TABLE V.
AUC | F1 Score | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
AU | SVM | KMM | T-SVM | DA-SVM | IF | SVM | KMM | T-SVM | DA-SVM | IF |
1 | 71.5 | 43.3 | 72.2 | 83.3 | 84.3 | 56.5 | 48.5 | 60.3 | 59.1 | 68.1 |
2 | 73.9 | 51.0 | 74.3 | 76.8 | 73.3 | 56.9 | 50.2 | 58.5 | 57.1 | 65.5 |
4 | 58.5 | 53.5 | 42.8 | 66.6 | 60.0 | 43.5 | 39.8 | 36.9 | 46.3 | 43.3 |
6 | 80.4 | 60.2 | 81.1 | 91.1 | 87.7 | 63.7 | 58.7 | 63.8 | 72.7 | 71.6 |
7 | 66.9 | 59.4 | 70.8 | 76.9 | 75.4 | 63.1 | 63.5 | 63.7 | 68.3 | 66.2 |
12 | 77.7 | 58.8 | 74.8 | 74.5 | 84.7 | 79.1 | 68.4 | 77.6 | 75.5 | 82.1 |
15 | 55.5 | 58.7 | 67.2 | 67.5 | 67.8 | 33.4 | 35.2 | 35.2 | 41.3 | 39.3 |
17 | 59.8 | 51.8 | 63.8 | 66.5 | 63.3 | 32.0 | 27.8 | 36.2 | 42.0 | 35.9 |
Avg | 68.0 | 54.6 | 68.4 | 75.4 | 74.51 | 53.5 | 49.0 | 54.0 | 57.8 | 59.0 |