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The Eigenvalues Entropy as a Classifier Evaluation Measure

The confusion matrix (CM) is used to get a classifier's evaluation measure in order to select a method among many. A stochastic matrix and its transformation are computed from the CM. The eigenvalues of the transformed symmetric matrix are used to get an entropy which appears to be a good evaluation measure. Many other measures, commonly used, are provided for comparison purpose.

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1.0 rolling source/ R- eve_1.0.tar.gz 7.3 KiB
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1.0 2026-04-23 source/ R- eve_1.0.tar.gz 7.3 KiB
1.0 2026-04-09 windows/windows R-4.5 eve_1.0.zip 55.6 KiB