Method | Weeks | Accuracy | Precision | Recall | F1 score |
LR | 5 | 44.79 | 37.99 | 34.83 | 29.69 |
10 | 47.88 | 39.00 | 37.50 | 32.74 | |
15 | 49.82 | 40.31 | 39.75 | 35.27 | |
20 | 54.45 | 42.80 | 42.64 | 38.77 | |
25 | 57.21 | 45.46 | 44.94 | 41.74 | |
ANN | 5 | 50.66 | 40.84 | 37.20 | 33.11 |
10 | 55.02 | 42.90 | 40.95 | 36.93 | |
15 | 57.81 | 43.76 | 43.39 | 39.45 | |
20 | 61.66 | 46.57 | 46.06 | 42.22 | |
25 | 63.55 | 50.49 | 48.02 | 43.97 | |
LSTM | 5 | 51.89 | 38.26 | 38.20 | 34.30 |
10 | 56.62 | 40.44 | 41.99 | 38.30 | |
15 | 60.47 | 42.87 | 45.34 | 41.82 | |
20 | 64.09 | 45.29 | 48.19 | 44.28 | |
25 | 66.46 | 48.81 | 50.13 | 46.40 | |
DOPP | 5 | 52.66 | 47.91 | 38.95 | 35.49 |
10 | 57.37 | 47.59 | 42.85 | 39.40 | |
15 | 61.15 | 45.74 | 45.74 | 42.51 | |
20 | 64.44 | 49.78 | 48.69 | 45.35 | |
25 | 66.88 | 57.43 | 50.68 | 47.54 | |
AML | 5 | 53.51 | 43.29 | 39.89 | 37.20 |
10 | 57.79 | 45.71 | 43.73 | 41.70 | |
15 | 61.68 | 49.05 | 46.49 | 44.43 | |
20 | 65.00 | 54.98 | 49.30 | 46.66 | |
25 | 67.40 | 58.00 | 51.15 | 48.43 |