Model | AUC | Sensitivity | F1-score | AP | ||||
---|---|---|---|---|---|---|---|---|
24h | 48h | 24h | 48h | 24h | 48h | 24h | 48h | |
ETSM | 0.81 | 0.78 | 0.75 | 0.68 | 0.58 | 0.44 | 0.59 | 0.41 |
AdaBoost | 0.78 | 0.75 | 0.66 | 0.62 | 0.54 | 0.41 | 0.60 | 0.41 |
Random Forest | 0.73 | 0.75 | 0.51 | 0.59 | 0.54 | 0.44 | 0.60 | 0.40 |
Naive Bayes | 0.53 | 0.52 | 0.09 | 0.05 | 0.15 | 0.07 | 0.60 | 0.41 |
k-Nearest Neighbor | 0.63 | 0.62 | 0.37 | 0.30 | 0.36 | 0.31 | 0.59 | 0.41 |