GeneralityLossRule Class

Reference

Definition

Namespace:: Microsoft.ML.Trainers.FastTree

Assembly:: Microsoft.ML.FastTree.dll

Package:: Microsoft.ML.FastTree v3.0.1

Package:: Microsoft.ML.FastTree v1.0.0

Package:: Microsoft.ML.FastTree v1.1.0

Package:: Microsoft.ML.FastTree v1.2.0

Package:: Microsoft.ML.FastTree v1.3.1

Package:: Microsoft.ML.FastTree v1.4.0

Package:: Microsoft.ML.FastTree v1.5.5

Package:: Microsoft.ML.FastTree v1.6.0

Package:: Microsoft.ML.FastTree v1.7.0

Package:: Microsoft.ML.FastTree v2.0.0

Important

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Loss of Generality (GL).

public sealed class GeneralityLossRule : Microsoft.ML.Trainers.FastTree.EarlyStoppingRule

type GeneralityLossRule = class
    inherit EarlyStoppingRule

Public NotInheritable Class GeneralityLossRule
Inherits EarlyStoppingRule

Inheritance: Object

EarlyStoppingRuleBase

EarlyStoppingRule
GeneralityLossRule

Constructors

GeneralityLossRule(Single)

Create a rule which may terminate the training process in case of loss of generality. The loss of generality means the specified score on validation start increasing.

Properties

Threshold

The maximum gap (in percentage such as 0.01 for 1% and 0.5 for 50%) between the (current) validation score and its best historical value.

Methods

CheckScore(Single, Single, Boolean)

See CheckScore(Single, Single, Boolean).

Applies to