2* Datasets | 2* Target Class | LSOCSTM | OCSTM | LSOCSVM | OCSVM | ||||
ACC | AUC | ACC | AUC | ACC | AUC | ACC | AUC | ||
IRIS | 1 | 0.97 | 0.9723 | 0.944 | 0.9483 | 0.956 | 0.9608 | 0.953 | 0.9512 |
| 2 | 0.8711 | 0.9013 | 0.8590 | 0.8827 | 0.8733 | 0.9036 | 0.8691 | 0.8801 |
BREAST-CANCER | 1 | 0.6941 | 0.6064 | 0.6796 | 0.6246 | 0.6881 | 0.5971 | 0.6957 | 0.6090 |
| 2 | 0.7227 | 0.7389 | 0.7286 | 0.7442 | 0.7201 | 0.7298 | 0.7115 | 0.7213 |
SONAR | 1 | 0.6298 | 0.6557 | 0.5865 | 0.6109 | 0.6123 | 0.6513 | 0.6112 | 0.6291 |
| 2 | 0.5368 | 0.7701 | 0.5571 | 0.7793 | 0.5316 | 0.7613 | 0.5328 | 0.7591 |
IONOSPHERE | 1 | 0.6998 | 0.7984 | 0.6716 | 0.7893 | 0.6553 | 0.7712 | 0.6524 | 0.7698 |
| 2 | 0.6437 | 0.6869 | 0.5443 | 0.5874 | 0.6073 | 0.6354 | 0.5551 | 0.5982 |
USPS | 1 | 0.9386 | 0.9558 | 0.9354 | 0.9493 | 0.9176 | 0.9325 | 0.9092 | 0.9301 |
| 2 | 0.9578 | 0.9677 | 0.9411 | 0.9712 | 0.9228 | 0.9496 | 0.9242 | 0.9502 |
LETTER RECOGNITION | 1 | 0.7688 | 0.7879 | 0.7598 | 0.7764 | 0.7284 | 0.7453 | 0.7159 | 0.7332 |