1 write to FeatureSelection
Microsoft.ML.Data (1)
Transforms\TransformsCatalog.cs (1)
45FeatureSelection = new FeatureSelectionTransforms(this);
24 references to FeatureSelection
Microsoft.ML.IntegrationTests (1)
SchemaDefinitionTests.cs (1)
69.Append(_ml.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("Features"));
Microsoft.ML.Samples (5)
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnCount.cs (2)
37mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount( 40.Append(mlContext.Transforms.FeatureSelection
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnCountMultiColumn.cs (1)
39var pipeline = mlContext.Transforms.FeatureSelection
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnMutualInformation.cs (1)
36var pipeline = mlContext.Transforms.FeatureSelection
Dynamic\Transforms\FeatureSelection\SelectFeaturesBasedOnMutualInformationMultiColumn.cs (1)
39var pipeline = mlContext.Transforms.FeatureSelection
Microsoft.ML.Tests (18)
OnnxConversionTest.cs (6)
1856mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("VectorOutput", "Vector", count: 690). 1857Append(mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("ScalarOutput", "Scalar", count: 100)), 1860mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("VectorOutput", "Vector", count: 800). 1861Append(mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("ScalarOutput", "Scalar", count: 800)), 1863mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("VectorOutput", "Vector"). 1864Append(mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("ScalarOutput", "Scalar"))
Scenarios\Api\CookbookSamples\CookbookSamplesDynamicApi.cs (1)
600.Append(mlContext.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("WorkclassOneHotTrimmed", "WorkclassOneHot", count: 10));
Transformers\FeatureSelectionTests.cs (11)
43.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("bag_of_words_count", "bag_of_words", 10) 44.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("bag_of_words_mi", "bag_of_words", labelColumnName: "label"))); 120var est = ML.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("FeatureSelect", "VectorFloat", count: 1) 121.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnCount(columns)); 153var pipe = ML.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("FeatureSelect", "VectorFloat", count: 1); 177var est = ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("FeatureSelect", "VectorFloat", slotsInOutput: 1, labelColumnName: "Label") 178.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation(labelColumnName: "Label", slotsInOutput: 2, numberOfBins: 100, 213var pipe = ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("FeatureSelect", "VectorFloat", slotsInOutput: 1, labelColumnName: "Label"); 239.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnCount("Features")); 247.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("Features", labelColumnName: "BadLabel")); 255.Append(ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("Features"));