Models | AUC | 95%CI | sensitivity (recall) | specificity | accuracy | log-loss | FP rate | precision | AP | F1 | |
---|---|---|---|---|---|---|---|---|---|---|---|
Lower bound | Upper bound | ||||||||||
SVM | 0.80 | 0.71 | 0.88 | 0.95 | 0.60 | 0.81 | 0.53 | 0.4 | 0.78 | 0.8 | 0.86 |
Lasso | 0.77 | 0.68 | 0.86 | 0.85 | 0.63 | 0.77 | 0.56 | 0.37 | 0.78 | 0.81 | 0.81 |
LR | 0.76 | 0.67 | 0.85 | 0.81 | 0.65 | 0.75 | 0.56 | 0.35 | 0.69 | 0.78 | 0.75 |