Classification on phoneme
99.62Balanced AccCuBAS
Evaluation results
| Method | Links | |
|---|---|---|
| CuBASSampling Strategy=CuBAS, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 99.62 | |
| MLP+DRegularization=Dropout2021.06 | 88.387 | |
| ASK-GBDTHPO=SMAC, Library=Auto-sklearn2021.06 | 88.341 | |
| XGBoostHPO=BOHB2021.06 | 87.972 | |
| MLP2021.06 | 87.514 | |
| TabNet2021.06 | 86.824 | |
| MLP+CRegularization=Cocktails2021.06 | 86.619 | |
| EntropySampling Strategy=Entropy, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 86.08 | |
| AutoGluonStacking=true2021.06 | 83.943 | |
| NODE2021.06 | 82.72 | |
| RandomSampling Strategy=Random, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 81.05 |