Classification on BlogFeedback
84.64AccuracySubTab (+Distance loss)
Evaluation Results
| Method | Links | |
|---|---|---|
| SubTab (+Distance loss)Type=Self-supervised, Noise Type=Gaussian noise, Distance loss=true2021.10 | 84.64 | |
| SubTab (+Noise)Type=Self-supervised, Noise Type=Gaussian noise2021.10 | 84.47 | |
| CAE (NC)Type=Self-supervised, NC=true, Noise Type=Gaussian noise2021.10 | 84.3 | |
| XGBoostType=Supervised baseline2021.10 | 84.29 | |
| SubTab (Base model)Type=Self-supervised, Noise=None2021.10 | 84.29 | |
| AE w/ DropoutType=Autocoder baseline, Dropout=0.22021.10 | 84.18 | |
| Logistic RegressionType=Supervised baseline2021.10 | 84.15 | |
| DAE (RF)Type=Self-supervised, RF=true, Noise Type=Gaussian noise2021.10 | 84.12 | |
| VIME-selfType=Self-supervised, Noise Type=Gaussian noise2021.10 | 84.11 | |
| AEType=Autocoder baseline2021.10 | 84.06 | |
| Random ForestType=Supervised baseline2021.10 | 83.61 |