Table 1. Dependence of the AUC scores of the ensemble classifiers trained using SSL-dependent and SSL-independent features on the sampling ratio used to generated the training set for Wong et al's SSL data set [8].
Sampling Ratio | SSL-dependent | SSL-independent |
1 | 0.8972 | 0.8053 |
1.5 | 0.9024 | 0.8083 |
2 | 0.8978 | 0.8120 |
3 | 0.8928 | 0.8045 |
5 | 0.8827 | 0.7831 |
7 | 0.8745 | 0.7711 |
10 | 0.8627 | 0.7607 |
20 | 0.7977 | 0.6268 |
50 | 0.6370 | 0.5542 |