Multivariate Comparison of Classification Algorithms

Olcay Taner Yildiz, Ethem Alpaydin

Statistical tests that compare classification algorithms are univariate and use a single performance measure, e.g., misclassification error, $F$ measure, AUC, and so on. In multiva…