2* Datasets | 2* Target Class | LSOCSTM | OCSTM | LSOCSVM | OCSVM | ||||
ACC | AUC | ACC | AUC | ACC | AUC | ACC | AUC | ||
IRIS | 1 | 0.923 | 0.9387 | 0.881 | 0.9078 | 0.9104 | 0.9165 | 0.9022 | 0.9028 |
| 2 | 0.8361 | 0.8813 | 0.822 | 0.8661 | 0.8331 | 0.8762 | 0.8327 | 0.8751 |
BREAST-CANCER | 1 | 0.6552 | 0.6011 | 0.6291 | 0.5833 | 0.6489 | 0.5918 | 0.6042 | 0.5746 |
| 2 | 0.6972 | 0.7167 | 0.6811 | 0.7012 | 0.6901 | 0.7118 | 0.6844 | 0.7086 |
SONAR | 1 | 0.6298 | 0.6557 | 0.5865 | 0.6423 | 0.5947 | 0.6441 | 0.5812 | 0.6397 |
| 2 | 0.5337 | 0.7668 | 0.5596 | 0.7812 | 0.5218 | 0.7421 | 0.5315 | 0.7512 |
IONOSPHERE | 1 | 0.7025 | 0.8132 | 0.6615 | 0.7961 | 0.6487 | 0.7772 | 0.6348 | 0.7661 |
| 2 | 0.6387 | 0.6789 | 0.5256 | 0.5667 | 0.5987 | 0.6214 | 0.6061 | 0.6217 |
USPS | 1 | 0.9223 | 0.9467 | 0.9128 | 0.9378 | 0.8992 | 0.9216 | 0.9026 | 0.9274 |
| 2 | 0.9358 | 0.9552 | 0.9366 | 0.9598 | 0.9085 | 0.9377 | 0.9102 | 0.9401 |
Letter Recognition | 1 | 0.7390 | 0.7761 | 0.7168 | 0.7561 | 0.7069 | 0.7372 | 0.7143 | 0.7278 |