Thibault Simonetto
WIDS Dataset
3332c99
{
"name": "stg",
"objective": "classification",
"batch_size": 1024,
"epochs": 100,
"early_stopping_rounds": 100,
"learning_rate": 0.09910064387516969,
"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",
"lam": 0.03675976401215312,
"hidden_dims": [
500,
400,
20
],
"num_classes": 2,
"custom_dataloader": "",
"depth": 12,
"heads": 2,
"dropout": 0.5,
"model_name": "stg",
"dataset": "wids",
"num_splits": 5,
"shuffle": true,
"metrics": [
"auc"
]
}