Classification on Heart Disease Cleveland 79 (test)
0.089Average CostcHM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| cHMClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.089 | 0.016 | 9.1 | 9 | 2.183 | |
| GAClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.093 | 0.016 | 7.6 | 8 | 1.578 | |
| DEClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.094 | 0.017 | 7 | 7 | 1.414 | |
| PSOClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.1 | 0.013 | 10.4 | 11 | 1.265 | |
| BFOClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.139 | 0.022 | 6.7 | 7 | 1.889 | |
| SAClassifier=RandomForestClassifier (RFC), n_estimators=50, maxFE_fit=600, maxFE_probing=1200, Population size=10, Experiment runs=102026.03 | 0.144 | 0.026 | 7.2 | 7 | 1.135 | |
| NoneClassifier=RandomForestClassifier (RFC), n_estimators=50, Note=No feature selection2026.03 | 0.144 | — | 13 | 13 | — |