Model Compression AutoML: How To Reduce Your Model Size by 95% While Improving Model Performance We show you how to reduce the number of features used by AWS' AutoGluon tabular models in Python by 95% while improving model performance. Yves-Laurent Kom Samo, PhD 8 Mar 2022 · 10 min read