GamRegressionModelParameters Class

Definition

Namespace:

Microsoft.ML.Trainers.FastTree

Assembly:

Microsoft.ML.FastTree.dll

Package:

Microsoft.ML.FastTree v3.0.1

Model parameters for GamRegressionTrainer.

public sealed class GamRegressionModelParameters : Microsoft.ML.Trainers.FastTree.GamModelParametersBase

type GamRegressionModelParameters = class
    inherit GamModelParametersBase

Public NotInheritable Class GamRegressionModelParameters
Inherits GamModelParametersBase

Inheritance

Object

ModelParametersBase<Single>

GamModelParametersBase

GamRegressionModelParameters

Fields

Bias	The model intercept. Also known as bias or mean effect. (Inherited from GamModelParametersBase)
NumberOfShapeFunctions	The number of shape functions used in the model. (Inherited from GamModelParametersBase)

Methods

GetBinEffects(Int32)	Get the binned weights for each feature. (Inherited from GamModelParametersBase)
GetBinUpperBounds(Int32)	Get the bin upper bounds for each feature. (Inherited from GamModelParametersBase)

Explicit Interface Implementations

ICalculateFeatureContribution.FeatureContributionCalculator	Used to determine the contribution of each feature to the score of an example by FeatureContributionCalculatingTransformer. For Generalized Additive Models (GAM), the contribution of a feature is equal to the shape function for the given feature evaluated at the feature value. (Inherited from GamModelParametersBase)
ICanSaveModel.Save(ModelSaveContext)	(Inherited from ModelParametersBase<TOutput>)