Classification on segment
98.54Balanced AccuracyCuBAS
Evaluation Results
| Method | Links | |
|---|---|---|
| CuBASSampling Strategy=CuBAS, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 98.54 | |
| EntropySampling Strategy=Entropy, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 95.89 | |
| MLP2021.06 | 94.805 | |
| MLP+DRegularization=Dropout2021.06 | 94.589 | |
| XGBoostHPO=BOHB2021.06 | 93.723 | |
| MLP+CRegularization=Cocktails2021.06 | 93.723 | |
| ASK-GBDTHPO=SMAC, Library=Auto-sklearn2021.06 | 93.074 | |
| AutoGluonStacking=true2021.06 | 91.991 | |
| TabNet2021.06 | 91.775 | |
| RandomSampling Strategy=Random, Classifier=k-NN, Training set size=10%-80%, Repetitions=1002026.07 | 91.67 | |
| NODE2021.06 | 90.043 |