Table 2.

Main characteristics of the considered classification models

Model	Type	Feature importance API
Logistic regression	Generalized linear model	Yes
Support vector machine	Supervised learning model constructing the separating manifold	Only for linear kernel
XGBoost	Gradient-boosted decision tree ensemble	Yes
CatBoost	Gradient-boosted decision tree ensemble	Yes
LightGBM	Gradient-boosted decision tree ensemble	Yes
TabNet	Deep neural network	Yes
NODE	Gradient-boosted decision tree ensemble	No