Classification on gisette (test)
97.86AccuracyLR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LR2026.06 | 97.86 | — | — | |
| OEHGK (inner iterations)=12026.02 | 97.7 | 0.083 | — | |
| OEHGModel Type=Support Vector Machine2026.02 | 97.6 | 0.0879 | — | |
| NB2M-FSK1=500, K2=5002026.06 | 97.59 | — | — | |
| NBM-FSK1=5002026.06 | 97.4 | — | — | |
| MLP2026.06 | 97.32 | — | — | |
| OEHGModel Type=Logistic Regression2026.02 | 97.3 | 0.1056 | — | |
| NODE-GA2M2026.06 | 97.21 | — | — | |
| NAM2026.06 | 97.15 | — | — | |
| NBM2026.06 | 97.11 | — | — | |
| XGBoost2026.06 | 97.11 | — | — | |
| NODE-GAM2026.06 | 97.06 | — | — | |
| NAM-FSK1=5002026.06 | 96.84 | — | — | |
| EB2M2026.06 | 96.71 | — | — | |
| NA2M-FSK1=50, K2=502026.06 | 96.65 | — | — | |
| NA2M-FSK1=500, K2=5002026.06 | 96.11 | — | — | |
| NB2M-FSK1=50, K2=502026.06 | 95.97 | — | — | |
| EBM2026.06 | 95.75 | — | — | |
| RHGK (inner iterations)=2562026.02 | 95.52 | 0.18 | — | |
| NBM-FSK1=502026.06 | 95.09 | — | — | |
| NAM-FSK1=502026.06 | 94.38 | — | — | |
| Decision Tree2026.06 | 94.33 | — | — | |
| RHGK (inner iterations)=1282026.02 | 93.87 | 0.2187 | — | |
| RHGModel Type=Support Vector Machine2026.02 | 92.66 | 0.2421 | — | |
| RHGK (inner iterations)=642026.02 | 90.55 | 0.3225 | — | |
| RHGModel Type=Logistic Regression2026.02 | 89.82 | 0.3766 | — | |
| AID-CGModel Type=Logistic Regression2026.02 | 89.49 | 0.3821 | — | |
| T-RHGModel Type=Support Vector Machine2026.02 | 85.92 | 0.3896 | — | |
| T-RHGModel Type=Logistic Regression2026.02 | 85.49 | 0.4951 | — | |
| BorutaFeatures=189/∼5k2026.03 | — | — | 92 | |
| KBestFeatures=189/∼5k2026.03 | — | — | 93 | |
| MIFeatures=189/∼5k2026.03 | — | — | 92 | |
| MoeligaFeatures=189/∼5k2026.03 | — | — | 91 | |
| MSurfFeatures=189/∼5k2026.03 | — | — | 91 | |
| MSurf*Features=189/∼5k2026.03 | — | — | 93 | |
| ReliefFFeatures=189/∼5k2026.03 | — | — | 93 | |
| RFEFeatures=189/∼5k2026.03 | — | — | 91 | |
| SFFSFeatures=189/∼5k2026.03 | — | — | 92 | |
| SFSFeatures=189/∼5k2026.03 | — | — | 90 | |
| SurfFeatures=189/∼5k2026.03 | — | — | 93 | |
| Surf*Features=189/∼5k2026.03 | — | — | 93 |