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Fixing broken link in MLlib Linear Methods documentation.
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docs/mllib-linear-methods.md

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@@ -785,8 +785,7 @@ gradient descent (`stepSize`, `numIterations`, `miniBatchFraction`). For each o
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all three possible regularizations (none, L1 or L2).
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For Logistic Regression, [L-BFGS](api/scala/index.html#org.apache.spark.mllib.optimization.LBFGS)
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version is implemented under [LogisticRegressionWithLBFGS]
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(api/scala/index.html#org.apache.spark.mllib.classification.LogisticRegressionWithLBFGS), and this
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version is implemented under [LogisticRegressionWithLBFGS](api/scala/index.html#org.apache.spark.mllib.classification.LogisticRegressionWithLBFGS), and this
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version supports both binary and multinomial Logistic Regression while SGD version only supports
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binary Logistic Regression. However, L-BFGS version doesn't support L1 regularization but SGD one
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supports L1 regularization. When L1 regularization is not required, L-BFGS version is strongly

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