Tabular Data Classification on UCI machine learning repository 21 datasets (test)

7.5Median Rank

Hopular

Updated 1mo ago

Evaluation Results

Method	Links
Hopular 2022.06		7.5
Support Vector Machines 2022.06		9.5
Logistic and Multinomial Regression 2022.06		10
Random Forest 2022.06		11
Self-Normalizing Networks 2022.06		11
Non-Parametric Transformers 2022.06		11
Neural Networks 2022.06		11.5
XGBoost 2022.06		12
Multivariate Adaptive Reg. Splines 2022.06		12
Decision Trees 2022.06		13.5
MSRAinit 2022.06		14
Bagging Methods 2022.06		14
CatBoost 2022.06		14
LightGBM 2022.06		14.5
Highway Networks 2022.06		14.5
Rule-Based Methods 2022.06		15
Other Ensembles 2022.06		15
BatchNorm 2022.06		15
Boosting Methods 2022.06		15
Generalized Linear Models 2022.06		15.5
WeightNorm 2022.06		15.5
Discriminant Analysis 2022.06		16
Other Methods 2022.06		17.5
ResNet 2022.06		19
LayerNorm 2022.06		19
Partial Least Squares 2022.06		19.5
Bayesian Methods 2022.06		20
Nearest Neighbour 2022.06		24
Stacking (Wolpert) 2022.06		28