GeneralityToProgressRatioRule Class

Definition

Namespace:

Microsoft.ML.Trainers.FastTree

Assembly:

Microsoft.ML.FastTree.dll

Package:

Microsoft.ML.FastTree v3.0.1

Generality to Progress Ratio (PQ).

public sealed class GeneralityToProgressRatioRule : Microsoft.ML.Trainers.FastTree.MovingWindowRule

type GeneralityToProgressRatioRule = class
    inherit MovingWindowRule

Public NotInheritable Class GeneralityToProgressRatioRule
Inherits MovingWindowRule

Inheritance

Object

EarlyStoppingRuleBase

EarlyStoppingRule

MovingWindowRule

GeneralityToProgressRatioRule

Constructors

GeneralityToProgressRatioRule(Single, Int32)

Create a rule which may terminate the training process when generality-to-progress ratio exceeds threshold.

Properties

Threshold	A threshold in range [0, 1]. (Inherited from MovingWindowRule)
WindowSize	The number of historical validation scores considered when determining if the training process should stop. (Inherited from MovingWindowRule)

Methods

CheckScore(Single, Single, Boolean)

See CheckScore(Single, Single, Boolean).