Table 7 Statistical comparisons of classifiers.

From: Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off

Friedman test = 4.492 (p = 0.033)*

Control Classifier

Comparison

Classifier

Nemenyi test

Bonferroni–Dunn test

q0.05 = 2.343 k = 3

q0.05 = 2.241 k = 3

REMED

J48

1.285 > 1.252*

1.285 > 1.198*

 

JRip

---

0.428 < 1.198

  1. *p < 0.05
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