Regression on Parkinsons
0.0397RMSEIT2-KANFIS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IT2-KANFISFuzzy Type=Interval Type-2 (IT2)2026.02 | 0.0397 | 14.891 | 0.0291 | |
| KAN2026.02 | 0.0404 | 14.61 | 0.0293 | |
| T1-KANFISFuzzy Type=Type-1 (T1)2026.02 | 0.0405 | 14.477 | 0.0289 | |
| IT2-ANFISFuzzy Type=Interval Type-2 (IT2)2026.02 | 0.0433 | 15.446 | 0.031 | |
| T1-ANFISFuzzy Type=Type-1 (T1)2026.02 | 0.0449 | 16.167 | 0.032 | |
| MLP2026.02 | 0.0527 | 19.604 | 0.0389 | |
| STbase_booster=GB2026.02 | 0.268 | — | — | |
| R-MTGB2026.02 | 0.289 | — | — | |
| MTGB2026.02 | 0.336 | — | — | |
| RMB-CLEbase_booster=LGBM2026.02 | 0.349 | — | — | |
| STbase_booster=LGBM2026.02 | 0.557 | — | — | |
| RMB-CLEbase_booster=MTGB2026.02 | 1.277 | — | — | |
| TaFbase_booster=LGBM2026.02 | 6.558 | — | — | |
| TaFbase_booster=GB2026.02 | 6.559 | — | — | |
| DPbase_booster=GB2026.02 | 8.859 | — | — | |
| DPbase_booster=LGBM2026.02 | 8.859 | — | — | |
| DP-GB2026.02 | — | — | 7.34 | |
| DP-LGBM2026.02 | — | — | 7.339 | |
| MTGB2026.02 | — | — | 0.186 | |
| R-MTGB2026.02 | — | — | 0.137 | |
| RMB-CLEbase_learner=LightGBM2026.02 | — | — | 0.203 | |
| RMB-CLEbase_learner=MTGB2026.02 | — | — | 0.85 | |
| ST-GB2026.02 | — | — | 0.11 | |
| ST-LGBM2026.02 | — | — | 0.301 | |
| TaF-GB2026.02 | — | — | 5.713 | |
| TaF-LGBM2026.02 | — | — | 5.712 |