Multiclass Classification on Dermatology (test)
97.94F1 Scoreboruta
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| borutaCategory=Non-causal2026.06 | 97.94 | — | — | — | — | — | — | |
| causal-skCategory=Causal-interventional2026.06 | 97.59 | — | — | — | — | — | — | |
| all-featCategory=Non-causal2026.06 | 97.27 | — | — | — | — | — | — | |
| chi-sqCategory=Non-causal2026.06 | 97.27 | — | — | — | — | — | — | |
| spearmanCategory=Non-causal2026.06 | 97.27 | — | — | — | — | — | — | |
| miCategory=Non-causal2026.06 | 97.27 | — | — | — | — | — | — | |
| causal-obsCategory=Causal-observation2026.06 | 97.27 | — | — | — | — | — | — | |
| MMMBCategory=Causal-observation2026.06 | 93.03 | — | — | — | — | — | — | |
| STMBCategory=Causal-observation2026.06 | 91.63 | — | — | — | — | — | — | |
| BL2022.05 | — | 11.1 | 58.6 | 79.1 | 89.1 | — | — | |
| CARTOptimization Strategy=Greedy, Hyperparameter Optimization=optimized2026.03 | — | — | — | — | — | 95.7 | 1 | |
| DL8.5 (Optimal)Optimization Strategy=Non-Greedy, Hyperparameter Optimization=optimized2026.03 | — | — | — | — | — | 88.5 | 3 | |
| DPR2022.05 | — | 14.3 | 58.3 | 78.6 | 88.8 | — | — | |
| GeneticTreeOptimization Strategy=Non-Greedy, Hyperparameter Optimization=optimized2026.03 | — | — | — | — | — | 78.5 | 4 | |
| GradTreeOptimization Strategy=Gradient-Based, Hyperparameter Optimization=optimized2026.03 | — | — | — | — | — | 93 | 2 | |
| HTO2022.05 | — | 8 | 48.9 | 67.5 | 78.4 | — | — | |
| OST2022.05 | — | 5.1 | 58.5 | 79.3 | 88.8 | — | — | |
| R2Bapproach=binary reduction2022.05 | — | 5 | 59.1 | 79 | 87.2 | — | — | |
| R2B0approach=multi-label2022.05 | — | 4.8 | 58.3 | 79 | 87.2 | — | — |