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LightGBM vs DL for the Facebook comments volume dataset
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model | rmse | r2 | runtime | best_epoch_or_ntrees | |
---|---|---|---|---|---|
lightgbm | 5.529 | 0.823 | 6.52 | 687.0 | |
tabmlp | 5.908 | 0.798 | 250.48 | 43.0 | |
tabtransformer | 5.926 | 0.797 | 533.39 | 27.0 | |
tabresnet | 6.214 | 0.777 | 70.47 | 9.0 | |
tabnet | 6.428 | 0.761 | 935.02 | 59.0 |
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