bert-suicide-detection / final_results.json
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{
"test_accuracy": 0.9772472636387142,
"test_precision": 0.9772502424606044,
"test_recall": 0.9772472636387142,
"test_f1": 0.9772472268806155,
"best_val_f1": 0.9776461055442124,
"training_time": 1751574161.3237324,
"config": {
"model_name": "bert-base-uncased",
"num_labels": 2,
"max_length": 512,
"batch_size": 32,
"learning_rate": 2e-05,
"num_epochs": 5,
"warmup_steps": 0,
"weight_decay": 0.01,
"max_grad_norm": 1.0,
"test_size": 0.2,
"validation_size": 0.1,
"use_mixed_precision": true,
"gradient_accumulation_steps": 1,
"logging_steps": 100,
"save_steps": 500,
"eval_steps": 500,
"output_dir": "./bert_suicide_detection",
"save_model": true
}
}