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LightGBM vs DL for the Bank Marketing dataset
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model | f1 | auc | runtime | best_epoch_or_ntrees | |
---|---|---|---|---|---|
tabresnet | 0.4300 | 0.6501 | 92.52 | 11.0 | |
tabtransformer | 0.4200 | 0.6440 | 31.69 | 4.0 | |
tabmlp | 0.3856 | 0.6281 | 9.57 | 7.0 | |
lightgbm | 0.3852 | 0.6265 | 0.46 | 57.0 | |
tabnet | 0.3087 | 0.5943 | 77.88 | 13.0 |
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