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Home MathPack Statis Class TCFEvaluator How to use TCFEvaluator
See also: CopyTrueFromMatrix, CopyEstFromMatrix 

How to use TCFEvaluator


The class TCFEvaluator simplifies the calculation of characteristic properties of binary classifiers. The general approach is as follows: first you have to load the actual data (property TrueData) and the estimated data (the classifier response property EstimData) by using the methods CopyTrueFromMatrix and CopyEstFromMatrix. Next you have to call CalcConfusionMatrix (using a specific threshold) to prepare the confusion matrix before you can use any method for obtaining various classifier performance indicators.

Optionally you can use OptimizeThresholds to determine an optimum threshold before calling CalcConfusionMatrix.

Currently, the following classifier metrics are available: Accuracy, F1Score, FnRate, FpRate, Informedness, MatthewsCorr, NegPredValue, Precision, ThreatScore, TnRate, TpRate, UncertCoeff

Last Update: 2023-Feb-06