TABLE IV.
AUC | F1 Score | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
AU | SVM | KMM | T-SVM | DA-SVM | IF | SVM | KMM | T-SVM | DA-SVM | IF |
1 | 79.8 | 68.9 | 69.9 | 72.6 | 88.9 | 61.1 | 44.9 | 56.8 | 57.7 | 62.2 |
2 | 90.8 | 73.5 | 69.3 | 71.0 | 87.5 | 73.5 | 50.8 | 59.8 | 64.3 | 76.2 |
4 | 74.8 | 62.2 | 63.4 | 69.9 | 81.1 | 62.7 | 52.3 | 51.9 | 57.7 | 69.1 |
6 | 89.7 | 87.7 | 60.5 | 94.7 | 94.0 | 75.5 | 70.1 | 47.8 | 68.2 | 79.6 |
7 | 82.1 | 68.2 | 55.7 | 61.4 | 91.6 | 59.6 | 47.0 | 43.8 | 53.1 | 79.1 |
12 | 88.1 | 89.5 | 76.0 | 95.5 | 92.8 | 76.7 | 74.5 | 59.6 | 59.0 | 77.2 |
15 | 93.5 | 66.8 | 49.9 | 94.1 | 98.2 | 75.3 | 44.4 | 40.4 | 76.9 | 84.8 |
17 | 90.3 | 66.6 | 73.1 | 94.7 | 96.0 | 76.0 | 53.2 | 61.7 | 81.4 | 84.3 |
Avg | 86.1 | 72.9 | 64.7 | 81.7 | 91.3 | 70.0 | 54.7 | 52.7 | 64.8 | 76.6 |