TABLE VI.
AUC | F1 Score | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
AU | SVM | KMM | T-SVM | DA-SVM | IF | SVM | KMM | T-SVM | DA-SVM | IF |
1 | 72.0 | 74.0 | 72.0 | 77.0 | 83.9 | 40.8 | 37.7 | 37.4 | 35.5 | 55.3 |
2 | 66.6 | 58.6 | 71.1 | 76.5 | 82.4 | 35.7 | 32.2 | 36.2 | 34.1 | 52.6 |
4 | 74.8 | 62.2 | 50.0 | 76.4 | 82.4 | 25.2 | 14.5 | 11.2 | 35.3 | 30.4 |
6 | 89.1 | 88.8 | 61.6 | 60.3 | 93.1 | 58.3 | 39.2 | 33.1 | 42.9 | 72.4 |
12 | 86.7 | 87.0 | 86.7 | 84.4 | 92.3 | 61.9 | 63.0 | 62.6 | 71.4 | 72.3 |
14 | 71.8 | 67.8 | 74.4 | 70.4 | 87.4 | 31.3 | 25.8 | 25.8 | 40.9 | 51.0 |
15 | 72.5 | 68.8 | 73.5 | 58.1 | 86.1 | 32.3 | 29.5 | 32.3 | 34.9 | 45.4 |
17 | 78.5 | 76.7 | 79.5 | 75.7 | 89.6 | 39.5 | 35.6 | 44.0 | 46.5 | 55.3 |
Avg | 76.5 | 72.3 | 71.1 | 72.3 | 86.3 | 40.6 | 37.3 | 40.6 | 42.7 | 54.3 |