61 references to MulticlassClassificationCatalog
Microsoft.ML.Data (3)
MLContext.cs (1)
34public MulticlassClassificationCatalog MulticlassClassification { get; }
TrainCatalog.cs (2)
495: base(env, nameof(MulticlassClassificationCatalog)) 505internal MulticlassClassificationTrainers(MulticlassClassificationCatalog catalog)
Microsoft.ML.EntryPoints (1)
PermutationFeatureImportance.cs (1)
152var multiclassCatalog = new MulticlassClassificationCatalog(env);
Microsoft.ML.FastTree (1)
TreeTrainersCatalog.cs (1)
13/// <see cref="MulticlassClassificationCatalog"/>, <see cref="RankingCatalog"/>, and <see cref="TransformsCatalog"/>
Microsoft.ML.LightGbm (9)
LightGbmCatalog.cs (7)
15/// and <see cref="MulticlassClassificationCatalog.MulticlassClassificationTrainers"/> catalogs. 229/// <param name="catalog">The <see cref="MulticlassClassificationCatalog"/>.</param> 244public static LightGbmMulticlassTrainer LightGbm(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 261/// <param name="catalog">The <see cref="MulticlassClassificationCatalog"/>.</param> 270public static LightGbmMulticlassTrainer LightGbm(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 281/// <param name="catalog">The <see cref="MulticlassClassificationCatalog"/>.</param> 284public static LightGbmMulticlassTrainer LightGbm(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog,
LightGbmMulticlassTrainer.cs (2)
48/// <seealso cref="LightGbmExtensions.LightGbm(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, int?, int?, double?, int)"/> 49/// <seealso cref="LightGbmExtensions.LightGbm(MulticlassClassificationCatalog.MulticlassClassificationTrainers, LightGbmMulticlassTrainer.Options)"/>
Microsoft.ML.StandardTrainers (29)
Standard\LogisticRegression\MulticlassLogisticRegression.cs (3)
86/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.LbfgsMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, float, float, float, int, bool)"/> 87/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.LbfgsMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, LbfgsMaximumEntropyMulticlassTrainer.Options)"/> 99/// <see cref="Microsoft.ML.StandardTrainersCatalog.LbfgsMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, LbfgsMaximumEntropyMulticlassTrainer.Options)"/>.
Standard\MulticlassClassification\MulticlassNaiveBayesTrainer.cs (1)
65/// <seealso cref="StandardTrainersCatalog.NaiveBayes(Microsoft.ML.MulticlassClassificationCatalog.MulticlassClassificationTrainers,System.String,System.String)"/>
Standard\MulticlassClassification\OneVersusAllTrainer.cs (1)
86/// <seealso cref="StandardTrainersCatalog.OneVersusAll{TModel}(MulticlassClassificationCatalog.MulticlassClassificationTrainers, ITrainerEstimator{BinaryPredictionTransformer{TModel}, TModel}, string, bool, IEstimator{ISingleFeaturePredictionTransformer{ICalibrator}}, int, bool)" />
Standard\MulticlassClassification\PairwiseCouplingTrainer.cs (1)
75/// <seealso cref="StandardTrainersCatalog.PairwiseCoupling{TModel}(MulticlassClassificationCatalog.MulticlassClassificationTrainers, ITrainerEstimator{ISingleFeaturePredictionTransformer{TModel}, TModel}, string, bool, IEstimator{ISingleFeaturePredictionTransformer{ICalibrator}}, int)" />
Standard\SdcaMulticlass.cs (10)
74/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, SdcaMaximumEntropyMulticlassTrainer.Options)"/> 75/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, float?, float?, int?)"/> 77/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(MulticlassClassificationCatalog.MulticlassClassificationTrainers, SdcaNonCalibratedMulticlassTrainer.Options)"/> 78/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, ISupportSdcaClassificationLoss, float?, float?, int?)"/> 518/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, SdcaMaximumEntropyMulticlassTrainer.Options)"/> 519/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, float?, float?, int?)"/> 525/// <see cref="Microsoft.ML.StandardTrainersCatalog.SdcaMaximumEntropy(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, float?, float?, int?)"/> 603/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(MulticlassClassificationCatalog.MulticlassClassificationTrainers, SdcaNonCalibratedMulticlassTrainer.Options)"/> 604/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, ISupportSdcaClassificationLoss, float?, float?, int?)"/> 610/// <see cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, ISupportSdcaClassificationLoss, float?, float?, int?)"/>.
StandardTrainersCatalog.cs (13)
18/// <see cref="MulticlassClassificationCatalog.MulticlassClassificationTrainers"/> to create 309public static SdcaMaximumEntropyMulticlassTrainer SdcaMaximumEntropy(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 333public static SdcaMaximumEntropyMulticlassTrainer SdcaMaximumEntropy(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 360public static SdcaNonCalibratedMulticlassTrainer SdcaNonCalibrated(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 385public static SdcaNonCalibratedMulticlassTrainer SdcaNonCalibrated(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 635/// <param name="catalog">The <see cref="MulticlassClassificationCatalog.MulticlassClassificationTrainers"/>.</param> 650public static LbfgsMaximumEntropyMulticlassTrainer LbfgsMaximumEntropy(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 668/// <param name="catalog">The <see cref="MulticlassClassificationCatalog.MulticlassClassificationTrainers"/>.</param> 676public static LbfgsMaximumEntropyMulticlassTrainer LbfgsMaximumEntropy(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 690/// <param name="catalog">The <see cref="MulticlassClassificationCatalog.MulticlassClassificationTrainers"/>.</param> 699public static NaiveBayesMulticlassTrainer NaiveBayes(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 752public static OneVersusAllTrainer OneVersusAll<TModel>(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 792public static PairwiseCouplingTrainer PairwiseCoupling<TModel>(this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog,
Microsoft.ML.TorchSharp (13)
TorchSharpCatalog.cs (13)
41this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 62this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 120this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 137this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 153this MulticlassClassificationCatalog catalog, 165/// Obsolete: please use the <see cref="NamedEntityRecognition(MulticlassClassificationCatalog.MulticlassClassificationTrainers, string, string, string, int, int, BertArchitecture, IDataView)"/> method instead 179this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 190/// Obsolete: please use the <see cref="NamedEntityRecognition(MulticlassClassificationCatalog.MulticlassClassificationTrainers, NerTrainer.NerOptions)"/> method instead 198this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 217this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 234this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 258this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 281this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog,
Microsoft.ML.Transforms (3)
PermutationFeatureImportanceExtensions.cs (3)
18/// <see cref="BinaryClassificationCatalog"/>, <see cref="MulticlassClassificationCatalog"/>, 370this MulticlassClassificationCatalog catalog, 433this MulticlassClassificationCatalog catalog,
Microsoft.ML.Vision (2)
VisionCatalog.cs (2)
101this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog, 122this MulticlassClassificationCatalog.MulticlassClassificationTrainers catalog,