Table 1.
Performance Measures for Classification | Performance Measures for Ordinal Classification | ||||
---|---|---|---|---|---|
F-Score | Accuracy | AUC | MSE | ||
Non-ordinal classifier | |||||
CART | 0.361 | 0.379 | 0.493 | 1.537 | −0.079 |
Ordinal classifiers | |||||
Ordinal CART–OBE() | 0.391 | 0.389 | 0.567 | 1.684 | −0.011 |
Ordinal CART–OBE() | 0.366 | 0.358 | 0.518 | 1.211 | 0.068 |
Ordinal CART–OBE() | 0.385 | 0.389 | 0.526 | 1.274 | 0.090 |
Ordinal CART–OBE() | 0.409 | 0.442 | 0.535 | 1.316 | 0.016 |