Classification on Obesity
71.13AccuracySubTab (+Noise)
Evaluation results
| Method | Links | |
|---|---|---|
| SubTab (+Noise)Type=Self-supervised, Noise Type=Gaussian noise2021.10 | 71.13 | |
| SubTab (+Distance loss)Type=Self-supervised, Noise Type=Gaussian noise, Distance loss=true2021.10 | 69.25 | |
| SubTab (Base model)Type=Self-supervised, Noise=None2021.10 | 68.01 | |
| Random ForestType=Supervised baseline2021.10 | 67.45 | |
| VIME-selfType=Self-supervised, Noise Type=Gaussian noise2021.10 | 66.45 | |
| XGBoostType=Supervised baseline2021.10 | 64.05 | |
| AE w/ DropoutType=Autocoder baseline, Dropout=0.22021.10 | 62.74 | |
| Logistic RegressionType=Supervised baseline2021.10 | 62.35 | |
| CAE (NC)Type=Self-supervised, NC=true, Noise Type=Gaussian noise2021.10 | 62.26 | |
| AEType=Autocoder baseline2021.10 | 61.96 | |
| DAE (RF)Type=Self-supervised, RF=true, Noise Type=Gaussian noise2021.10 | 56.43 |