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tabularbench

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tabularbench
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{
    "name": "tabnet",
    "objective": "classification",
    "batch_size": 1024,
    "epochs": 100,
    "early_stopping_rounds": 100,
    "learning_rate": -3,
    "val_batch_size": 2048,
    "class_weight": "balanced",
    "weight_decay": -3,
    "force_device": "cpu",
    "is_text": false,
    "dg_method": null,
    "seed": 42,
    "dg_num_groups": 4,
    "dg_group_method": "random",
    "num_classes": 2,
    "n_d": 47,
    "n_steps": 6,
    "gamma": 1.3988408419111626,
    "cat_emb_dim": 3,
    "n_independent": 3,
    "n_shared": 5,
    "momentum": 0.14685180706614728,
    "mask_type": "entmax",
    "custom_dataloader": "",
    "depth": 12,
    "heads": 2,
    "dropout": 0.5,
    "model_name": "tabnet",
    "dataset": "url",
    "num_splits": 5,
    "shuffle": true,
    "metrics": [
        "auc"
    ]
}