best_params_model_1.json

{
  "trial_number": 9,
  "f1_score": 0.9997765363128491,
  "accuracy": 0.9997777777777778,
  "precision": 0.9995531724754245,
  "recall": 1.0,
  "params": {
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    "optimizer": "RAdam",
    "beta1": 0.816108821530778,
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    "scheduler": "OneCycleLR",
    "loss_function": "FocalLoss",
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    "focal_alpha": 0.11598192326714384,
    "focal_gamma": 4.017238123958086,
    "hidden_dim": 1024,
    "use_batch_norm": true,
    "aug_rotation": 17,
    "aug_brightness": 0.028176390678189,
    "aug_contrast": 0.09770743075644862,
    "aug_hflip_prob": 0.30686745178100316,
    "classification_threshold": 0.4073264469862444,
    "gradient_clip": 3.6415045231294534
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}