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Update AutoMLExperimentTests.cs to fix timeout error #6638

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merged 1 commit into from
Apr 30, 2023
Merged

Update AutoMLExperimentTests.cs to fix timeout error #6638

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8 changes: 4 additions & 4 deletions test/Microsoft.ML.AutoML.Tests/AutoMLExperimentTests.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -223,7 +223,7 @@ public async Task AutoMLExperiment_UCI_Adult_Train_Test_Split_Test()
experiment.SetDataset(context.Data.TrainTestSplit(data))
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.UciAdultLabel)
.SetPipeline(pipeline)
.SetTrainingTimeInSeconds(1);
.SetMaxModelToExplore(1);

var result = await experiment.RunAsync();
result.Metric.Should().BeGreaterThan(0.8);
Expand All @@ -248,7 +248,7 @@ public async Task AutoMLExperiment_UCI_Adult_CV_5_Test()
experiment.SetDataset(data, 5)
.SetBinaryClassificationMetric(BinaryClassificationMetric.AreaUnderRocCurve, DatasetUtil.UciAdultLabel)
.SetPipeline(pipeline)
.SetTrainingTimeInSeconds(10);
.SetMaxModelToExplore(1);

var result = await experiment.RunAsync();
result.Metric.Should().BeGreaterThan(0.8);
Expand All @@ -275,7 +275,7 @@ public async Task AutoMLExperiment_Iris_CV_5_Test()
experiment.SetDataset(data, 5)
.SetMulticlassClassificationMetric(MulticlassClassificationMetric.MacroAccuracy, label)
.SetPipeline(pipeline)
.SetTrainingTimeInSeconds(10);
.SetMaxModelToExplore(1);

var result = await experiment.RunAsync();
result.Metric.Should().BeGreaterThan(0.8);
Expand All @@ -302,7 +302,7 @@ public async Task AutoMLExperiment_Iris_Train_Test_Split_Test()
experiment.SetDataset(context.Data.TrainTestSplit(data))
.SetMulticlassClassificationMetric(MulticlassClassificationMetric.MacroAccuracy, label)
.SetPipeline(pipeline)
.SetTrainingTimeInSeconds(10);
.SetMaxModelToExplore(1);

var result = await experiment.RunAsync();
result.Metric.Should().BeGreaterThan(0.8);
Expand Down