Table 9 Performance evaluation for tenfold cross-validation on the used datasets.
Proposed | Breast cancer | Diabetes | Blood transfusion | |||
|---|---|---|---|---|---|---|
Algorithm | Accuracy | MSE | Accuracy | MSE | Accuracy | MSE |
RMONN | 97.37 | 0.01399 | 75.91 | 0.14532 | 79.55 | 0.14766 |
RMOLM | 96.14 | 0.00215 | 76.82 | 0.15181 | 77.54 | 0.15279 |
RMOLMBP | 96.84 | 1.3E−05 | 73.42 | 0.12163 | 77.93 | 0.1367 |
RMOBPERN | 97.72 | 0.01223 | 76.43 | 0.14249 | 79.81 | 0.14704 |
