3 instantiations of MutualInformationFeatureSelectingEstimator
Microsoft.ML.Transforms (3)
FeatureSelectionCatalog.cs (2)
42=> new MutualInformationFeatureSelectingEstimator(CatalogUtils.GetEnvironment(catalog), outputColumnName, inputColumnName, labelColumnName, slotsInOutput, numberOfBins); 67return new MutualInformationFeatureSelectingEstimator(env, labelColumnName, slotsInOutput, numberOfBins,
MutualInformationFeatureSelection.cs (1)
270return new MutualInformationFeatureSelectingEstimator(env, options.LabelColumnName, options.SlotsInOutput, options.NumBins, cols).Fit(input).Transform(input) as IDataTransform;
23 references to MutualInformationFeatureSelectingEstimator
Microsoft.ML.Samples (2)
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 (1)
Transformers\FeatureSelectionTests.cs (1)
213var pipe = ML.Transforms.FeatureSelection.SelectFeaturesBasedOnMutualInformation("FeatureSelect", "VectorFloat", slotsInOutput: 1, labelColumnName: "Label");
Microsoft.ML.Transforms (20)
EntryPoints\SelectFeatures.cs (5)
31Desc = MutualInformationFeatureSelectingEstimator.Summary, 32UserName = MutualInformationFeatureSelectingEstimator.UserName, 33ShortName = MutualInformationFeatureSelectingEstimator.ShortName)] 34public static CommonOutputs.TransformOutput MutualInformationSelect(IHostEnvironment env, MutualInformationFeatureSelectingEstimator.Options input) 41var xf = MutualInformationFeatureSelectingEstimator.Create(host, input, input.Data);
FeatureSelectionCatalog.cs (5)
13using MutualInfoSelectDefaults = MutualInformationFeatureSelectingEstimator.Defaults; 22/// Create a <see cref="MutualInformationFeatureSelectingEstimator"/>, which selects the top k slots across all specified columns ordered by their mutual information with the label column. 37public static MutualInformationFeatureSelectingEstimator SelectFeaturesBasedOnMutualInformation(this TransformsCatalog.FeatureSelectionTransforms catalog, 45/// Create a <see cref="MutualInformationFeatureSelectingEstimator"/>, which selects the top k slots across all specified columns ordered by their mutual information with the label column. 59public static MutualInformationFeatureSelectingEstimator SelectFeaturesBasedOnMutualInformation(this TransformsCatalog.FeatureSelectionTransforms catalog,
MutualInformationFeatureSelection.cs (10)
17[assembly: LoadableClass(MutualInformationFeatureSelectingEstimator.Summary, typeof(IDataTransform), typeof(MutualInformationFeatureSelectingEstimator), typeof(MutualInformationFeatureSelectingEstimator.Options), typeof(SignatureDataTransform), 18MutualInformationFeatureSelectingEstimator.UserName, "MutualInformationFeatureSelection", "MutualInformationFeatureSelectionTransform", MutualInformationFeatureSelectingEstimator.ShortName)] 444throw _host.ExceptUserArg(nameof(MutualInformationFeatureSelectingEstimator.Options.LabelColumnName), 451throw _host.ExceptUserArg(nameof(MutualInformationFeatureSelectingEstimator.Options.LabelColumnName), 462throw _host.ExceptUserArg(nameof(MutualInformationFeatureSelectingEstimator.Options.Columns), 469throw _host.ExceptUserArg(nameof(MutualInformationFeatureSelectingEstimator.Options.Columns), 475throw _host.ExceptUserArg(nameof(MutualInformationFeatureSelectingEstimator.Options.Columns),