94 references to BinaryClassificationCatalog
Microsoft.ML.Data (5)
MLContext.cs (1)
29public BinaryClassificationCatalog BinaryClassification { get; }
TrainCatalog.cs (4)
144/// (for example, something like <see cref="BinaryClassificationCatalog.Trainers"/>). User code will only 176: base(env, nameof(BinaryClassificationCatalog)) 187internal BinaryClassificationTrainers(BinaryClassificationCatalog catalog) 309internal CalibratorsCatalog(BinaryClassificationCatalog catalog)
Microsoft.ML.EntryPoints (1)
PermutationFeatureImportance.cs (1)
95var binaryCatalog = new BinaryClassificationCatalog(env);
Microsoft.ML.FastTree (19)
FastTreeClassification.cs (2)
126/// <seealso cref="TreeExtensions.FastTree(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int, int, int, double)"/> 127/// <seealso cref="TreeExtensions.FastTree(BinaryClassificationCatalog.BinaryClassificationTrainers, FastTreeBinaryTrainer.Options)"/>
GamClassification.cs (2)
52/// <seealso cref="TreeExtensions.Gam(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int, int, double)"/> 53/// <seealso cref="TreeExtensions.Gam(BinaryClassificationCatalog.BinaryClassificationTrainers, GamBinaryTrainer.Options)"/>
RandomForestClassification.cs (2)
143/// <seealso cref="TreeExtensions.FastForest(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int, int, int)"/> 144/// <seealso cref="TreeExtensions.FastForest(BinaryClassificationCatalog.BinaryClassificationTrainers, FastForestBinaryTrainer.Options)"/>
TreeTrainersCatalog.cs (13)
12/// Collection of extension methods used by <see cref="RegressionCatalog"/>, <see cref="BinaryClassificationCatalog"/>, 75/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 90public static FastTreeBinaryTrainer FastTree(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 107/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 116public static FastTreeBinaryTrainer FastTree(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 185/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 199public static GamBinaryTrainer Gam(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 215/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 224public static GamBinaryTrainer Gam(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 391/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 405public static FastForestBinaryTrainer FastForest(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 421/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 430public static FastForestBinaryTrainer FastForest(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
Microsoft.ML.LightGbm (9)
LightGbmBinaryTrainer.cs (2)
112/// <seealso cref="LightGbmExtensions.LightGbm(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int?, int?, double?, int)"/> 113/// <seealso cref="LightGbmExtensions.LightGbm(BinaryClassificationCatalog.BinaryClassificationTrainers, LightGbmBinaryTrainer.Options)"/>
LightGbmCatalog.cs (7)
14/// <see cref="BinaryClassificationCatalog.BinaryClassificationTrainers"/>, <see cref="RankingCatalog.RankingTrainers"/>, 90/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 105public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 122/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 131public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 142/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 145public static LightGbmBinaryTrainer LightGbm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
Microsoft.ML.Mkl.Components (8)
MklComponentsCatalog.cs (5)
14/// <see cref="BinaryClassificationCatalog.BinaryClassificationTrainers"/>, and <see cref="TransformsCatalog"/> 78/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 89public static SymbolicSgdLogisticRegressionBinaryTrainer SymbolicSgdLogisticRegression(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 111/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 121this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
SymSgdClassificationTrainer.cs (3)
69/// <seealso cref="Microsoft.ML.MklComponentsCatalog.SymbolicSgdLogisticRegression(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,System.String,System.String,System.Int32)" /> 70/// <seealso cref="Microsoft.ML.MklComponentsCatalog.SymbolicSgdLogisticRegression(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.Trainers.SymbolicSgdLogisticRegressionBinaryTrainer.Options)"/> 80/// <see cref="Microsoft.ML.MklComponentsCatalog.SymbolicSgdLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, Options)"/>.
Microsoft.ML.StandardTrainers (49)
FactorizationMachine\FactorizationMachineCatalog.cs (4)
12/// Collection of extension methods for the <see cref="BinaryClassificationCatalog"/> to create instances 33public static FieldAwareFactorizationMachineTrainer FieldAwareFactorizationMachine(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 56public static FieldAwareFactorizationMachineTrainer FieldAwareFactorizationMachine(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 77public static FieldAwareFactorizationMachineTrainer FieldAwareFactorizationMachine(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
FactorizationMachine\FactorizationMachineTrainer.cs (4)
90/// <seealso cref="Microsoft.ML.FactorizationMachineExtensions.FieldAwareFactorizationMachine(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string)"/> 91/// <seealso cref="Microsoft.ML.FactorizationMachineExtensions.FieldAwareFactorizationMachine(BinaryClassificationCatalog.BinaryClassificationTrainers, string[], string, string)"/> 92/// <seealso cref="Microsoft.ML.FactorizationMachineExtensions.FieldAwareFactorizationMachine(BinaryClassificationCatalog.BinaryClassificationTrainers, FieldAwareFactorizationMachineTrainer.Options)"/> 104/// <see cref="Microsoft.ML.FactorizationMachineExtensions.FieldAwareFactorizationMachine(BinaryClassificationCatalog.BinaryClassificationTrainers, FieldAwareFactorizationMachineTrainer.Options)"/>.
LdSvm\LdSvmTrainer.cs (2)
64/// <seealso cref="StandardTrainersCatalog.LdSvm(BinaryClassificationCatalog.BinaryClassificationTrainers, LdSvmTrainer.Options)"/> 65/// <seealso cref="StandardTrainersCatalog.LdSvm(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int, int, bool, bool)"/>
Standard\LogisticRegression\LogisticRegression.cs (3)
79/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.LbfgsLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, float, float, float, int, bool)"/> 80/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.LbfgsLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, LbfgsLogisticRegressionBinaryTrainer.Options)"/> 94/// <see cref="Microsoft.ML.StandardTrainersCatalog.LbfgsLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, LbfgsLogisticRegressionBinaryTrainer.Options)"/>
Standard\Online\AveragedPerceptron.cs (3)
68/// <seealso cref="StandardTrainersCatalog.AveragedPerceptron(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, IClassificationLoss, float, bool, float, int)" /> 69/// <seealso cref="StandardTrainersCatalog.AveragedPerceptron(BinaryClassificationCatalog.BinaryClassificationTrainers, AveragedPerceptronTrainer.Options)"/> 87/// <see cref="Microsoft.ML.StandardTrainersCatalog.AveragedPerceptron(BinaryClassificationCatalog.BinaryClassificationTrainers, Options)"/>.
Standard\Online\LinearSvm.cs (3)
63/// <seealso cref="StandardTrainersCatalog.LinearSvm(BinaryClassificationCatalog.BinaryClassificationTrainers, LinearSvmTrainer.Options)"/> 64/// <seealso cref="StandardTrainersCatalog.LinearSvm(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int)"/> 79/// <see cref="StandardTrainersCatalog.LinearSvm(BinaryClassificationCatalog.BinaryClassificationTrainers, Options)"/>.
Standard\SdcaBinary.cs (8)
1583/// <seealso cref="StandardTrainersCatalog.SdcaLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, float?, float?, int?)"/> 1584/// <seealso cref="StandardTrainersCatalog.SdcaLogisticRegression(BinaryClassificationCatalog.BinaryClassificationTrainers, SdcaLogisticRegressionBinaryTrainer.Options)"/> 1674/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,System.String,System.String,System.String,Microsoft.ML.Trainers.ISupportSdcaClassificationLoss,System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32})"/> 1675/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.SdcaNonCalibrated(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,Microsoft.ML.Trainers.SdcaNonCalibratedBinaryTrainer.Options)"/> 2260/// <seealso cref="StandardTrainersCatalog.SgdCalibrated(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, int, double, float)"/> 2261/// <seealso cref="StandardTrainersCatalog.SgdCalibrated(BinaryClassificationCatalog.BinaryClassificationTrainers, SgdCalibratedTrainer.Options)"/> 2347/// <seealso cref="StandardTrainersCatalog.SgdNonCalibrated(BinaryClassificationCatalog.BinaryClassificationTrainers, string, string, string, IClassificationLoss, int, double, float)"/> 2348/// <seealso cref="StandardTrainersCatalog.SgdNonCalibrated(BinaryClassificationCatalog.BinaryClassificationTrainers, SgdNonCalibratedTrainer.Options)"/>
Standard\Simple\SimpleTrainers.cs (1)
192/// <seealso cref="Microsoft.ML.StandardTrainersCatalog.Prior(Microsoft.ML.BinaryClassificationCatalog.BinaryClassificationTrainers,System.String,System.String)"/>
StandardTrainersCatalog.cs (21)
17/// <see cref="BinaryClassificationCatalog.BinaryClassificationTrainers"/>, and 41public static SgdCalibratedTrainer SgdCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 68public static SgdCalibratedTrainer SgdCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 97public static SgdNonCalibratedTrainer SgdNonCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 125public static SgdNonCalibratedTrainer SgdNonCalibrated(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 204this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 229this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 257this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 283this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 417this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 445this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, AveragedPerceptronTrainer.Options options) 543public static LbfgsLogisticRegressionBinaryTrainer LbfgsLogisticRegression(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 570public static LbfgsLogisticRegressionBinaryTrainer LbfgsLogisticRegression(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, LROptions options) 823public static LinearSvmTrainer LinearSvm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 845public static LinearSvmTrainer LinearSvm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 861/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 870public static PriorTrainer Prior(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, 881/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 889public static LdSvmTrainer LdSvm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog, LdSvmTrainer.Options options) 895/// <param name="catalog">The <see cref="BinaryClassificationCatalog"/>.</param> 909public static LdSvmTrainer LdSvm(this BinaryClassificationCatalog.BinaryClassificationTrainers catalog,
Microsoft.ML.Transforms (3)
PermutationFeatureImportanceExtensions.cs (3)
18/// <see cref="BinaryClassificationCatalog"/>, <see cref="MulticlassClassificationCatalog"/>, 216this BinaryClassificationCatalog catalog, 279this BinaryClassificationCatalog catalog,