Model | AUC | Sensitivity | F1-score | AP | ||||
---|---|---|---|---|---|---|---|---|
24h | 48h | 24h | 48h | 24h | 48h | 24h | 48h | |
ETSM | 0.95 | 0.95 | 0.95 | 0.98 | 0.96 | 0.98 | 0.98 | 0.98 |
AdaBoost | 0.89 | 0.93 | 0.93 | 0.97 | 0.93 | 0.96 | 0.98 | 0.98 |
Random Forest | 0.78 | 0.78 | 0.91 | 0.97 | 0.86 | 0.91 | 0.93 | 0.97 |
Naive Bayes | 0.67 | 0.65 | 0.61 | 0.66 | 0.68 | 0.73 | 0.82 | 0.86 |
k-Nearest Neighbor | 0.72 | 0.82 | 0.64 | 0.83 | 0.76 | 0.88 | 0.83 | 0.93 |