Is XGBoost Stronger Than Deep Learning?
Why are tree-based machine learning methods, such as XGBoost and random forests, superior to deep learning on tabular data? This article provides reasons behind this phenomenon, selecting 45 open datasets and defining a new benchmark to compare tree-based models with deep models, summarizing three reasons to explain this phenomenon. Deep learning has made significant progress … Read more