The Eigenvalues Entropy as a Classifier Evaluation Measure


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Documentation for package ‘eve’ version 1.0

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eve-package The Eigenvalues Entropy as a Classifier Evaluation Measure
eve Eigenvalue entropy calculation
eve.acc Accuracy calculation
eve.bival Some binary measures calculation
eve.bounds Eigenvalues bounds calculation
eve.cen Confusion entropy calculation
eve.eigens Eigenvalues used in the EVE measure
eve.kappa Cohen's Kappa calculation
eve.mcc Matthews' correlation coefficient calculation
eve.mcen Modified confusion entropy calculation
eve.mmatt Modified confusion matrix calculation
eve.nmi Normalized mutual information calculation
m2two Conversion of a multicass confusion matrixto a single binary confusion matrix
m2two.k Comparison of the class k versus the rest