Sparse Feature Selection on Dermatology (test)
97.94F1 Score (%)boruta
Evaluation Results
| Method | Links | |
|---|---|---|
| borutaMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.94 | |
| causal-skMethod Category=Causal-interventional, Evaluation Protocol=4-fold cross-validation2026.06 | 97.59 | |
| all-featMethod Category=Full Features, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| chi-sqMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| spearmanMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| miMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| anovaMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| pearsonMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| causal-obsMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 97.27 | |
| MMMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 93.03 | |
| STMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 91.63 | |
| LRHMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 91.23 | |
| IAMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 91.23 | |
| HITON-MBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.06 | 90.99 |