GamModelParametersBase Class
Definition
Important
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The base class for GAM Model Parameters.
public abstract class GamModelParametersBase : Microsoft.ML.Trainers.ModelParametersBase<float>, Microsoft.ML.Trainers.ICalculateFeatureContributiontype GamModelParametersBase = class
inherit ModelParametersBase<single>
interface ICalculateFeatureContributionPublic MustInherit Class GamModelParametersBase
Inherits ModelParametersBase(Of Single)
Implements ICalculateFeatureContribution- Inheritance
- Derived
- Implements
Fields
| Name | Description |
|---|---|
| Bias |
The model intercept. Also known as bias or mean effect. |
| NumberOfShapeFunctions |
The number of shape functions used in the model. |
Methods
| Name | Description |
|---|---|
| GetBinEffects(Int32) |
Get the binned weights for each feature. |
| GetBinUpperBounds(Int32) |
Get the bin upper bounds for each feature. |
Explicit Interface Implementations
| Name | Description |
|---|---|
| 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>) |