Accuracy Precision Recall F1 score AUROC p-value
RF
0.87
0.84
0.75
0.79
0.92
0.276 vs. GBDT 0.112 vs. Naïve Bayes <0.05 vs. Decision Tree 0.082 vs. KNN
GBDT
0.87
0.84
0.76
0.79
0.93
<0.01 vs. Naïve Bayes <0.05 vs. Decision Tree <0.05 vs KNN
Naïve Bayes
0.82
0.68
0.87
0.77
0.9
0.116 vs. Decision Tree 0.356 vs. KNN
Decision Tree 0.85 0.8 0.72 0.76 0.89 0.716 vs. KNN
KNN 0.84 0.82 0.69 0.75 0.89