Method | Weeks | Accuracy | Precision | Recall | F1 score |
LR | 5 | 70.10 | 64.48 | 68.23 | 64.30 |
10 | 74.48 | 84.40 | 72.25 | 75.43 | |
15 | 78.33 | 68.18 | 85.61 | 76.90 | |
20 | 83.63 | 74.95 | 90.42 | 81.39 | |
25 | 88.47 | 81.06 | 93.69 | 86.65 | |
ANN | 5 | 76.48 | 79.64 | 56.27 | 65.25 |
10 | 82.61 | 85.17 | 69.31 | 76.04 | |
15 | 86.57 | 85.50 | 79.50 | 82.36 | |
20 | 91.54 | 92.54 | 85.84 | 89.03 | |
25 | 94.61 | 94.67 | 91.80 | 93.20 | |
LSTM | 5 | 77.21 | 82.90 | 55.05 | 65.73 |
10 | 83.24 | 95.72 | 70.42 | 76.69 | |
15 | 88.55 | 92.82 | 77.28 | 84.29 | |
20 | 93.09 | 96.94 | 85.64 | 90.89 | |
25 | 95.58 | 97.18 | 91.76 | 94.37 | |
DOPP | 5 | 77.97 | 83.63 | 56.39 | 67.06 |
10 | 83.94 | 86.40 | 71.30 | 77.62 | |
15 | 88.63 | 92.39 | 77.83 | 84.42 | |
20 | 93.16 | 97.02 | 85.74 | 91.02 | |
25 | 95.64 | 97.41 | 91.66 | 94.44 | |
AML | 5 | 78.94 | 79.12 | 62.70 | 69.83 |
10 | 84.82 | 88.99 | 69.86 | 78.52 | |
15 | 88.92 | 91.55 | 79.34 | 84.99 | |
20 | 93.31 | 96.13 | 86.89 | 91.26 | |
25 | 95.79 | 97.45 | 92.01 | 94.65 |