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GeneralityLossRule(Single) Constructor

  • 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

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.

public GeneralityLossRule (float threshold = 0.01);
new Microsoft.ML.Trainers.FastTree.GeneralityLossRule : single -> Microsoft.ML.Trainers.FastTree.GeneralityLossRule
Public Sub New (Optional threshold As Single = 0.01)

Parameters

threshold
Single

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.

Applies to