3 instantiations of FeatureContributionCalculatingTransformer
Microsoft.ML.Data (3)
Transforms\FeatureContributionCalculationTransformer.cs (3)
155return new FeatureContributionCalculatingTransformer(env, ctx); 328new FeatureContributionCalculatingTransformer(env, model, featureColumnName, numberOfPositiveContributions, numberOfNegativeContributions, normalize)) 378var outData = new FeatureContributionCalculatingTransformer(host, predictor, options.FeatureColumn, options.Top, options.Bottom, options.Normalize).Transform(options.Data);
28 references to FeatureContributionCalculatingTransformer
Microsoft.ML.Data (23)
Transforms\FeatureContributionCalculationTransformer.cs (23)
18[assembly: LoadableClass(FeatureContributionCalculatingTransformer.Summary, typeof(FeatureContributionCalculatingTransformer), null, typeof(SignatureLoadModel), 19FeatureContributionCalculatingTransformer.FriendlyName, FeatureContributionCalculatingTransformer.LoaderSignature)] 21[assembly: LoadableClass(typeof(IRowMapper), typeof(FeatureContributionCalculatingTransformer), null, typeof(SignatureLoadRowMapper), 22FeatureContributionCalculatingTransformer.FriendlyName, FeatureContributionCalculatingTransformer.LoaderSignature)] 24[assembly: LoadableClass(typeof(void), typeof(FeatureContributionEntryPoint), null, typeof(SignatureEntryPointModule), FeatureContributionCalculatingTransformer.LoaderSignature)] 70loaderAssemblyName: typeof(FeatureContributionCalculatingTransformer).Assembly.FullName); 75/// Note that this functionality is not supported by all the models. See <see cref="FeatureContributionCalculatingTransformer"/> for a list of the sported models. 90: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(FeatureContributionCalculatingTransformer)), new[] { (name: DefaultColumnNames.FeatureContributions, source: featureColumnName) }) 110: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(FeatureContributionCalculatingTransformer)), ctx) 151internal static FeatureContributionCalculatingTransformer Create(IHostEnvironment env, ModelLoadContext ctx) 170private readonly FeatureContributionCalculatingTransformer _parent; 175public Mapper(FeatureContributionCalculatingTransformer parent, DataViewSchema schema) 233/// Estimator for <see cref="FeatureContributionCalculatingTransformer"/>. Computes model-specific per-feature contributions to the score of each input vector. 297public sealed class FeatureContributionCalculatingEstimator : TrivialEstimator<FeatureContributionCalculatingTransformer> 311/// Note that this functionality is not supported by all the models. See <see cref="FeatureContributionCalculatingTransformer"/> for a list of the sported models. 327: base(Contracts.CheckRef(env, nameof(env)).Register(nameof(FeatureContributionCalculatingTransformer)), 365Desc = FeatureContributionCalculatingTransformer.Summary, 366UserName = FeatureContributionCalculatingTransformer.FriendlyName)] 367public static CommonOutputs.TransformOutput FeatureContributionCalculation(IHostEnvironment env, FeatureContributionCalculatingTransformer.Options options) 370var host = env.Register(nameof(FeatureContributionCalculatingTransformer));
Microsoft.ML.FastTree (2)
FastTree.cs (1)
2822/// Used to determine the contribution of each feature to the score of an example by <see cref="FeatureContributionCalculatingTransformer"/>.
GamModelParameters.cs (1)
57/// Used to determine the contribution of each feature to the score of an example by <see cref="FeatureContributionCalculatingTransformer"/>.
Microsoft.ML.Samples (2)
Dynamic\Transforms\CalculateFeatureContribution.cs (1)
52var linearFeatureContributionCalculator = mlContext.Transforms
Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (1)
54var linearFeatureContributionCalculator = mlContext.Transforms
Microsoft.ML.StandardTrainers (1)
Standard\LinearModelParameters.cs (1)
107/// Used to determine the contribution of each feature to the score of an example by <see cref="FeatureContributionCalculatingTransformer"/>.