Method | Accuracy | Precision | Recall | F1 score | Specificity | NPV |
---|---|---|---|---|---|---|
Sampling | 0.9048 | 0.7306 | 0.7885 | 0.7585 | 0.9320 | 0.9496 |
Raw | 0.8406 | 0.5829 | 0.5442 | 0.5629 | 0.9095 | 0.8956 |
CW = 2 | 0.8689 | 0.7379 | 0.4735 | 0.5768 | 0.9609 | 0.8870 |
CW = 3 | 0.8431 | 0.5870 | 0.6864 | 0.6328 | 0.8815 | 0.9197 |
CW = 4 | 0.8489 | 0.6266 | 0.6083 | 0.6173 | 0.9092 | 0.9026 |
CW = 5 | 0.8523 | 0.5887 | 0.6964 | 0.6380 | 0.8881 | 0.9271 |
CW = 6 | 0.8589 | 0.6244 | 0.5991 | 0.6115 | 0.9180 | 0.9096 |
CW = 7 | 0.8406 | 0.5596 | 0.6920 | 0.6188 | 0.8747 | 0.9251 |
CW = 8 | 0.8648 | 0.6522 | 0.6904 | 0.6707 | 0.9082 | 0.9217 |
CW = 9 | 0.8673 | 0.5902 | 0.7094 | 0.6443 | 0.8995 | 0.9382 |
CW = 10 | 0.8489 | 0.6069 | 0.6709 | 0.6373 | 0.8928 | 0.9167 |