Classification on SMK_CAN_187
81.28AccuracymRMR
Evaluation results
| Method | Links | |
|---|---|---|
| mRMRRelevance Estimator=F-value2026.03 | 81.28 | |
| KGroupsRelevance Estimator=Gini importance2026.03 | 78.61 | |
| KGroupsRelevance Estimator=Gini importance2026.03 | 78.61 | |
| mRMRRelevance Estimator=F-value2026.03 | 78.59 | |
| KBestRelevance Estimator=Gini importance2026.03 | 76.49 | |
| KBestRelevance Estimator=Mutual info.2026.03 | 76.49 | |
| mRMRRelevance Estimator=Gini importance2026.03 | 76.49 | |
| KGroupsRelevance Estimator=Gini import.2026.03 | 75.68 | |
| KGroupsRelevance Estimator=Gini import.2026.03 | 75.68 | |
| KGroupsRelevance Estimator=Mutual info.2026.03 | 75.43 | |
| KGroupsRelevance Estimator=Mutual info.2026.03 | 75.43 | |
| KBestRelevance Estimator=F-value2026.03 | 75.39 | |
| KBestRelevance Estimator=F-value2026.03 | 74.83 | |
| KGroupsRelevance Estimator=F-value2026.03 | 74.82 | |
| KGroupsRelevance Estimator=F-value2026.03 | 74.82 | |
| KBestRelevance Estimator=Gini import.2026.03 | 74.59 | |
| mRMRRelevance Estimator=Gini import.2026.03 | 74.22 | |
| mRMRRelevance Estimator=Mutual info.2026.03 | 73.81 | |
| KGroupsRelevance Estimator=Mutual info.2026.03 | 73.43 | |
| KGroupsRelevance Estimator=Mutual info.2026.03 | 73.43 | |
| KGroupsRelevance Estimator=F-value2026.03 | 72.8 | |
| KGroupsRelevance Estimator=F-value2026.03 | 72.8 | |
| KBestRelevance Estimator=Mutual info.2026.03 | 71.66 | |
| All features2026.03 | 70.18 | |
| All feat.2026.03 | 70.18 | |
| mRMRRelevance Estimator=Mutual info.2026.03 | 69.96 | |
| All featuresRelevance Estimator=None2026.03 | 67.52 | |
| All feat.2026.03 | 67.52 | |
| TabSeq2026.05 | 65.16 | |
| DynaTab2026.05 | 61.31 | |
| Lasso2026.05 | 61.19 | |
| LLSPIN2026.05 | 61.16 | |
| SVM2026.05 | 61.09 | |
| ProtoGate2026.05 | 60.16 | |
| TabulaRNN2026.05 | 60.02 | |
| Naive Bayes2026.05 | 59.32 | |
| CategoryEmbedding2026.05 | 59.16 | |
| MLP2026.05 | 59.05 | |
| LSPIN2026.05 | 58.92 | |
| LGBM2026.05 | 58.85 | |
| TabR2026.05 | 58.46 | |
| GBM2026.05 | 58.31 | |
| Random Forest2026.05 | 58.29 | |
| CatBoost2026.05 | 58.28 | |
| AdaBoost2026.05 | 58.28 | |
| STG2026.05 | 57.25 | |
| Decision Tree2026.05 | 56.63 | |
| REAL-X2026.05 | 56.48 | |
| FT-Transformer2026.05 | 56.45 | |
| XGBoost2026.05 | 55.59 | |
| MambaTab2026.05 | 54.98 | |
| MambAttention2026.05 | 52.18 | |
| ResNetTabular2026.05 | 52.16 | |
| KNN2026.05 | 52.05 | |
| SAINT2026.05 | 50.34 | |
| TabTransformer2026.05 | 50.26 | |
| AutoInt2026.05 | 49.68 | |
| TabNet2026.05 | 48.67 | |
| Trompt2026.05 | 46.65 | |
| NODE2026.05 | 46.58 | |
| L2X2026.05 | 45.68 | |
| TabM2026.05 | 42.9 | |
| 1-D CNN2026.05 | 40.92 | |
| INVASE2026.05 | 36.42 | |
| NDTF2026.05 | 36.18 | |
| DeepFM2026.05 | 36.12 | |
| DCN2026.05 | 34.92 | |
| Mambular2026.05 | 32.9 | |
| TANGOS2026.05 | 32.68 | |
| ModernNCA2026.05 | 31.16 | |
| DANets2026.05 | 29.16 | |
| ENODE2026.05 | 26.12 |