XGBoost vs Deep Learning: Which Is Stronger?
Source: Machine Heart Editorial Team Why do tree-based machine learning methods, such as XGBoost and Random Forest, outperform deep learning on tabular data?This article provides the reasons behind this phenomenon. They selected 45 open datasets and defined a new benchmark to compare tree-based models and deep models, summarizing three reasons to explainthis phenomenon. Deep learning … Read more