IBinaryModelRelevanceMeasure

Assembly: 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, ISmBackPropagation.

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