Abstract: Tabular data is the most prevalent form of structured data, necessitating robust models for classification and regression tasks. Traditional models like eXtreme Gradient Boosting (XGBoost) ...

This section exemplifies the usage of Aerial with and without hyperparameter tuning. If you encounter issues such as Aerial can't learn rules, or takes too much time to terminate, please see How to ...

An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...

Abstract: Evaluating synthetic data requires careful consideration of both utility and privacy. This study analyzes 12 synthesizers across 17 tabular health datasets, providing large-scale, comparable ...