From: Rough set theory based prognostic classification models for hospice referral
Method | AUC | Kappa | Sensitivity | Specificity | Threshold (Ï„) |
---|---|---|---|---|---|
VC-DomLEM | 0.7173 (0.014) | 0.35 (0.03) | 0.6391 (0.042) | 0.7175 (0.033) | 0.4234 (0.045) |
MODLEM | 0.6974 (0.015) | 0.32 (0.03) | 0.6447 (0.038) | 0.6862 (0.037) | 0.4597 (0.042) |
C4.5 | 0.7088 (0.018) | 0.31 (0.04) | 0.6078 (0.055) | 0.7254 (0.070) | 0.4531 (0.095) |
RF | 0.7459 (0.014) | 0.37 (0.02) | 0.6384 (0.044) | 0.7388 (0.039) | 0.4872 (0.022) |
Log. Reg. | 0.7421 (0.009) | 0.35 (0.01) | 0.6374 (0.055) | 0.7282 (0.058) | 0.4715 (0.050) |
SVM | 0.7352 (0.009) | 0.35 (0.02) | 0.6526 (0.050) | 0.7132 (0.040) | 0.4056 (0.034) |