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Post #758 261
Transformers ain't everything
tree-based methods still outperform DL on tabular data and medium (~10k samples) datasets

https://hal.science/hal-03723551
hal.science Why do tree-based models still outperform deep learning on typical tabular data? While deep learning has enabled tremendous progress on text and image datasets, its superiority on tabular data is not clear. We contribute extensive benchmarks of standard and novel deep learning methods as well as tree-based models such as XGBoost and Random…
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