Classification on anneal
90Balanced AccuracyASK-GBDT
Evaluation results
| Method | Links | |
|---|---|---|
| ASK-GBDTHPO=SMAC, Library=Auto-sklearn2021.06 | 90 | |
| MLP+CRegularization=Cocktails2021.06 | 89.27 | |
| MLP+DRegularization=Dropout2021.06 | 86.916 | |
| XGBoostHPO=BOHB2021.06 | 85.416 | |
| TabNet2021.06 | 84.248 | |
| MLP2021.06 | 84.131 | |
| CuBASclassifier=k-NN, training_set_sizes=10%–80%2026.07 | 82.61 | |
| AutoGluonStacking=true2021.06 | 80 | |
| Entropyclassifier=k-NN, training_set_sizes=10%–80%2026.07 | 68 | |
| Randomclassifier=k-NN, training_set_sizes=10%–80%2026.07 | 66.76 | |
| NODE2021.06 | 20 |