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Results for the Bank Marketing dataset with TabMlp
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mlp_hidden_dims | mlp_activation | mlp_dropout | mlp_batchnorm | mlp_batchnorm_last | mlp_linear_first | embed_dropout | lr | batch_size | weight_decay | optimizer | lr_scheduler | base_lr | max_lr | div_factor | final_div_factor | n_cycles | val_loss_or_metric | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[100,50] | relu | 0.1 | True | True | False | 0.1 | 0.001 | 512 | 0.0 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2638 | |
[100,50] | relu | 0.1 | True | False | True | 0.1 | 0.001 | 512 | 0.0 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2639 | |
[100,50] | relu | 0.1 | True | True | False | 0.1 | 0.001 | 512 | 0.0 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2643 | |
[100,50] | relu | 0.1 | False | False | False | 0.1 | 0.001 | 512 | 0.0 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2643 | |
[100,50] | relu | 0.1 | True | False | False | 0.1 | 0.001 | 512 | 0.0 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2646 |
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