| |
AUC
|
ECE
|
MCE
|
BS
|
P_value
|
|---|
|
NB
|
0.760 (0.741–0.783)
|
15.711 (13.557–17.914)
|
34.350 (29.275–39.800)
|
0.212 (0.199–0.228)
|
< 0.001(< 0.001- < 0.001)
|
|
LR
|
0.758 (0.733–0.779)
|
8.517 (7.244–10.093)
|
20.100 (16.675–25.025)
|
0.188 (0.180–0.196)
|
0.152 (0.022–0.403)
|
|
RF
|
0.757 (0.739–0.776)
|
12.740 (10.910–14.336)
|
27.200 (23.375–31.925)
|
0.201 (0.190–0.211)
|
< 0.001(< 0.001- < 0.001)
|
|
SVM
|
0.748 (0.724–0.771)
|
9.872 (8.317–11.777)
|
23.800 (19.000–28.925)
|
0.194 (0.185–0.204)
|
0.016(< 0.001–0.117)
|
|
FFNN
|
0.767 (0.747–0.787)
|
8.238 (6.805–9.611)
|
20.150 (16.600–24.500)
|
0.184 (0.177–0.192)
|
0.244 (0.075–0.518)
|
- NB naïve Bayes, LR logistic regression, RF random forest, SVM support vector machine, FFNN feedforward neural network. In each cell M (P25 - P75): M is the median, P25 is the 25th percentile and P75 is the 75th percentile of 500 evaluations. The best performance in each column is in bold; The secondary best performance in each column is underlined
