| AUC | ECE | MCE | P |
---|---|---|---|---|
NB | 0.804 (0.773–0.839) | 14.206 (11.646–16.880) | 38.900 (31.675–46.575) | < 0.001(< 0.001- < 0.001) |
Logit | 0.803 (0.773–0.835) | 9.517 (7.909–11.415) | 24.400 (18.875–31.900) | 0.226 (0.055–0.486) |
RF | 0.800 (0.769–0.828) | 13.569 (11.453–15.771) | 36.000 (30.580–41.630) | < 0.001(< 0.001- < 0.001) |
SVM | 0.792 (0.762–0.821) | 13.225 (11.390–15.112) | 32.100 (25.420–39.970) | 0.014 (0.001–0.102) |
FNN | 0.813 (0.780–0.845) | 9.211 (7.075–10.391) | 23.500 (17.675–28.925) | 0.329 (0.113–0.585) |
SA-EN | 0.812 (0.778–0.843) | 9.695 (7.968–11.699) | 26.100 (19.600–32.650) | 0.130 (0.025–0.332) |
ECE-EN | 0.813 (0.778–0.844) | 9.228 (7.382–11.307) | 24.500 (18.750–30.450) | 0.186 (0.040–0.458) |
MCE-EN | 0.812 (0.777–0.843) | 9.317 (7.456–11.156) | 24.200 (18.700–30.525) | 0.204 (0.046–0.445) |
Stacking-EN | 0.806 (0.771–0.834) | 9.866 (8.416–11.763) | 24.850 (19.275–30.425) | 0.225 (0.074–0.435) |