This function give access to the
eigenvalues associated with a confusion matrix
transformation.
Usage
eve.eigens(mmat)
Value
This function returns the eigenvalues of the
confusion matrix transformation. These eigenvalues
are used to obtain the EVE evaluation measure. For a
binary problem, they can be used to obtain the AUC or the
Gini index (coefficient).
Arguments
mmat
a square numerical-valued confusion matrix.
Author
Doulaye Dembele
References
Dembele D. (2025), The Eigenvalues Entropy as a
Classifier Evaluation Measure. arXiv:2511.01904