Classification on Loan dataset (Kaggle) (test)
0.143Average CostcHM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| cHMClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.143 | 0.0057 | 7.1 | 7 | 1.135 | |
| GAClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.145 | 0.0088 | 6.2 | 7 | 1.075 | |
| PSOClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.156 | 0.0047 | 9.1 | 8 | 0.943 | |
| DEClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.158 | 0.0114 | 5 | 5 | 2.119 | |
| BFOClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.177 | 0.0145 | 5.2 | 5 | 1.932 | |
| NoneClassifier=Random Forest (RFC), n_estimators=50, feature_selection=none2026.03 | 0.18 | — | 11 | 11 | — | |
| SAClassifier=Random Forest (RFC), n_estimators=50, maxFE_fit=400, maxFE_probing=800, population size=10, n=42026.03 | 0.185 | 0.0248 | 5.6 | 5 | 1.595 |