| { | |
| "name": "tabtransformer", | |
| "objective": "classification", | |
| "batch_size": 1024, | |
| "epochs": 100, | |
| "early_stopping_rounds": 100, | |
| "learning_rate": -5, | |
| "val_batch_size": 2048, | |
| "class_weight": "balanced", | |
| "weight_decay": -3, | |
| "force_device": "cpu", | |
| "is_text": false, | |
| "num_classes": 2, | |
| "dim": 64, | |
| "depth": 3, | |
| "heads": 2, | |
| "dropout": 0.1, | |
| "custom_dataloader": "", | |
| "model_name": "tabtransformer", | |
| "dataset": "malware", | |
| "num_splits": 5, | |
| "seed": 42, | |
| "shuffle": true, | |
| "metrics": [ | |
| "auc" | |
| ] | |
| } |