Tabular Classification on HMDA (test)
97.91Balanced AccuracyXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostFeatures=19 raw, Parameters=~31,5002026.04 | 97.91 | |
| MLP-largeFeatures=60 (one-hot), Parameters=24,5782026.04 | 97.46 | |
| MLP-smallFeatures=60 (one-hot), Parameters=5,3782026.04 | 97.21 | |
| Ens-4x-AOC-48Features=60 (Ising), Parameters=21,510, Optical=9,2162026.04 | 95.14 | |
| Ens-4x-AOC-16Features=60 (Ising), Parameters=5,126, Optical=1,0242026.04 | 94.64 | |
| Ens-4x-AOC-16 (SimpleCell)Features=60 (Ising), Parameters=5,1222026.04 | 93.85 | |
| Logistic regressionFeatures=60, Parameters=1222026.04 | 70.04 |