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LightGBM vs DL for the Adult Census dataset
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| model | acc | runtime | best_epoch_or_ntrees | |
|---|---|---|---|---|
| lightgbm | 0.8782 | 0.92 | 408.0 | |
| tabmlp | 0.8722 | 205.36 | 62.0 | |
| tabtransformer | 0.8718 | 288.64 | 32.0 | |
| tabnet | 0.8704 | 422.30 | 26.0 | |
| tabresnet | 0.8698 | 388.93 | 25.0 |
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