MaximumEntropyModelParameters Class

Reference

Definition

Namespace:: Microsoft.ML.Trainers

Assembly:: Microsoft.ML.StandardTrainers.dll

Package:: Microsoft.ML v4.0.1

Package:: Microsoft.ML v1.0.0

Package:: Microsoft.ML v1.1.0

Package:: Microsoft.ML v1.2.0

Package:: Microsoft.ML v1.3.1

Package:: Microsoft.ML v1.4.0

Package:: Microsoft.ML v1.5.5

Package:: Microsoft.ML v1.6.0

Package:: Microsoft.ML v1.7.0

Package:: Microsoft.ML v2.0.1

Package:: Microsoft.ML v3.0.1

Package:: Microsoft.ML v4.0.0-preview.24522.7

Source:: MulticlassLogisticRegression.cs

Source:: MulticlassLogisticRegression.cs

Source:: MulticlassLogisticRegression.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

Linear maximum entropy model of multiclass classifiers. It outputs classes probabilities. This model is also known as multinomial logistic regression. Please see https://en.wikipedia.org/wiki/Multinomial_logistic_regression for details.

public sealed class MaximumEntropyModelParameters : Microsoft.ML.Trainers.LinearMulticlassModelParametersBase

type MaximumEntropyModelParameters = class
    inherit LinearMulticlassModelParametersBase

Public NotInheritable Class MaximumEntropyModelParameters
Inherits LinearMulticlassModelParametersBase

Inheritance: Object

ModelParametersBase<VBuffer<Single>>

LinearMulticlassModelParametersBase
MaximumEntropyModelParameters

Fields

Statistics

(Inherited from LinearMulticlassModelParametersBase)

Methods

GetBiases()	Gets the biases for the logistic regression predictor. (Inherited from LinearMulticlassModelParametersBase)
GetWeights(VBuffer<Single>[], Int32)	Copies the weight vector for each class into a set of buffers. (Inherited from LinearMulticlassModelParametersBase)

Explicit Interface Implementations

ICanSaveModel.Save(ModelSaveContext)

(Inherited from ModelParametersBase<TOutput>)

Applies to

Product	Versions
ML.NET	1.0.0, 1.1.0, 1.2.0, 1.3.1, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 2.0.0, 3.0.0, Preview, 4.0.0

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