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Stat Assembly > Stat Assembly Interfaces > IBinaryModelRelevanceMeasure

IBinaryModelRelevanceMeasure

Assembly: Stat;

Namespace: Prognoz.Platform.Interop.Stat;

Description

The IBinaryModelRelevanceMeasure interface is used to work with binary classification quality criteria.

Inheritance hierarchy

          IBinaryModelRelevanceMeasure

Comments

The interface is used to work with ISmBinaryModel, ISmCART, ISmDecisionTree, ISmDiscriminantAnalysis, ISmGradientBoostedTree, ISmLogisticRegression, ISmRandomForest.

Properties

	Property name	Brief description
	Accuracy	The Accuracy property returns overall accuracy value.
	F1	The F1 property returns value of F-estimate.
	FalseNegative	The FalseNegative property returns number of false negative values.
	FalsePositive	The FalsePositive property returns number of false positive values.
	Precision	The Precision property returns accuracy value of positive result.
	Recall	The Recall property returns response value.
	TrueNegative	The TrueNegative property returns the number of truly negative values.
	TruePositive	The TruePositive property returns number of true positive values.

See also:

Stat Assembly Interfaces