Classification on HTRU2
98.16AccuracyRF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RFInput Preprocessing=raw [0, 1], Split=validation2026.07 | 98.16 | — | |
| PIEFS-diagSupervision=supervised, Split=test2026.07 | 97.97 | — | |
| XGBoost2026.05 | 97.93 | 93.58 | |
| PIEFS-trotterSupervision=supervised, Split=test2026.07 | 97.92 | — | |
| PIEFS-offSupervision=supervised, Split=test2026.07 | 97.9 | — | |
| SGBSkNN2026.05 | 97.88 | 93.25 | |
| LRInput Preprocessing=standardisation, Split=validation2026.07 | 97.88 | — | |
| PCA+LRInput Preprocessing=standardisation, Split=validation2026.07 | 97.88 | — | |
| KNN2026.05 | 97.82 | 93.12 | |
| SVM2026.05 | 97.8 | 92.95 | |
| MDL-GBC2026.05 | 97.76 | 92.86 | |
| NeuralEF*Supervision=unsupervised, Model=RBF-kernel NeuralEF2026.07 | 97.47 | — | |
| ScOrGBC2026.05 | 97.44 | 91.84 | |
| CART2026.05 | 96.68 | 89.99 | |
| GBTSVM2026.05 | 94.79 | 86.41 |