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Browse files- best_params_model_2.json +28 -0
best_params_model_2.json
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{
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"trial_number": 24,
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"f1_score": 0.9997764363961547,
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"accuracy": 0.9997777777777778,
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"precision": 1.0,
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"recall": 0.9995529727313366,
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"params": {
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"learning_rate": 1.0462168276085126e-05,
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"dropout": 0.5764579056609419,
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"weight_decay": 5.148658898419634e-05,
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"optimizer": "NAdam",
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"beta1": 0.9168874446378785,
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"beta2": 0.9058957372892114,
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"scheduler": "ExponentialLR",
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"loss_function": "FocalLoss",
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"label_smoothing": 0.06548544626465128,
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"focal_alpha": 0.21069397791740466,
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"focal_gamma": 2.938701284939196,
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"hidden_dim": 1024,
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"use_batch_norm": false,
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"aug_rotation": 16,
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"aug_brightness": 0.20489785287863743,
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"aug_contrast": 0.21627265945293886,
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"aug_hflip_prob": 0.31536677402144486,
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"classification_threshold": 0.5787554507303657,
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"gradient_clip": 1.6643833182115513
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}
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}
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