.857879638671875 0.73595747444778681 55 359.51 365.904 6.39398193359375 40.88300496712327 56 381.53 383.6162 2.086212158203125 4.3522811690345407 -57 351.27 353.250519 1.98052978515625 3.9224982298910618 -58 271.04 272.102325 1.06231689453125 1.1285171844065189 +57 351.27 353.25052 1.98052978515625 3.9224982298910618 +58 271.04 272.10233 1.06231689453125 1.1285171844065189 59 522.23 518.746 3.4840087890625 12.138317242264748 60 595.54 598.4608 2.92083740234375 8.5312911309301853 61 276.98 272.83548 4.14453125 17.177139282226562 -62 398.07 396.576752 1.493255615234375 2.2298123324289918 +62 398.07 396.57675 1.493255615234375 2.2298123324289918 63 565.44 565.3014 0.13861083984375 0.019212964922189713 -64 503.88 498.037842 5.8421630859375 34.130869522690773 +64 503.88 498.03784 5.8421630859375 34.130869522690773 65 278.21 275.2315 2.978485107421875 8.8713735351338983 -66 412.4 419.899323 7.49932861328125 56.239929649978876 +66 412.4 419.89932 7.49932861328125 56.239929649978876 67 392.53 391.14917 1.380828857421875 1.9066883334890008 -68 284.83 282.703674 2.126312255859375 4.5212038094177842 +68 284.83 282.70367 2.126312255859375 4.5212038094177842 69 342.33 348.5598 6.229827880859375 38.810755425132811 -70 319.81 327.203766 7.393768310546875 54.66780983004719 -71 465.97 462.617065 3.352935791015625 11.242178418673575 +70 319.81 327.20377 7.393768310546875 54.66780983004719 +71 465.97 462.61707 3.352935791015625 11.242178418673575 72 605.7 608.7913 3.09130859375 9.5561888217926025 -73 325.76 330.032623 4.272613525390625 18.255226337350905 -74 231.07 227.649658 3.42034912109375 11.698788110166788 -75 329.42 323.265533 6.15447998046875 37.877623829990625 -76 497.31 498.683533 1.37353515625 1.8865988254547119 -77 175.58 174.674332 0.905670166015625 0.82023844961076975 +73 325.76 330.03262 4.272613525390625 18.255226337350905 +74 231.07 227.64966 3.42034912109375 11.698788110166788 +75 329.42 323.26553 6.15447998046875 37.877623829990625 +76 497.31 498.68353 1.37353515625 1.8865988254547119 +77 175.58 174.67433 0.905670166015625 0.82023844961076975 78 611.68 613.9507 2.27069091796875 5.1560372449457645 -79 313.36 314.003418 0.6434326171875 0.41400553286075592 +79 313.36 314.00342 0.6434326171875 0.41400553286075592 80 523.49 521.8535 1.636474609375 2.6780491471290588 -81 405.43 412.945374 7.515380859375 56.480949461460114 -82 544.1 543.741638 0.35833740234375 0.12840569391846657 -83 557.92 548.920166 8.99981689453125 80.996704135090113 +81 405.43 412.94537 7.515380859375 56.480949461460114 +82 544.1 543.74164 0.35833740234375 0.12840569391846657 +83 557.92 548.92017 8.99981689453125 80.996704135090113 84 338.75 342.5408 3.790802001953125 14.37017981801182 -85 316.99 317.796478 0.806488037109375 0.65042295400053263 -86 381.21 380.944275 0.265716552734375 0.07060528639703989 -87 540.18 531.249939 8.9300537109375 79.745859280228615 -88 494.21 496.595642 2.385650634765625 5.6913289511576295 -89 507.79 507.410858 0.379150390625 0.14375501871109009 -90 315.69 314.245636 1.444366455078125 2.0861944565549493 -91 370.5 366.353363 4.146636962890625 17.194598102010787 +85 316.99 317.79648 0.806488037109375 0.65042295400053263 +86 381.21 380.94427 0.265716552734375 0.07060528639703989 +87 540.18 531.24994 8.9300537109375 79.745859280228615 +88 494.21 496.59564 2.385650634765625 5.6913289511576295 +89 507.79 507.41086 0.379150390625 0.14375501871109009 +90 315.69 314.24564 1.444366455078125 2.0861944565549493 +91 370.5 366.35336 4.146636962890625 17.194598102010787 92 254.02 253.76326 0.256744384765625 0.065917679108679295 93 599.81 600.4313 0.62127685546875 0.38598493114113808 94 538.19 536.0746 2.11541748046875 4.4749911166727543 -95 298.6 300.244537 1.64453125 2.7044830322265625 +95 298.6 300.24454 1.64453125 2.7044830322265625 96 603.69 595.7392 7.9508056640625 63.215310707688332 -97 274.36 265.120056 9.23992919921875 85.376291606575251 -98 164.33 169.490067 5.160064697265625 26.626267679966986 +97 274.36 265.12006 9.23992919921875 85.376291606575251 +98 164.33 169.49007 5.160064697265625 26.626267679966986 99 414.57 409.09726 5.472747802734375 29.95096851233393 -100 120.26 118.612091 1.6479110717773438 2.7156109004863538 +100 120.26 118.61209 1.6479110717773438 2.7156109004863538 101 210.75 213.7112 2.9611968994140625 8.7686870770994574 -102 519.61 518.671631 0.9383544921875 0.880509153008461 -103 204.42 197.841034 6.5789642333984375 43.28277038433589 -104 339.79 340.553284 0.763275146484375 0.58258894924074411 +102 519.61 518.67163 0.9383544921875 0.880509153008461 +103 204.42 197.84103 6.5789642333984375 43.28277038433589 +104 339.79 340.55328 0.763275146484375 0.58258894924074411 105 523.01 522.1477 0.8623046875 0.74356937408447266 106 372.35 371.3545 0.995513916015625 0.99104795698076487 -107 406.65 412.721619 6.071624755859375 36.864627175964415 -108 368.77 367.864044 0.90594482421875 0.82073602452874184 -109 400.39 401.999573 1.60955810546875 2.5906772948801517 -110 379.08 374.980377 4.099609375 16.806797027587891 -111 466.77 463.535126 3.23486328125 10.464340448379517 -112 195.44 193.705536 1.734466552734375 3.0083742225542665 -113 594.45 590.469238 3.98077392578125 15.846561048179865 -114 401.35 406.576416 5.226409912109375 27.315360569395125 -115 424.78 423.680145 1.099853515625 1.2096777558326721 -116 600.71 596.928467 3.78155517578125 14.300159547477961 -117 256.09 257.002716 0.9127197265625 0.83305729925632477 -118 242.38 238.548019 3.8319854736328125 14.68411267013289 -119 33.74 34.7082176 0.9682159423828125 0.93744211108423769 +107 406.65 412.72162 6.071624755859375 36.864627175964415 +108 368.77 367.86404 0.90594482421875 0.82073602452874184 +109 400.39 401.99957 1.60955810546875 2.5906772948801517 +110 379.08 374.98038 4.099609375 16.806797027587891 +111 466.77 463.53513 3.23486328125 10.464340448379517 +112 195.44 193.70554 1.734466552734375 3.0083742225542665 +113 594.45 590.46924 3.98077392578125 15.846561048179865 +114 401.35 406.57642 5.226409912109375 27.315360569395125 +115 424.78 423.68015 1.099853515625 1.2096777558326721 +116 600.71 596.92847 3.78155517578125 14.300159547477961 +117 256.09 257.00272 0.9127197265625 0.83305729925632477 +118 242.38 238.54802 3.8319854736328125 14.68411267013289 +119 33.74 34.708218 0.9682159423828125 0.93744211108423769 120 102.78 103.614586 0.83458709716796875 0.69653562275925651 121 443.92 444.8278 0.90777587890625 0.82405704632401466 -122 356.3 358.233582 1.93359375 3.7387847900390625 -123 435.75 446.218567 10.46856689453125 109.59089282527566 +122 356.3 358.23358 1.93359375 3.7387847900390625 +123 435.75 446.21857 10.46856689453125 109.59089282527566 124 211.81 200.2862 11.5238037109375 132.7980519682169 -125 518.87 515.858337 3.01165771484375 9.0700821913778782 +125 518.87 515.85834 3.01165771484375 9.0700821913778782 126 370.18 370.5857 0.40570068359375 0.16459304466843605 -127 430.06 426.003418 4.05657958984375 16.455837968736887 +127 430.06 426.00342 4.05657958984375 16.455837968736887 128 609.73 607.8321 1.89788818359375 3.6019795574247837 129 397.76 390.5086 7.25140380859375 52.582857195287943 -130 152.17 147.717682 4.4523162841796875 19.82312029437162 +130 152.17 147.71768 4.4523162841796875 19.82312029437162 131 329.71 334.3243 4.61431884765625 21.291938427835703 -132 375.37 381.774963 6.40496826171875 41.023618433624506 +132 375.37 381.77496 6.40496826171875 41.023618433624506 133 321.6 322.7192 1.11920166015625 1.2526123560965061 -134 362.22 366.307465 4.08746337890625 16.707356873899698 +134 362.22 366.30746 4.08746337890625 16.707356873899698 135 394.11 395.9377 1.827728271484375 3.3405906343832612 -136 556.66 557.926331 1.266357421875 1.6036611199378967 -137 363.91 365.245758 1.33575439453125 1.7842398025095463 -138 293.45 293.329224 0.12078857421875 0.014589879661798477 +136 556.66 557.92633 1.266357421875 1.6036611199378967 +137 363.91 365.24576 1.33575439453125 1.7842398025095463 +138 293.45 293.32922 0.12078857421875 0.014589879661798477 139 420.39 421.658 1.267974853515625 1.6077602291479707 140 218.78 222.4953 3.715301513671875 13.803465337492526 141 386.61 386.1913 0.418670654296875 0.17528511676937342 -142 411.14 421.168121 10.028106689453125 100.56292377505451 +142 411.14 421.16812 10.028106689453125 100.56292377505451 143 278.87 283.9422 5.07220458984375 25.727259401232004 -144 343.98 348.305267 4.32525634765625 18.707842472940683 +144 343.98 348.30527 4.32525634765625 18.707842472940683 145 384.31 384.5501 0.2401123046875 0.057653918862342834 146 176.88 176.256 0.6240081787109375 0.38938620709814131 147 429.99 428.7976 1.1923828125 1.4217767715454102 148 256.74 254.16745 2.572540283203125 6.6179635087028146 -149 185.8 183.476547 2.323455810546875 5.3984469035640359 -150 466.23 464.991425 1.23858642578125 1.5340963341295719 -151 221.42 222.388046 0.968048095703125 0.93711711559444666 -152 166.61 169.606445 2.9964447021484375 8.9786808530334383 -153 335.06 332.613281 2.44671630859375 5.9864206947386265 -154 342.29 339.705078 2.584930419921875 6.681865275837481 -155 253.24 251.429825 1.8101806640625 3.2767540365457535 -156 623.91 634.319458 10.40948486328125 108.35737511888146 -157 477.18 474.597717 2.582275390625 6.6681461930274963 +149 185.8 183.47655 2.323455810546875 5.3984469035640359 +150 466.23 464.99142 1.23858642578125 1.5340963341295719 +151 221.42 222.38805 0.968048095703125 0.93711711559444666 +152 166.61 169.60645 2.9964447021484375 8.9786808530334383 +153 335.06 332.61328 2.44671630859375 5.9864206947386265 +154 342.29 339.70508 2.584930419921875 6.681865275837481 +155 253.24 251.42982 1.8101806640625 3.2767540365457535 +156 623.91 634.31946 10.40948486328125 108.35737511888146 +157 477.18 474.59772 2.582275390625 6.6681461930274963 158 302.89 306.1107 3.220672607421875 10.372732044197619 159 414.89 424.305 9.41497802734375 88.64181125536561 -160 310.87 327.153351 16.283355712890625 265.14767327252775 -161 465.91 463.495636 2.41436767578125 5.8291712738573551 +160 310.87 327.15335 16.283355712890625 265.14767327252775 +161 465.91 463.49564 2.41436767578125 5.8291712738573551 162 137.98 133.3504 4.6295928955078125 21.433130378136411 163 570.41 576.4735 6.06353759765625 36.766488198190928 -164 266.5 263.034882 3.465118408203125 12.007045582868159 +164 266.5 263.03488 3.465118408203125 12.007045582868159 165 295.17 295.74295 0.57293701171875 0.32825681939721107 -166 53.59 61.0437622 7.4537620544433594 55.558568764259689 -167 365.17 363.824432 1.3455810546875 1.8105883747339249 +166 53.59 61.043762 7.4537620544433594 55.558568764259689 +167 365.17 363.82443 1.3455810546875 1.8105883747339249 168 133.92 133.83374 0.0862579345703125 0.0074404312763363123 -169 463.16 459.806976 3.35302734375 11.242792367935181 -170 329.91 331.660248 1.750244140625 3.0633545517921448 -171 351.11 346.933746 4.176239013671875 17.440972299315035 +169 463.16 459.80698 3.35302734375 11.242792367935181 +170 329.91 331.66025 1.750244140625 3.0633545517921448 +171 351.11 346.93375 4.176239013671875 17.440972299315035 172 631.85 633.1236 1.27362060546875 1.6221094466745853 -173 292.06 292.777069 0.717071533203125 0.5141915837302804 -174 397.85 399.610474 1.760467529296875 3.0992459217086434 -175 265.37 265.509369 0.139373779296875 0.019425050355494022 -176 240.33 235.331253 4.998748779296875 24.987489358521998 -177 582.54 583.705139 1.1651611328125 1.3576004654169083 +173 292.06 292.77707 0.717071533203125 0.5141915837302804 +174 397.85 399.61047 1.760467529296875 3.0992459217086434 +175 265.37 265.50937 0.139373779296875 0.019425050355494022 +176 240.33 235.33125 4.998748779296875 24.987489358521998 +177 582.54 583.70514 1.1651611328125 1.3576004654169083 178 587.8 589.734 1.93402099609375 3.740437213331461 -179 286.32 285.780121 0.539886474609375 0.29147740546613932 +179 286.32 285.78012 0.539886474609375 0.29147740546613932 180 201.54 208.10379 6.5637969970703125 43.083431018749252 181 564.53 556.7558 7.77423095703125 60.438666973263025 182 356.48 350.9771 5.502899169921875 30.281899274326861 183 550.32 537.4962 12.82379150390625 164.44962853565812 -184 357.32 363.214935 5.894927978515625 34.750175871886313 +184 357.32 363.21494 5.894927978515625 34.750175871886313 185 378.04 374.50528 3.53472900390625 12.49430913105607 -186 323.63 329.402832 5.7728271484375 33.325533285737038 +186 323.63 329.40283 5.7728271484375 33.325533285737038 187 416.69 417.81485 1.124847412109375 1.2652817005291581 188 525.72 521.4678 4.252197265625 18.081181585788727 189 522.62 522.8578 0.23779296875 0.056545495986938477 -190 127.23 128.915329 1.6853256225585938 2.8403224540525116 +190 127.23 128.91533 1.6853256225585938 2.8403224540525116 191 354.44 355.0101 0.570098876953125 0.32501272950321436 -192 428.4 425.080261 3.319732666015625 11.020624973811209 -193 320.63 316.952881 3.6771240234375 13.521241083741188 +192 428.4 425.08026 3.319732666015625 11.020624973811209 +193 320.63 316.95288 3.6771240234375 13.521241083741188 194 372 370.9833 1.016693115234375 1.0336648905649781 -195 493.81 496.790833 2.9808349609375 8.8853770643472672 -196 366.61 364.488861 2.121124267578125 4.4991681585088372 +195 493.81 496.79083 2.9808349609375 8.8853770643472672 +196 366.61 364.48886 2.121124267578125 4.4991681585088372 197 545.18 552.6655 7.48553466796875 56.033229265362024 -198 419.62 421.143433 1.5234375 2.32086181640625 +198 419.62 421.14343 1.5234375 2.32086181640625 199 277.7 269.3237 8.376312255859375 70.162607007659972 200 520.73 522.2479 1.5179443359375 2.3041550070047379 -201 473.99 478.935852 4.94586181640625 24.461549106985331 -202 599.88 599.318542 0.56146240234375 0.31524002924561501 +201 473.99 478.93585 4.94586181640625 24.461549106985331 +202 599.88 599.31854 0.56146240234375 0.31524002924561501 203 359.97 359.1246 0.84539794921875 0.7146976925432682 -204 350.02 346.890472 3.1295166015625 9.7938741594552994 -205 373.22 374.334961 1.114959716796875 1.2431351700797677 +204 350.02 346.89047 3.1295166015625 9.7938741594552994 +205 373.22 374.33496 1.114959716796875 1.2431351700797677 206 409.47 409.7933 0.32330322265625 0.10452497377991676 207 578.94 583.6916 4.7515869140625 22.577578201889992 -208 451.81 456.946838 5.1368408203125 26.387133613228798 +208 451.81 456.94684 5.1368408203125 26.387133613228798 209 338.91 341.9607 3.050689697265625 9.3067076290026307 -210 402.47 401.906372 0.563629150390625 0.31767781917005777 +210 402.47 401.90637 0.563629150390625 0.31767781917005777 211 70.4 73.06616 2.6661605834960938 7.1084122569882311 212 581.8 582.547 0.74700927734375 0.55802286043763161 -213 451.97 453.265564 1.295562744140625 1.6784828240051866 +213 451.97 453.26556 1.295562744140625 1.6784828240051866 214 535.65 535.6066 0.04339599609375 0.0018832124769687653 215 341.29 349.8035 8.51348876953125 72.479491028934717 -216 29.14 36.7801552 7.6401557922363281 58.371980529642315 +216 29.14 36.780155 7.6401557922363281 58.371980529642315 217 207.41 208.93692 1.52691650390625 2.3314740099012852 218 225.92 223.1571 2.7628936767578125 7.6335814690683037 219 397.29 392.2622 5.027801513671875 25.278788060881197 220 538.11 537.8904 0.2196044921875 0.048226132988929749 -221 160.12 160.415878 0.2958831787109375 0.087546855444088578 -222 456.59 460.130981 3.540985107421875 12.538575530983508 -223 288.84 281.263153 7.57684326171875 57.408553812652826 -224 573.66 576.083862 2.42388916015625 5.875238660722971 -225 330.02 333.517639 3.497650146484375 12.23355654720217 -226 197.4 194.289459 3.11053466796875 9.6754259206354618 -227 231.72 234.716766 2.99676513671875 8.9806012846529484 -228 320.12 318.717377 1.402618408203125 1.9673383990302682 -229 144.21 141.322617 2.88739013671875 8.3370218016207218 -230 249.61 247.909576 1.7004241943359375 2.8914424406830221 +221 160.12 160.41588 0.2958831787109375 0.087546855444088578 +222 456.59 460.13098 3.540985107421875 12.538575530983508 +223 288.84 281.26315 7.57684326171875 57.408553812652826 +224 573.66 576.08386 2.42388916015625 5.875238660722971 +225 330.02 333.51764 3.497650146484375 12.23355654720217 +226 197.4 194.28946 3.11053466796875 9.6754259206354618 +227 231.72 234.71677 2.99676513671875 8.9806012846529484 +228 320.12 318.71738 1.402618408203125 1.9673383990302682 +229 144.21 141.32262 2.88739013671875 8.3370218016207218 +230 249.61 247.90958 1.7004241943359375 2.8914424406830221 231 469.25 467.8865 1.363494873046875 1.8591182688251138 232 371.53 375.9365 4.406494140625 19.417190611362457 -233 451.7 451.895782 0.195770263671875 0.03832599613815546 +233 451.7 451.89578 0.195770263671875 0.03832599613815546 234 430.73 431.08847 0.35845947265625 0.12849319353699684 -235 188.62 185.110687 3.509307861328125 12.315241665579379 -236 235.78 239.364441 3.584442138671875 12.848225445486605 -237 396.81 393.950623 2.859375 8.176025390625 -238 424.23 421.304016 2.925994873046875 8.5614459970965981 -239 465.54 465.474976 0.065032958984375 0.004229285754263401 -240 256.29 253.150635 3.139373779296875 9.855667726136744 -241 161.32 158.883133 2.4368743896484375 5.9383567909244448 -242 251.1 257.147766 6.047760009765625 36.575401135720313 -243 368.25 370.793182 2.543182373046875 6.4677765825763345 +235 188.62 185.11069 3.509307861328125 12.315241665579379 +236 235.78 239.36444 3.584442138671875 12.848225445486605 +237 396.81 393.95062 2.859375 8.176025390625 +238 424.23 421.30402 2.925994873046875 8.5614459970965981 +239 465.54 465.47498 0.065032958984375 0.004229285754263401 +240 256.29 253.15063 3.139373779296875 9.855667726136744 +241 161.32 158.88313 2.4368743896484375 5.9383567909244448 +242 251.1 257.14777 6.047760009765625 36.575401135720313 +243 368.25 370.79318 2.543182373046875 6.4677765825763345 244 643.52 645.3279 1.807861328125 3.2683625817298889 245 353.06 356.1863 3.126312255859375 9.7738283211365342 -246 362.88 371.511963 8.6319580078125 74.510699048638344 -247 430.27 426.520844 3.7491455078125 14.056092038750648 -248 355.19 360.652771 5.4627685546875 29.841840282082558 -249 300.71 299.635284 1.07470703125 1.1549952030181885 +246 362.88 371.51196 8.6319580078125 74.510699048638344 +247 430.27 426.52084 3.7491455078125 14.056092038750648 +248 355.19 360.65277 5.4627685546875 29.841840282082558 +249 300.71 299.63528 1.07470703125 1.1549952030181885 250 548.8 554.4425 5.64251708984375 31.837999109178782 251 201.68 196.7529 4.927093505859375 24.276250415481627 252 632.92 628.0144 4.90557861328125 24.064701531082392 -253 442.46 440.858063 1.6019287109375 2.5661755949258804 -254 403.58 405.513184 1.933197021484375 3.7372507238760591 +253 442.46 440.85806 1.6019287109375 2.5661755949258804 +254 403.58 405.51318 1.933197021484375 3.7372507238760591 255 485.05 483.7542 1.2957763671875 1.6790363937616348 256 444.52 441.64566 2.87432861328125 8.2617649771273136 -257 391.36 393.522644 2.16265869140625 4.6770926155149937 -258 460.31 457.700165 2.609832763671875 6.8112270543351769 +257 391.36 393.52264 2.16265869140625 4.6770926155149937 +258 460.31 457.70016 2.609832763671875 6.8112270543351769 259 499.14 496.9051 2.23492431640625 4.9948867000639439 -260 519.45 521.127441 1.67742919921875 2.8137687183916569 +260 519.45 521.12744 1.67742919921875 2.8137687183916569 261 244.49 248.31041 3.820404052734375 14.595487126149237 -262 447.03 450.748749 3.71875 13.8291015625 -263 245.69 249.735138 4.045135498046875 16.363121197558939 +262 447.03 450.74875 3.71875 13.8291015625 +263 245.69 249.73514 4.045135498046875 16.363121197558939 264 446.74 446.5749 0.16510009765625 0.027258042246103287 -265 494.44 491.128723 3.311279296875 10.964570581912994 -266 377.57 376.187775 1.382232666015625 1.9105671430006623 -267 557.56 558.683655 1.1236572265625 1.2626055628061295 +265 494.44 491.12872 3.311279296875 10.964570581912994 +266 377.57 376.18777 1.382232666015625 1.9105671430006623 +267 557.56 558.68365 1.1236572265625 1.2626055628061295 268 506.71 517.4891 10.779083251953125 116.18863575253636 269 465.86 467.1461 1.286102294921875 1.6540591130033135 -270 347.9 343.925842 3.974151611328125 15.793881029821932 -271 368.55 370.746277 2.1962890625 4.8236856460571289 -272 743.72 740.933533 2.78643798828125 7.7642366625368595 -273 117.89 121.298943 3.4089431762695312 11.6208935790346 -274 398.76 396.290131 2.469879150390625 6.1003030175343156 +270 347.9 343.92584 3.974151611328125 15.793881029821932 +271 368.55 370.74628 2.1962890625 4.8236856460571289 +272 743.72 740.93353 2.78643798828125 7.7642366625368595 +273 117.89 121.29894 3.4089431762695312 11.6208935790346 +274 398.76 396.29013 2.469879150390625 6.1003030175343156 275 427.84 428.504 0.66400146484375 0.44089794531464577 -276 211.26 213.637848 2.3778533935546875 5.6541867612395436 -277 477.96 477.878479 0.081512451171875 0.0066442796960473061 +276 211.26 213.63785 2.3778533935546875 5.6541867612395436 +277 477.96 477.87848 0.081512451171875 0.0066442796960473061 278 195.99 196.9066 0.916595458984375 0.84014723543077707 -279 396.87 399.976746 3.10675048828125 9.6518985964357853 -280 414.67 414.099182 0.570831298828125 0.32584837172180414 +279 396.87 399.97675 3.10675048828125 9.6518985964357853 +280 414.67 414.09918 0.570831298828125 0.32584837172180414 281 332.09 332.0963 0.006317138671875 3.9906240999698639E-05 -282 430.75 432.824554 2.074554443359375 4.3037761384621263 -283 283.59 286.276764 2.686767578125 7.218720018863678 -284 435.84 437.019653 1.179656982421875 1.3915905961766839 -285 247.75 252.261612 4.5116119384765625 20.354642283404246 -286 389.29 388.044159 1.245849609375 1.5521412491798401 -287 474.79 474.024963 0.765045166015625 0.58529410604387522 +282 430.75 432.82455 2.074554443359375 4.3037761384621263 +283 283.59 286.27676 2.686767578125 7.218720018863678 +284 435.84 437.01965 1.179656982421875 1.3915905961766839 +285 247.75 252.26161 4.5116119384765625 20.354642283404246 +286 389.29 388.04416 1.245849609375 1.5521412491798401 +287 474.79 474.02496 0.765045166015625 0.58529410604387522 288 302.89 304.96875 2.0787353515625 4.3211406618356705 -289 314.35 313.317535 1.032470703125 1.0659957528114319 -290 480.87 485.815033 4.945037841796875 24.453399256803095 -291 478.9 477.138977 1.761016845703125 3.101180330850184 -292 485.49 481.613037 3.876953125 15.030765533447266 +289 314.35 313.31754 1.032470703125 1.0659957528114319 +290 480.87 485.81503 4.945037841796875 24.453399256803095 +291 478.9 477.13898 1.761016845703125 3.101180330850184 +292 485.49 481.61304 3.876953125 15.030765533447266 293 448.7 452.7966 4.096588134765625 16.782034345902503 294 468.38 465.3654 3.014617919921875 9.0879212031140924 295 239.93 229.63916 10.29083251953125 105.90123394504189 -296 278.47 289.092865 10.62286376953125 112.84523466601968 -297 175.46 176.171432 0.71142578125 0.50612664222717285 -298 375.75 373.036133 2.7138671875 7.3650751113891602 -299 497.29 495.856384 1.433624267578125 2.0552785405889153 -300 400.64 401.346039 0.706024169921875 0.49847012851387262 -301 329.18 331.260071 2.080078125 4.3267250061035156 -302 501.4 502.395569 0.995574951171875 0.99116948340088129 +296 278.47 289.09286 10.62286376953125 112.84523466601968 +297 175.46 176.17143 0.71142578125 0.50612664222717285 +298 375.75 373.03613 2.7138671875 7.3650751113891602 +299 497.29 495.85638 1.433624267578125 2.0552785405889153 +300 400.64 401.34604 0.706024169921875 0.49847012851387262 +301 329.18 331.26007 2.080078125 4.3267250061035156 +302 501.4 502.39557 0.995574951171875 0.99116948340088129 303 437.39 439.9845 2.594482421875 6.7313390374183655 304 724.39 725.3512 0.961181640625 0.92387014627456665 -305 323.71 326.806183 3.09619140625 9.5864012241363525 +305 323.71 326.80618 3.09619140625 9.5864012241363525 306 759.8 717.3307 42.46929931640625 1803.6413844265044 -307 475.94 474.490265 1.449737548828125 2.1017389604821801 +307 475.94 474.49026 1.449737548828125 2.1017389604821801 308 588.22 599.2059 10.98590087890625 120.69001812115312 -309 595.04 595.947937 0.907958984375 0.82438951730728149 +309 595.04 595.94794 0.907958984375 0.82438951730728149 310 443.31 445.4131 2.10308837890625 4.4229807294905186 -311 353.34 349.401642 3.9383544921875 15.510636106133461 -312 476.14 470.376556 5.763458251953125 33.217451022006571 +311 353.34 349.40164 3.9383544921875 15.510636106133461 +312 476.14 470.37656 5.763458251953125 33.217451022006571 313 371.69 371.031 0.65899658203125 0.43427649512887001 314 391.02 387.7967 3.223297119140625 10.389644318260252 315 0 13.31234 13.312339782714844 177.21839049045229 -316 362.01 363.372467 1.362457275390625 1.8562898272648454 -317 247.3 252.237045 4.937042236328125 24.374386043287814 -318 364.18 360.766083 3.413909912109375 11.654780887998641 +316 362.01 363.37247 1.362457275390625 1.8562898272648454 +317 247.3 252.23705 4.937042236328125 24.374386043287814 +318 364.18 360.76608 3.413909912109375 11.654780887998641 319 333.75 334.6167 0.86669921875 0.75116753578186035 -320 188.21 192.444687 4.23468017578125 17.932516191154718 -321 184.42 175.902908 8.51708984375 72.540819406509399 -322 636.37 635.671936 0.69805908203125 0.48728648200631142 +320 188.21 192.44469 4.23468017578125 17.932516191154718 +321 184.42 175.90291 8.51708984375 72.540819406509399 +322 636.37 635.67194 0.69805908203125 0.48728648200631142 323 433.32 427.2338 6.086212158203125 37.041978434659541 324 396.5 397.815 1.31500244140625 1.729231420904398 -325 426.49 427.406952 0.916961669921875 0.84081870410591364 -326 271.74 271.658875 0.08111572265625 0.0065797604620456696 -327 98.05 120.957268 22.907264709472656 524.74277646985138 -328 478.4 479.309631 0.909637451171875 0.82744029257446527 +325 426.49 427.40695 0.916961669921875 0.84081870410591364 +326 271.74 271.65887 0.08111572265625 0.0065797604620456696 +327 98.05 120.95727 22.907264709472656 524.74277646985138 +328 478.4 479.30963 0.909637451171875 0.82744029257446527 329 424.76 436.6785 11.918487548828125 142.05034545157105 330 508.86 508.2961 0.563873291015625 0.31795308832079172 331 99.39 112.9598 13.569801330566406 184.13950815104181 -332 435.84 443.968018 8.128021240234375 66.064729281701148 -333 222.87 223.691116 0.8211212158203125 0.67424005107022822 -334 441.84 441.111023 0.728973388671875 0.53140220139175653 -335 373.57 370.805084 2.764923095703125 7.6447997251525521 -336 302.57 298.158569 4.41143798828125 19.460785124450922 +332 435.84 443.96802 8.128021240234375 66.064729281701148 +333 222.87 223.69112 0.8211212158203125 0.67424005107022822 +334 441.84 441.11102 0.728973388671875 0.53140220139175653 +335 373.57 370.80508 2.764923095703125 7.6447997251525521 +336 302.57 298.15857 4.41143798828125 19.460785124450922 337 681.23 697.3337 16.10369873046875 259.32911280170083 338 533.49 536.82196 3.33197021484375 11.102025512605906 -339 265.55 260.600281 4.94970703125 24.499599695205688 +339 265.55 260.60028 4.94970703125 24.499599695205688 340 128.89 123.663574 5.2264251708984375 27.315520067000762 341 403.78 399.1207 4.6593017578125 21.709092870354652 342 442.17 442.0789 0.09112548828125 0.0083038546144962311 -343 153.13 147.169388 5.9606170654296875 35.52895580069162 -344 194.78 194.320145 0.4598541259765625 0.21146581717766821 +343 153.13 147.16939 5.9606170654296875 35.52895580069162 +344 194.78 194.32014 0.4598541259765625 0.21146581717766821 345 177.79 168.2653 9.524688720703125 90.719695226289332 346 449.69 448.8301 0.859893798828125 0.73941734526306391 -347 178.24 176.444672 1.7953338623046875 3.2232236771378666 +347 178.24 176.44467 1.7953338623046875 3.2232236771378666 348 553.2 555.6268 2.4267578125 5.8891534805297852 -349 455.21 451.049133 4.160858154296875 17.312740580178797 -350 513.66 506.344635 7.315338134765625 53.514172025956213 -351 367.79 369.041626 1.251617431640625 1.5665461951866746 +349 455.21 451.04913 4.160858154296875 17.312740580178797 +350 513.66 506.34464 7.315338134765625 53.514172025956213 +351 367.79 369.04163 1.251617431640625 1.5665461951866746 352 320.48 319.63385 0.846160888671875 0.71598824951797724 353 523.8 523.8234 0.0234375 0.00054931640625 -354 482.38 486.475464 4.095458984375 16.772784292697906 -355 389.01 387.062561 1.94744873046875 3.7925565578043461 -356 322.72 319.903473 2.8165283203125 7.9328317791223526 -357 317.61 318.422424 0.81243896484375 0.66005707159638405 +354 482.38 486.47546 4.095458984375 16.772784292697906 +355 389.01 387.06256 1.94744873046875 3.7925565578043461 +356 322.72 319.90347 2.8165283203125 7.9328317791223526 +357 317.61 318.42242 0.81243896484375 0.66005707159638405 358 503.57 505.6826 2.112579345703125 4.4629914918914437 359 686.9 679.9669 6.93310546875 48.067951440811157 360 537.48 539.0607 1.58074951171875 2.4987690187990665 -361 451.83 447.611023 4.218963623046875 17.799654052592814 -362 346.62 344.964722 1.6552734375 2.7399301528930664 +361 451.83 447.61102 4.218963623046875 17.799654052592814 +362 346.62 344.96472 1.6552734375 2.7399301528930664 363 376.25 378.5035 2.253509521484375 5.0783051634207368 -364 244.16 248.775543 4.61553955078125 21.303205344825983 +364 244.16 248.77554 4.61553955078125 21.303205344825983 365 357.16 359.7213 2.561309814453125 6.5603079656139016 -366 480.98 476.297546 4.682464599609375 21.925474726594985 +366 480.98 476.29755 4.682464599609375 21.925474726594985 367 304.97 307.1857 2.2156982421875 4.9093187004327774 -368 100.54 103.469437 2.9294357299804688 8.5815936960862018 -369 503.76 494.848053 8.911956787109375 79.422973775304854 -370 288.54 287.995148 0.54486083984375 0.29687333479523659 +368 100.54 103.46944 2.9294357299804688 8.5815936960862018 +369 503.76 494.84805 8.911956787109375 79.422973775304854 +370 288.54 287.99515 0.54486083984375 0.29687333479523659 371 255.38 263.0313 7.65130615234375 58.54248583689332 -372 458.9 456.690979 2.209014892578125 4.8797467956319451 +372 458.9 456.69098 2.209014892578125 4.8797467956319451 373 318.17 315.7956 2.374420166015625 5.6378711247816682 -374 466.28 462.752258 3.527740478515625 12.444952883757651 -375 403.98 398.289246 5.690765380859375 32.384810619987547 -376 525.67 522.391235 3.27874755859375 10.750185552984476 -377 456.76 451.756622 5.003387451171875 25.033885986544192 -378 285.71 281.910583 3.799407958984375 14.435500838793814 -379 384.26 382.456268 1.803741455078125 3.2534832367673516 -380 477.25 477.712555 0.462554931640625 0.21395706478506327 +374 466.28 462.75226 3.527740478515625 12.444952883757651 +375 403.98 398.28925 5.690765380859375 32.384810619987547 +376 525.67 522.39124 3.27874755859375 10.750185552984476 +377 456.76 451.75662 5.003387451171875 25.033885986544192 +378 285.71 281.91058 3.799407958984375 14.435500838793814 +379 384.26 382.45627 1.803741455078125 3.2534832367673516 +380 477.25 477.71255 0.462554931640625 0.21395706478506327 381 134.62 128.3501 6.2698974609375 39.311614170670509 382 189.03 188.389 0.6409912109375 0.41086973249912262 383 393.98 392.478 1.50201416015625 2.256046537309885 -384 355.24 361.066376 5.826385498046875 33.946767971850932 +384 355.24 361.06638 5.826385498046875 33.946767971850932 385 516.48 518.0811 1.60113525390625 2.5636341013014317 -386 302.84 298.368835 4.471160888671875 19.991279692389071 -387 463.9 457.567474 6.33251953125 40.10080361366272 -388 263.28 265.753967 2.473968505859375 6.1205201679840684 +386 302.84 298.36884 4.471160888671875 19.991279692389071 +387 463.9 457.56747 6.33251953125 40.10080361366272 +388 263.28 265.75397 2.473968505859375 6.1205201679840684 389 522.8 528.7401 5.94012451171875 35.285079214721918 -390 483.43 481.170227 2.259765625 5.1065406799316406 +390 483.43 481.17023 2.259765625 5.1065406799316406 391 532.85 532.025 0.824951171875 0.68054443597793579 -392 234.17 223.938171 10.231826782226562 104.69027930148877 +392 234.17 223.93817 10.231826782226562 104.69027930148877 393 656 664.1993 8.19927978515625 67.228188995271921 -394 574.2 574.269043 0.06903076171875 0.0047652460634708405 -395 446.25 445.198639 1.051361083984375 1.1053601289168 +394 574.2 574.26904 0.06903076171875 0.0047652460634708405 +395 446.25 445.19864 1.051361083984375 1.1053601289168 396 311.71 314.7436 3.033599853515625 9.2027280712500215 -397 358.82 359.545715 0.7257080078125 0.52665211260318756 -398 278.19 279.929352 1.739349365234375 3.0253362143412232 +397 358.82 359.54572 0.7257080078125 0.52665211260318756 +398 278.19 279.92935 1.739349365234375 3.0253362143412232 399 172.91 167.04718 5.862823486328125 34.37269923184067 -400 207.26 207.722183 0.462188720703125 0.21361841354519129 -401 456.08 458.483459 2.403472900390625 5.7766819829121232 -402 498.98 504.659546 5.679534912109375 32.257116817869246 -403 107.07 106.421547 0.6484527587890625 0.42049098038114607 -404 115.82 118.693291 2.873291015625 8.255801260471344 -405 332.09 331.367645 0.72235107421875 0.52179107442498207 -406 482.79 481.108368 1.681640625 2.8279151916503906 -407 200.21 195.980286 4.2297210693359375 17.890540324384347 +400 207.26 207.72218 0.462188720703125 0.21361841354519129 +401 456.08 458.48346 2.403472900390625 5.7766819829121232 +402 498.98 504.65955 5.679534912109375 32.257116817869246 +403 107.07 106.42155 0.6484527587890625 0.42049098038114607 +404 115.82 118.69329 2.873291015625 8.255801260471344 +405 332.09 331.36765 0.72235107421875 0.52179107442498207 +406 482.79 481.10837 1.681640625 2.8279151916503906 +407 200.21 195.98029 4.2297210693359375 17.890540324384347 408 330.84 327.3227 3.517303466796875 12.371423677541316 -409 329.31 328.018066 1.29193115234375 1.6690861023962498 +409 329.31 328.01807 1.29193115234375 1.6690861023962498 410 435.98 435.4265 0.553497314453125 0.30635927710682154 411 371.85 372.9509 1.10089111328125 1.21196124330163 412 487.32 487.7055 0.385498046875 0.1486087441444397 -413 352.21 355.784058 3.574066162109375 12.773948931135237 +413 352.21 355.78406 3.574066162109375 12.773948931135237 414 311.18 309.6661 1.513885498046875 2.2918493011966348 415 344.17 344.1583 0.01171875 0.0001373291015625 -416 146.42 146.344955 0.075042724609375 0.0056314105167984962 -417 209.91 218.203552 8.293548583984375 68.782948114909232 -418 670.07 667.227539 2.84246826171875 8.0796258188784122 -419 278.2 279.755066 1.5550537109375 2.4181920439004898 +416 146.42 146.34496 0.075042724609375 0.0056314105167984962 +417 209.91 218.20355 8.293548583984375 68.782948114909232 +418 670.07 667.22754 2.84246826171875 8.0796258188784122 +419 278.2 279.75507 1.5550537109375 2.4181920439004898 420 428.66 426.1744 2.485595703125 6.1781859993934631 421 525.08 525.98 0.89996337890625 0.80993408337235451 422 470.31 469.8104 0.499603271484375 0.24960342887789011 423 475.06 475.4623 0.402313232421875 0.16185593698173761 -424 385.98 388.666229 2.68621826171875 7.2157685495913029 -425 395.19 406.476776 11.286773681640625 127.39126014057547 +424 385.98 388.66623 2.68621826171875 7.2157685495913029 +425 395.19 406.47678 11.286773681640625 127.39126014057547 426 524.57 521.9908 2.5792236328125 6.6523945480585098 -427 361.7 361.053345 0.64666748046875 0.41817883029580116 -428 423.32 416.273132 7.046875 49.658447265625 -429 477.74 475.123077 2.616912841796875 6.8482328215613961 -430 425.15 420.912323 4.2376708984375 17.957854643464088 +427 361.7 361.05334 0.64666748046875 0.41817883029580116 +428 423.32 416.27313 7.046875 49.658447265625 +429 477.74 475.12308 2.616912841796875 6.8482328215613961 +430 425.15 420.91232 4.2376708984375 17.957854643464088 431 584.48 575.91 8.57000732421875 73.445025537163019 432 163.64 166.73909 3.099090576171875 9.6043623993173242 -433 297.62 294.080048 3.539947509765625 12.53122837189585 -434 360.32 359.061737 1.258270263671875 1.5832440564408898 -435 302.4 299.775726 2.624267578125 6.886780321598053 +433 297.62 294.08005 3.539947509765625 12.53122837189585 +434 360.32 359.06174 1.258270263671875 1.5832440564408898 +435 302.4 299.77573 2.624267578125 6.886780321598053 436 356.64 356.8304 0.190399169921875 0.03625184390693903 -437 143.74 147.674591 3.9345855712890625 15.480963617796078 -438 458.22 459.984955 1.76495361328125 3.1150612570345402 -439 215.28 214.958817 0.3211822509765625 0.10315803834237158 +437 143.74 147.67459 3.9345855712890625 15.480963617796078 +438 458.22 459.98495 1.76495361328125 3.1150612570345402 +439 215.28 214.95882 0.3211822509765625 0.10315803834237158 440 528.99 532.1157 3.125732421875 9.770203173160553 441 352.24 355.875 3.635009765625 13.213295996189117 442 557.05 556.6864 0.36358642578125 0.13219508901238441 443 558.65 563.9403 5.290283203125 27.98709636926651 444 318.45 321.0522 2.6021728515625 6.7713035494089127 -445 488.3 482.534332 5.765655517578125 33.242783547379076 -446 334.38 338.408142 4.02813720703125 16.225889358669519 -447 398.83 395.730652 3.099334716796875 9.6058756867423654 -448 623.08 629.198364 6.11834716796875 37.434172067791224 -449 713.95 706.856445 7.09356689453125 50.318691287189722 -450 379.64 381.976471 2.336456298828125 5.4590280363336205 +445 488.3 482.53433 5.765655517578125 33.242783547379076 +446 334.38 338.40814 4.02813720703125 16.225889358669519 +447 398.83 395.73065 3.099334716796875 9.6058756867423654 +448 623.08 629.19836 6.11834716796875 37.434172067791224 +449 713.95 706.85645 7.09356689453125 50.318691287189722 +450 379.64 381.97647 2.336456298828125 5.4590280363336205 451 471.12 472.8267 1.706695556640625 2.9128097230568528 452 228.99 230.2249 1.234893798828125 1.5249626943841577 -453 400.13 396.993622 3.136383056640625 9.8368986779823899 -454 365.24 364.087158 1.15283203125 1.329021692276001 -455 285.59 287.288483 1.698486328125 2.8848558068275452 +453 400.13 396.99362 3.136383056640625 9.8368986779823899 +454 365.24 364.08716 1.15283203125 1.329021692276001 +455 285.59 287.28848 1.698486328125 2.8848558068275452 456 529.54 528.1437 1.39630126953125 1.9496572352945805 -457 375.76 371.180664 4.579345703125 20.970407068729401 +457 375.76 371.18066 4.579345703125 20.970407068729401 458 497.96 504.5354 6.575408935546875 43.236002669669688 -459 318.93 319.464722 0.53472900390625 0.28593510761857033 -460 354.93 354.854462 0.075531005859375 0.0057049328461289406 -461 216.48 211.869461 4.61053466796875 21.257029924541712 +459 318.93 319.46472 0.53472900390625 0.28593510761857033 +460 354.93 354.85446 0.075531005859375 0.0057049328461289406 +461 216.48 211.86946 4.61053466796875 21.257029924541712 462 628.67 628.6365 0.03350830078125 0.0011228062212467194 -463 139.13 136.137573 2.992431640625 8.9546471238136292 -464 330.37 335.718231 5.348236083984375 28.603629210032523 +463 139.13 136.13757 2.992431640625 8.9546471238136292 +464 330.37 335.71823 5.348236083984375 28.603629210032523 465 275.41 276.5683 1.158294677734375 1.3416465604677796 -466 394.16 397.966827 3.80682373046875 14.49190691486001 -467 290.7 287.675659 3.02435302734375 9.1467112340033054 +466 394.16 397.96683 3.80682373046875 14.49190691486001 +467 290.7 287.67566 3.02435302734375 9.1467112340033054 468 340.51 343.1547 2.644683837890625 6.9943526023998857 469 223.11 224.4064 1.2964019775390625 1.6806580873671919 -470 476.82 475.406738 1.41326904296875 1.9973293878138065 -471 419.49 423.270172 3.780181884765625 14.289775081910193 -472 335.12 338.414673 3.294677734375 10.854901373386383 +470 476.82 475.40674 1.41326904296875 1.9973293878138065 +471 419.49 423.27017 3.780181884765625 14.289775081910193 +472 335.12 338.41467 3.294677734375 10.854901373386383 473 570.17 573.6662 3.4962158203125 12.223525062203407 -474 415.01 413.752563 1.2574462890625 1.5811711698770523 -475 185.79 188.848618 3.058624267578125 9.3551824102178216 +474 415.01 413.75256 1.2574462890625 1.5811711698770523 +475 185.79 188.84862 3.058624267578125 9.3551824102178216 476 298.86 301.4117 2.551727294921875 6.5113121876493096 477 317.85 323.4828 5.632781982421875 31.728232861496508 -478 442.16 434.387756 7.772247314453125 60.407828317023814 -479 329.43 323.408173 6.021820068359375 36.262316935695708 +478 442.16 434.38776 7.772247314453125 60.407828317023814 +479 329.43 323.40817 6.021820068359375 36.262316935695708 480 405.09 405.4084 0.318389892578125 0.10137212369590998 -481 246.03 242.381775 3.648223876953125 13.30953745637089 +481 246.03 242.38177 3.648223876953125 13.30953745637089 482 421.97 420.7866 1.18341064453125 1.4004607535898685 -483 212.58 213.636948 1.05694580078125 1.1171344257891178 -484 457.58 457.615021 0.0350341796875 0.0012273937463760376 -485 564.95 566.227051 1.27703857421875 1.6308275200426579 +483 212.58 213.63695 1.05694580078125 1.1171344257891178 +484 457.58 457.61502 0.0350341796875 0.0012273937463760376 +485 564.95 566.22705 1.27703857421875 1.6308275200426579 486 325.87 328.6657 2.79571533203125 7.8160242177546024 -487 401.24 403.496368 2.256378173828125 5.0912424633279443 -488 320.13 321.639954 1.50994873046875 2.2799451686441898 +487 401.24 403.49637 2.256378173828125 5.0912424633279443 +488 320.13 321.63995 1.50994873046875 2.2799451686441898 489 513.84 517.9952 4.1551513671875 17.26528288424015 -490 412.16 407.108154 5.051849365234375 25.521182009018958 -491 393.81 391.907959 1.90203857421875 3.6177507378160954 +490 412.16 407.10815 5.051849365234375 25.521182009018958 +491 393.81 391.90796 1.90203857421875 3.6177507378160954 492 239.49 240.2832 0.7931976318359375 0.62916248315013945 -493 387.51 382.003143 5.506866455078125 30.325578154064715 -494 317.12 318.410553 1.290557861328125 1.6655395934358239 -495 420.22 418.515533 1.7044677734375 2.9052103906869888 -496 104.85 106.578453 1.72845458984375 2.987555269151926 -497 599.98 597.912231 2.0677490234375 4.2755860239267349 -498 414 417.085266 3.08526611328125 9.518866989761591 -499 344.84 340.309784 4.53021240234375 20.522824410349131 +493 387.51 382.00314 5.506866455078125 30.325578154064715 +494 317.12 318.41055 1.290557861328125 1.6655395934358239 +495 420.22 418.51553 1.7044677734375 2.9052103906869888 +496 104.85 106.57845 1.72845458984375 2.987555269151926 +497 599.98 597.91223 2.0677490234375 4.2755860239267349 +498 414 417.08527 3.08526611328125 9.518866989761591 +499 344.84 340.30978 4.53021240234375 20.522824410349131 diff --git a/test/Directory.Build.props b/test/Directory.Build.props index c5f7bb09a3..eefaafc559 100644 --- a/test/Directory.Build.props +++ b/test/Directory.Build.props @@ -2,7 +2,7 @@ - net6.0;net462 + net6.0;net462;net8.0 net6.0 net6.0 $(TestTargetFramework) diff --git a/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs b/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs index d2a0f66931..81eec25f9a 100644 --- a/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs +++ b/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs @@ -676,8 +676,8 @@ public void TensorFlowTransformMNISTConvTest() var predicted = trainedModel.Transform(testData); var metrics = _mlContext.MulticlassClassification.Evaluate(predicted); - Assert.Equal(0.99, metrics.MicroAccuracy, 2); - Assert.Equal(1.0, metrics.MacroAccuracy, 2); + Assert.Equal(0.99, metrics.MicroAccuracy, .01); + Assert.Equal(0.93, metrics.MacroAccuracy, 2); var oneSample = GetOneMNISTExample(); @@ -901,8 +901,8 @@ public void TensorFlowTransformMNISTConvSavedModelTest() var metrics = _mlContext.MulticlassClassification.Evaluate(predicted); // First group of checks - Assert.Equal(0.99, metrics.MicroAccuracy, 2); - Assert.Equal(1.0, metrics.MacroAccuracy, 2); + Assert.Equal(0.99, metrics.MicroAccuracy, .01); + Assert.Equal(.93, metrics.MacroAccuracy, 2); // An in-memory example. Its label is predicted below. var oneSample = GetOneMNISTExample(); diff --git a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs index 5f073c58e5..6a618dfc24 100644 --- a/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs +++ b/test/Microsoft.ML.Tests/TrainerEstimators/TreeEstimators.cs @@ -529,9 +529,9 @@ private void LightGbmHelper(bool useSoftmax, double sigmoid, out string modelStr fixed (double* result1 = lgbmRawScores) { WrappedLightGbmInterface.BoosterPredictForMat(gbmNative.Handle, (IntPtr)data, WrappedLightGbmInterface.CApiDType.Float32, - _rowNumber, _columnNumber, 1, (int)WrappedLightGbmInterface.CApiPredictType.Normal, numberOfTrainingIterations, "", ref nativeLength, result0); + _rowNumber, _columnNumber, 1, (int)WrappedLightGbmInterface.CApiPredictType.Normal, 0, numberOfTrainingIterations, "", ref nativeLength, result0); WrappedLightGbmInterface.BoosterPredictForMat(gbmNative.Handle, (IntPtr)data, WrappedLightGbmInterface.CApiDType.Float32, - _rowNumber, _columnNumber, 1, (int)WrappedLightGbmInterface.CApiPredictType.Raw, numberOfTrainingIterations, "", ref nativeLength, result1); + _rowNumber, _columnNumber, 1, (int)WrappedLightGbmInterface.CApiPredictType.Raw, 0, numberOfTrainingIterations, "", ref nativeLength, result1); } modelString = gbmNative.GetModelString(); }