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ResearchFormerly WizWand

Classification on BlogFeedback

84.64AccuracySubTab (+Distance loss)
83.568883.846984.12584.4031Oct 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SubTab (+Distance loss)Type=Self-supervised, Noise Type=Gaussian noise, Distance loss=true2021.1084.64
SubTab (+Noise)Type=Self-supervised, Noise Type=Gaussian noise2021.1084.47
CAE (NC)Type=Self-supervised, NC=true, Noise Type=Gaussian noise2021.1084.3
XGBoostType=Supervised baseline2021.1084.29
SubTab (Base model)Type=Self-supervised, Noise=None2021.1084.29
AE w/ DropoutType=Autocoder baseline, Dropout=0.22021.1084.18
Logistic RegressionType=Supervised baseline2021.1084.15
DAE (RF)Type=Self-supervised, RF=true, Noise Type=Gaussian noise2021.1084.12
VIME-selfType=Self-supervised, Noise Type=Gaussian noise2021.1084.11
AEType=Autocoder baseline2021.1084.06
Random ForestType=Supervised baseline2021.1083.61