GamModelParametersBase Class

Definition

Namespace:

Microsoft.ML.Trainers.FastTree

Assembly:

Microsoft.ML.FastTree.dll

Package:

Microsoft.ML.FastTree v3.0.1

The base class for GAM Model Parameters.

public abstract class GamModelParametersBase : Microsoft.ML.Trainers.ModelParametersBase<float>, Microsoft.ML.Trainers.ICalculateFeatureContribution

type GamModelParametersBase = class
    inherit ModelParametersBase<single>
    interface ICalculateFeatureContribution

Public MustInherit Class GamModelParametersBase
Inherits ModelParametersBase(Of Single)
Implements ICalculateFeatureContribution

Inheritance

Object

ModelParametersBase<Single>

GamModelParametersBase

Derived

Microsoft.ML.Trainers.FastTree.GamBinaryModelParameters

Microsoft.ML.Trainers.FastTree.GamRegressionModelParameters

Implements

ICalculateFeatureContribution

Fields

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

Methods

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

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.
ICanSaveModel.Save(ModelSaveContext)	(Inherited from ModelParametersBase<TOutput>)