Last active
June 13, 2021 09:15
-
-
Save jrzaurin/ffb1e47e0c0538b5e3ffb76837e54e40 to your computer and use it in GitHub Desktop.
Results for the Bank Marketing dataset with Tabnet
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
n_steps | step_dim | attn_dim | ghost_bn | virtual_batch_size | momentum | gamma | dropout | embed_dropout | lr | batch_size | weight_decay | lambda_sparse | optimizer | lr_scheduler | base_lr | max_lr | div_factor | final_div_factor | n_cycles | val_loss_or_metric | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5 | 16 | 16 | True | 128 | 0.75 | 1.5 | 0.0 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2714 | |
5 | 16 | 16 | True | 64 | 0.25 | 1.5 | 0.0 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2722 | |
5 | 64 | 64 | False | 128 | 0.98 | 1.5 | 0.2 | 0.0 | 0.03 | 128 | 0.0 | 0.0001 | Adam | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2727 | |
5 | 64 | 64 | False | 128 | 0.98 | 1.5 | 0.2 | 0.0 | 0.03 | 128 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2738 | |
5 | 16 | 16 | True | 128 | 0.98 | 2.0 | 0.0 | 0.0 | 0.03 | 512 | 0.0 | 0.0001 | AdamW | ReduceLROnPlateau | 0.001 | 0.01 | 25 | 10000.0 | 5.0 | 0.2738 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment