6 instantiations of CountTargetEncodingEstimator
Microsoft.ML.Transforms (6)
Dracula\CountTargetEncodingTransformer.cs (6)
282var estimator = new CountTargetEncodingEstimator(env, options); 455estimator = new CountTargetEncodingEstimator(env, labelColumn, columnOptions, builder, numberOfBits, combine, hashingSeed); 465estimator = new CountTargetEncodingEstimator(env, labelColumn, columnOptions, numberOfBits: numberOfBits, combine: combine, hashingSeed: hashingSeed); 482return new CountTargetEncodingEstimator(CatalogUtils.GetEnvironment(catalog), labelColumn, initialCounts, columns); 516return new CountTargetEncodingEstimator(env, labelColumn, 535return new CountTargetEncodingEstimator(CatalogUtils.GetEnvironment(catalog), labelColumn, initialCounts, new[] { new InputOutputColumnPair(outputColumnName, inputColumnName) });
16 references to CountTargetEncodingEstimator
Microsoft.ML.Transforms (16)
Dracula\CountTableTransformer.cs (1)
472estimator = CountTargetEncodingEstimator.LoadFromFile(env, options.InitialCountsModel, options.LabelColumn,
Dracula\CountTargetEncodingTransformer.cs (15)
15[assembly: LoadableClass(CountTargetEncodingTransformer.Summary, typeof(IDataTransform), typeof(CountTargetEncodingEstimator), typeof(CountTargetEncodingEstimator.Options), typeof(SignatureDataTransform), 18[assembly: LoadableClass(CountTargetEncodingTransformer.Summary, typeof(CountTargetEncodingTransformer), typeof(CountTargetEncodingEstimator), null, typeof(SignatureLoadModel), 144_host = env.Register(nameof(CountTargetEncodingEstimator)); 158_host = env.Register(nameof(CountTargetEncodingEstimator)); 168_host = env.Register(nameof(CountTargetEncodingEstimator)); 282var estimator = new CountTargetEncodingEstimator(env, options); 303/// <see cref="ITransformer"/> resulting from fitting a <see cref="LpNormNormalizingEstimator"/> or <see cref="CountTargetEncodingEstimator"/>. 431public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, 446CountTargetEncodingEstimator estimator; 479public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, 501public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, string outputColumnName, string inputColumnName = null, 531public static CountTargetEncodingEstimator CountTargetEncode(this TransformsCatalog catalog, string outputColumnName, 542internal static CommonOutputs.TransformOutput Create(IHostEnvironment env, CountTargetEncodingEstimator.Options input) 548var view = CountTargetEncodingEstimator.Create(h, input, input.Data);