{
  "backbone": "resnet18",
  "device": "mps",
  "preprocess": {
    "norm": "percentile",
    "p_low": 0.5,
    "p_high": 99.5,
    "imagenet_norm": true,
    "input_size": 224
  },
  "labels_csv": "labels/labels_images.csv",
  "split_file": null,
  "seed": 42,
  "balance": "none",
  "pos_weight": null,
  "epochs_run": 64,
  "best_epoch": 39,
  "threshold": -0.4930129051208496,
  "train_size": 199,
  "val_size": 53,
  "train_studies": 81,
  "val_studies": 19,
  "best_val_metrics": {
    "accuracy": 0.5849056603773585,
    "precision": 0.4117647058823529,
    "recall": 0.875,
    "f1": 0.56,
    "tp": 14,
    "tn": 17,
    "fp": 20,
    "fn": 2,
    "threshold_logit": -0.4930129051208496,
    "threshold_prob": 0.3791840672492981,
    "n": 53,
    "n_pos": 16,
    "roc_auc": 0.6706081081081081,
    "pr_auc": 0.45847020300273256,
    "confusion_matrix": [
      [
        17,
        20
      ],
      [
        2,
        14
      ]
    ]
  },
  "val_metrics_per_region": {
    "spine": {
      "accuracy": 0.7368421052631579,
      "precision": 0.5,
      "recall": 1.0,
      "f1": 0.6666666666666666,
      "tp": 5,
      "tn": 9,
      "fp": 5,
      "fn": 0,
      "threshold_logit": -0.4930129051208496,
      "threshold_prob": 0.3791840672492981,
      "n": 19,
      "n_pos": 5,
      "roc_auc": 0.942857142857143,
      "pr_auc": 0.8761904761904762,
      "confusion_matrix": [
        [
          9,
          5
        ],
        [
          0,
          5
        ]
      ]
    },
    "hip_right": {
      "accuracy": 0.5882352941176471,
      "precision": 0.4444444444444444,
      "recall": 0.6666666666666666,
      "f1": 0.5333333333333333,
      "tp": 4,
      "tn": 6,
      "fp": 5,
      "fn": 2,
      "threshold_logit": -0.4930129051208496,
      "threshold_prob": 0.3791840672492981,
      "n": 17,
      "n_pos": 6,
      "roc_auc": 0.5757575757575757,
      "pr_auc": 0.45683940242763765,
      "confusion_matrix": [
        [
          6,
          5
        ],
        [
          2,
          4
        ]
      ]
    },
    "hip_left": {
      "accuracy": 0.4117647058823529,
      "precision": 0.3333333333333333,
      "recall": 1.0,
      "f1": 0.5,
      "tp": 5,
      "tn": 2,
      "fp": 10,
      "fn": 0,
      "threshold_logit": -0.4930129051208496,
      "threshold_prob": 0.3791840672492981,
      "n": 17,
      "n_pos": 5,
      "roc_auc": 0.55,
      "pr_auc": 0.49333333333333335,
      "confusion_matrix": [
        [
          2,
          10
        ],
        [
          0,
          5
        ]
      ]
    }
  },
  "history": [
    {
      "epoch": 1,
      "train_loss": 1.0532222213457578,
      "val_loss": 1.026130328763206,
      "threshold_logit": -0.33352065086364746,
      "threshold_prob": 0.41738420724868774,
      "val_accuracy": 0.49056603773584906,
      "val_precision": 0.36585365853658536,
      "val_recall": 0.9375,
      "val_f1": 0.5263157894736842,
      "val_tp": 15,
      "val_tn": 11,
      "val_fp": 26,
      "val_fn": 1,
      "val_threshold_logit": -0.33352065086364746,
      "val_threshold_prob": 0.41738420724868774,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5050675675675675,
      "val_pr_auc": 0.3225093912785749
    },
    {
      "epoch": 2,
      "train_loss": 0.8751738706425806,
      "val_loss": 0.9301198046162443,
      "threshold_logit": -0.402824729681015,
      "threshold_prob": 0.40063387155532837,
      "val_accuracy": 0.4716981132075472,
      "val_precision": 0.36363636363636365,
      "val_recall": 1.0,
      "val_f1": 0.5333333333333333,
      "val_tp": 16,
      "val_tn": 9,
      "val_fp": 28,
      "val_fn": 0,
      "val_threshold_logit": -0.402824729681015,
      "val_threshold_prob": 0.40063387155532837,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5084459459459459,
      "val_pr_auc": 0.32504870997921304
    },
    {
      "epoch": 3,
      "train_loss": 0.7873088232236891,
      "val_loss": 0.8748065480646098,
      "threshold_logit": -0.3624480664730072,
      "threshold_prob": 0.41036710143089294,
      "val_accuracy": 0.4716981132075472,
      "val_precision": 0.36363636363636365,
      "val_recall": 1.0,
      "val_f1": 0.5333333333333333,
      "val_tp": 16,
      "val_tn": 9,
      "val_fp": 28,
      "val_fn": 0,
      "val_threshold_logit": -0.3624480664730072,
      "val_threshold_prob": 0.41036710143089294,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5304054054054055,
      "val_pr_auc": 0.329218009231153
    },
    {
      "epoch": 4,
      "train_loss": 0.7326379085904989,
      "val_loss": 0.8373570161045722,
      "threshold_logit": -0.3869018852710724,
      "threshold_prob": 0.4044633209705353,
      "val_accuracy": 0.49056603773584906,
      "val_precision": 0.37209302325581395,
      "val_recall": 1.0,
      "val_f1": 0.5423728813559322,
      "val_tp": 16,
      "val_tn": 10,
      "val_fp": 27,
      "val_fn": 0,
      "val_threshold_logit": -0.3869018852710724,
      "val_threshold_prob": 0.4044633209705353,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5506756756756757,
      "val_pr_auc": 0.33939804524756606
    },
    {
      "epoch": 5,
      "train_loss": 0.687867011107392,
      "val_loss": 0.8197725820091536,
      "threshold_logit": -0.45452287793159485,
      "threshold_prob": 0.38828593492507935,
      "val_accuracy": 0.4716981132075472,
      "val_precision": 0.36363636363636365,
      "val_recall": 1.0,
      "val_f1": 0.5333333333333333,
      "val_tp": 16,
      "val_tn": 9,
      "val_fp": 28,
      "val_fn": 0,
      "val_threshold_logit": -0.45452287793159485,
      "val_threshold_prob": 0.38828593492507935,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5658783783783784,
      "val_pr_auc": 0.3497068751703835
    },
    {
      "epoch": 6,
      "train_loss": 0.6539566582770803,
      "val_loss": 0.8008073455882523,
      "threshold_logit": -0.3088648319244385,
      "threshold_prob": 0.42339181900024414,
      "val_accuracy": 0.5094339622641509,
      "val_precision": 0.375,
      "val_recall": 0.9375,
      "val_f1": 0.5357142857142857,
      "val_tp": 15,
      "val_tn": 12,
      "val_fp": 25,
      "val_fn": 1,
      "val_threshold_logit": -0.3088648319244385,
      "val_threshold_prob": 0.42339181900024414,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5760135135135135,
      "val_pr_auc": 0.36006882252286665
    },
    {
      "epoch": 7,
      "train_loss": 0.6248671277683584,
      "val_loss": 0.7779798833829052,
      "threshold_logit": -0.5089445114135742,
      "threshold_prob": 0.3754409849643707,
      "val_accuracy": 0.49056603773584906,
      "val_precision": 0.37209302325581395,
      "val_recall": 1.0,
      "val_f1": 0.5423728813559322,
      "val_tp": 16,
      "val_tn": 10,
      "val_fp": 27,
      "val_fn": 0,
      "val_threshold_logit": -0.5089445114135742,
      "val_threshold_prob": 0.3754409849643707,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5861486486486487,
      "val_pr_auc": 0.3579258461925193
    },
    {
      "epoch": 8,
      "train_loss": 0.6013096737202688,
      "val_loss": 0.7683805418464372,
      "threshold_logit": -0.30705419182777405,
      "threshold_prob": 0.4238339364528656,
      "val_accuracy": 0.49056603773584906,
      "val_precision": 0.36585365853658536,
      "val_recall": 0.9375,
      "val_f1": 0.5263157894736842,
      "val_tp": 15,
      "val_tn": 11,
      "val_fp": 26,
      "val_fn": 1,
      "val_threshold_logit": -0.30705419182777405,
      "val_threshold_prob": 0.4238339364528656,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.5861486486486486,
      "val_pr_auc": 0.3606130128695116
    },
    {
      "epoch": 9,
      "train_loss": 0.5803127815975017,
      "val_loss": 0.7629873432078451,
      "threshold_logit": -0.2705621123313904,
      "threshold_prob": 0.43276911973953247,
      "val_accuracy": 0.5283018867924528,
      "val_precision": 0.38461538461538464,
      "val_recall": 0.9375,
      "val_f1": 0.5454545454545454,
      "val_tp": 15,
      "val_tn": 13,
      "val_fp": 24,
      "val_fn": 1,
      "val_threshold_logit": -0.2705621123313904,
      "val_threshold_prob": 0.43276911973953247,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6064189189189189,
      "val_pr_auc": 0.370475357834104
    },
    {
      "epoch": 10,
      "train_loss": 0.5633189953751301,
      "val_loss": 0.7530804394551043,
      "threshold_logit": -0.28339189291000366,
      "threshold_prob": 0.4296224117279053,
      "val_accuracy": 0.5471698113207547,
      "val_precision": 0.39473684210526316,
      "val_recall": 0.9375,
      "val_f1": 0.5555555555555556,
      "val_tp": 15,
      "val_tn": 14,
      "val_fp": 23,
      "val_fn": 1,
      "val_threshold_logit": -0.28339189291000366,
      "val_threshold_prob": 0.4296224117279053,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6081081081081081,
      "val_pr_auc": 0.36774076815195234
    },
    {
      "epoch": 11,
      "train_loss": 0.5472809365346804,
      "val_loss": 0.7515283794897907,
      "threshold_logit": -0.25762104988098145,
      "threshold_prob": 0.43594858050346375,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.4,
      "val_recall": 0.875,
      "val_f1": 0.5490196078431373,
      "val_tp": 14,
      "val_tn": 16,
      "val_fp": 21,
      "val_fn": 2,
      "val_threshold_logit": -0.25762104988098145,
      "val_threshold_prob": 0.43594858050346375,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6233108108108109,
      "val_pr_auc": 0.378742964940989
    },
    {
      "epoch": 12,
      "train_loss": 0.5329383114474503,
      "val_loss": 0.7405908827511769,
      "threshold_logit": -0.29784855246543884,
      "threshold_prob": 0.4260835349559784,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.29784855246543884,
      "val_threshold_prob": 0.4260835349559784,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6233108108108109,
      "val_pr_auc": 0.37692347942585136
    },
    {
      "epoch": 13,
      "train_loss": 0.5222598064185386,
      "val_loss": 0.7310147054915158,
      "threshold_logit": -0.3437269628047943,
      "threshold_prob": 0.4149044454097748,
      "val_accuracy": 0.5283018867924528,
      "val_precision": 0.38461538461538464,
      "val_recall": 0.9375,
      "val_f1": 0.5454545454545454,
      "val_tp": 15,
      "val_tn": 13,
      "val_fp": 24,
      "val_fn": 1,
      "val_threshold_logit": -0.3437269628047943,
      "val_threshold_prob": 0.4149044454097748,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6182432432432432,
      "val_pr_auc": 0.37196743857570513
    },
    {
      "epoch": 14,
      "train_loss": 0.5103828298985659,
      "val_loss": 0.7391890911561139,
      "threshold_logit": -0.23205813765525818,
      "threshold_prob": 0.44224441051483154,
      "val_accuracy": 0.6226415094339622,
      "val_precision": 0.43333333333333335,
      "val_recall": 0.8125,
      "val_f1": 0.5652173913043478,
      "val_tp": 13,
      "val_tn": 20,
      "val_fp": 17,
      "val_fn": 3,
      "val_threshold_logit": -0.23205813765525818,
      "val_threshold_prob": 0.44224441051483154,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6368243243243243,
      "val_pr_auc": 0.3857265629392663
    },
    {
      "epoch": 15,
      "train_loss": 0.4977333307565756,
      "val_loss": 0.7224807435611509,
      "threshold_logit": -0.3302995264530182,
      "threshold_prob": 0.41816774010658264,
      "val_accuracy": 0.5849056603773585,
      "val_precision": 0.4166666666666667,
      "val_recall": 0.9375,
      "val_f1": 0.5769230769230769,
      "val_tp": 15,
      "val_tn": 16,
      "val_fp": 21,
      "val_fn": 1,
      "val_threshold_logit": -0.3302995264530182,
      "val_threshold_prob": 0.41816774010658264,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6300675675675675,
      "val_pr_auc": 0.38149738305264863
    },
    {
      "epoch": 16,
      "train_loss": 0.48767769321724397,
      "val_loss": 0.7187748646961069,
      "threshold_logit": -0.3388654589653015,
      "threshold_prob": 0.41608506441116333,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.3388654589653015,
      "val_threshold_prob": 0.41608506441116333,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6418918918918919,
      "val_pr_auc": 0.39125280766782344
    },
    {
      "epoch": 17,
      "train_loss": 0.4766718295950386,
      "val_loss": 0.7134305289331472,
      "threshold_logit": -0.3346463739871979,
      "threshold_prob": 0.41711050271987915,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.3346463739871979,
      "val_threshold_prob": 0.41711050271987915,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6368243243243242,
      "val_pr_auc": 0.3884167552705756
    },
    {
      "epoch": 18,
      "train_loss": 0.46833488869307627,
      "val_loss": 0.7057486946852702,
      "threshold_logit": -0.33258867263793945,
      "threshold_prob": 0.41761088371276855,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.33258867263793945,
      "val_threshold_prob": 0.41761088371276855,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6452702702702703,
      "val_pr_auc": 0.3965829336473518
    },
    {
      "epoch": 19,
      "train_loss": 0.460381574367159,
      "val_loss": 0.7104968254296284,
      "threshold_logit": -0.374218225479126,
      "threshold_prob": 0.4075221121311188,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.374218225479126,
      "val_threshold_prob": 0.4075221121311188,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6452702702702703,
      "val_pr_auc": 0.39961972011362046
    },
    {
      "epoch": 20,
      "train_loss": 0.4516722494034312,
      "val_loss": 0.7112508629852871,
      "threshold_logit": -0.39995336532592773,
      "threshold_prob": 0.4013235569000244,
      "val_accuracy": 0.5471698113207547,
      "val_precision": 0.39473684210526316,
      "val_recall": 0.9375,
      "val_f1": 0.5555555555555556,
      "val_tp": 15,
      "val_tn": 14,
      "val_fp": 23,
      "val_fn": 1,
      "val_threshold_logit": -0.39995336532592773,
      "val_threshold_prob": 0.4013235569000244,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6537162162162162,
      "val_pr_auc": 0.4076685303596416
    },
    {
      "epoch": 21,
      "train_loss": 0.44301182061583555,
      "val_loss": 0.702654703045791,
      "threshold_logit": -0.3907908797264099,
      "threshold_prob": 0.4035269320011139,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.3907908797264099,
      "val_threshold_prob": 0.4035269320011139,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6418918918918919,
      "val_pr_auc": 0.3986486425800429
    },
    {
      "epoch": 22,
      "train_loss": 0.4350306978776826,
      "val_loss": 0.6995586381768281,
      "threshold_logit": -0.3976196348667145,
      "threshold_prob": 0.40188437700271606,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.3976196348667145,
      "val_threshold_prob": 0.40188437700271606,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.652027027027027,
      "val_pr_auc": 0.4035353327576814
    },
    {
      "epoch": 23,
      "train_loss": 0.429518243475775,
      "val_loss": 0.6924138552737686,
      "threshold_logit": -0.379117488861084,
      "threshold_prob": 0.40633976459503174,
      "val_accuracy": 0.5849056603773585,
      "val_precision": 0.4166666666666667,
      "val_recall": 0.9375,
      "val_f1": 0.5769230769230769,
      "val_tp": 15,
      "val_tn": 16,
      "val_fp": 21,
      "val_fn": 1,
      "val_threshold_logit": -0.379117488861084,
      "val_threshold_prob": 0.40633976459503174,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6520270270270271,
      "val_pr_auc": 0.40157269175988625
    },
    {
      "epoch": 24,
      "train_loss": 0.4215006656083629,
      "val_loss": 0.6977967271264994,
      "threshold_logit": -0.43486082553863525,
      "threshold_prob": 0.39296621084213257,
      "val_accuracy": 0.5471698113207547,
      "val_precision": 0.39473684210526316,
      "val_recall": 0.9375,
      "val_f1": 0.5555555555555556,
      "val_tp": 15,
      "val_tn": 14,
      "val_fp": 23,
      "val_fn": 1,
      "val_threshold_logit": -0.43486082553863525,
      "val_threshold_prob": 0.39296621084213257,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6503378378378378,
      "val_pr_auc": 0.40312697869879816
    },
    {
      "epoch": 25,
      "train_loss": 0.41580009490401304,
      "val_loss": 0.6969196638971005,
      "threshold_logit": -0.3805081844329834,
      "threshold_prob": 0.40600430965423584,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.4,
      "val_recall": 0.875,
      "val_f1": 0.5490196078431373,
      "val_tp": 14,
      "val_tn": 16,
      "val_fp": 21,
      "val_fn": 2,
      "val_threshold_logit": -0.3805081844329834,
      "val_threshold_prob": 0.40600430965423584,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6503378378378378,
      "val_pr_auc": 0.4048052508324923
    },
    {
      "epoch": 26,
      "train_loss": 0.40985592645616387,
      "val_loss": 0.6986909750497566,
      "threshold_logit": -0.2141810655593872,
      "threshold_prob": 0.44665852189064026,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.2141810655593872,
      "val_threshold_prob": 0.44665852189064026,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6537162162162161,
      "val_pr_auc": 0.40970414149051226
    },
    {
      "epoch": 27,
      "train_loss": 0.40640521408924507,
      "val_loss": 0.6868536146181934,
      "threshold_logit": -0.33528512716293335,
      "threshold_prob": 0.41695523262023926,
      "val_accuracy": 0.6037735849056604,
      "val_precision": 0.42424242424242425,
      "val_recall": 0.875,
      "val_f1": 0.5714285714285714,
      "val_tp": 14,
      "val_tn": 18,
      "val_fp": 19,
      "val_fn": 2,
      "val_threshold_logit": -0.33528512716293335,
      "val_threshold_prob": 0.41695523262023926,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.660472972972973,
      "val_pr_auc": 0.4058796192329926
    },
    {
      "epoch": 28,
      "train_loss": 0.39684594800723855,
      "val_loss": 0.6912238074923461,
      "threshold_logit": -0.3798823952674866,
      "threshold_prob": 0.4061552584171295,
      "val_accuracy": 0.6037735849056604,
      "val_precision": 0.42424242424242425,
      "val_recall": 0.875,
      "val_f1": 0.5714285714285714,
      "val_tp": 14,
      "val_tn": 18,
      "val_fp": 19,
      "val_fn": 2,
      "val_threshold_logit": -0.3798823952674866,
      "val_threshold_prob": 0.4061552584171295,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6570945945945945,
      "val_pr_auc": 0.40827324872993664
    },
    {
      "epoch": 29,
      "train_loss": 0.3937077854745951,
      "val_loss": 0.697690763001172,
      "threshold_logit": -0.16673661768436432,
      "threshold_prob": 0.4584121108055115,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.16673661768436432,
      "val_threshold_prob": 0.4584121108055115,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.660472972972973,
      "val_pr_auc": 0.41600235206261993
    },
    {
      "epoch": 30,
      "train_loss": 0.3867188236821237,
      "val_loss": 0.68333419201509,
      "threshold_logit": -0.5095869302749634,
      "threshold_prob": 0.3752903640270233,
      "val_accuracy": 0.5660377358490566,
      "val_precision": 0.40540540540540543,
      "val_recall": 0.9375,
      "val_f1": 0.5660377358490566,
      "val_tp": 15,
      "val_tn": 15,
      "val_fp": 22,
      "val_fn": 1,
      "val_threshold_logit": -0.5095869302749634,
      "val_threshold_prob": 0.3752903640270233,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6621621621621622,
      "val_pr_auc": 0.4094929160530315
    },
    {
      "epoch": 31,
      "train_loss": 0.382528538380436,
      "val_loss": 0.6829208832866741,
      "threshold_logit": -0.27042847871780396,
      "threshold_prob": 0.43280190229415894,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.27042847871780396,
      "val_threshold_prob": 0.43280190229415894,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6554054054054054,
      "val_pr_auc": 0.4056396541849936
    },
    {
      "epoch": 32,
      "train_loss": 0.3755597551563876,
      "val_loss": 0.6850016156457505,
      "threshold_logit": -0.23709793388843536,
      "threshold_prob": 0.44100165367126465,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.23709793388843536,
      "val_threshold_prob": 0.44100165367126465,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6587837837837838,
      "val_pr_auc": 0.4128567435861291
    },
    {
      "epoch": 33,
      "train_loss": 0.371689538560321,
      "val_loss": 0.6828701304939558,
      "threshold_logit": -0.28240618109703064,
      "threshold_prob": 0.42986395955085754,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.28240618109703064,
      "val_threshold_prob": 0.42986395955085754,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.652027027027027,
      "val_pr_auc": 0.4047892517752715
    },
    {
      "epoch": 34,
      "train_loss": 0.3676750167230865,
      "val_loss": 0.6833734866583122,
      "threshold_logit": -0.46468257904052734,
      "threshold_prob": 0.3858755826950073,
      "val_accuracy": 0.5849056603773585,
      "val_precision": 0.4117647058823529,
      "val_recall": 0.875,
      "val_f1": 0.56,
      "val_tp": 14,
      "val_tn": 17,
      "val_fp": 20,
      "val_fn": 2,
      "val_threshold_logit": -0.46468257904052734,
      "val_threshold_prob": 0.3858755826950073,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6554054054054054,
      "val_pr_auc": 0.4063435983122734
    },
    {
      "epoch": 35,
      "train_loss": 0.3636519513537536,
      "val_loss": 0.6958017484197077,
      "threshold_logit": -0.17192251980304718,
      "threshold_prob": 0.4571249186992645,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.17192251980304718,
      "val_threshold_prob": 0.4571249186992645,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.4547488045968362
    },
    {
      "epoch": 36,
      "train_loss": 0.3585040514642869,
      "val_loss": 0.6855807990398047,
      "threshold_logit": -0.23352622985839844,
      "threshold_prob": 0.44188234210014343,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.23352622985839844,
      "val_threshold_prob": 0.44188234210014343,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.45208634379103174
    },
    {
      "epoch": 37,
      "train_loss": 0.35473447918292866,
      "val_loss": 0.6823658178437431,
      "threshold_logit": -0.4839599132537842,
      "threshold_prob": 0.38131749629974365,
      "val_accuracy": 0.6037735849056604,
      "val_precision": 0.42424242424242425,
      "val_recall": 0.875,
      "val_f1": 0.5714285714285714,
      "val_tp": 14,
      "val_tn": 18,
      "val_fp": 19,
      "val_fn": 2,
      "val_threshold_logit": -0.4839599132537842,
      "val_threshold_prob": 0.38131749629974365,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4497553414600294
    },
    {
      "epoch": 38,
      "train_loss": 0.353037747905482,
      "val_loss": 0.6812631712769562,
      "threshold_logit": -0.48744022846221924,
      "threshold_prob": 0.3804967403411865,
      "val_accuracy": 0.6037735849056604,
      "val_precision": 0.42424242424242425,
      "val_recall": 0.875,
      "val_f1": 0.5714285714285714,
      "val_tp": 14,
      "val_tn": 18,
      "val_fp": 19,
      "val_fn": 2,
      "val_threshold_logit": -0.48744022846221924,
      "val_threshold_prob": 0.3804967403411865,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4551862890406745
    },
    {
      "epoch": 39,
      "train_loss": 0.3503075568520244,
      "val_loss": 0.678853155869358,
      "threshold_logit": -0.4930129051208496,
      "threshold_prob": 0.3791840672492981,
      "val_accuracy": 0.5849056603773585,
      "val_precision": 0.4117647058823529,
      "val_recall": 0.875,
      "val_f1": 0.56,
      "val_tp": 14,
      "val_tn": 17,
      "val_fp": 20,
      "val_fn": 2,
      "val_threshold_logit": -0.4930129051208496,
      "val_threshold_prob": 0.3791840672492981,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6706081081081081,
      "val_pr_auc": 0.45847020300273256
    },
    {
      "epoch": 40,
      "train_loss": 0.34792781729794026,
      "val_loss": 0.677433118505298,
      "threshold_logit": -0.48992419242858887,
      "threshold_prob": 0.3799113929271698,
      "val_accuracy": 0.6037735849056604,
      "val_precision": 0.42424242424242425,
      "val_recall": 0.875,
      "val_f1": 0.5714285714285714,
      "val_tp": 14,
      "val_tn": 18,
      "val_fp": 19,
      "val_fn": 2,
      "val_threshold_logit": -0.48992419242858887,
      "val_threshold_prob": 0.3799113929271698,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6621621621621622,
      "val_pr_auc": 0.4494330582611833
    },
    {
      "epoch": 41,
      "train_loss": 0.3456130144584119,
      "val_loss": 0.6764657964121621,
      "threshold_logit": -0.2920442819595337,
      "threshold_prob": 0.42750346660614014,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2920442819595337,
      "val_threshold_prob": 0.42750346660614014,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6621621621621622,
      "val_pr_auc": 0.4514167172727763
    },
    {
      "epoch": 42,
      "train_loss": 0.3436556869565542,
      "val_loss": 0.6773205022766905,
      "threshold_logit": -0.2786947190761566,
      "threshold_prob": 0.4307737946510315,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2786947190761566,
      "val_threshold_prob": 0.4307737946510315,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6621621621621622,
      "val_pr_auc": 0.4522091813876088
    },
    {
      "epoch": 43,
      "train_loss": 0.34132463653482986,
      "val_loss": 0.6797316051879019,
      "threshold_logit": -0.24873608350753784,
      "threshold_prob": 0.43813464045524597,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.24873608350753784,
      "val_threshold_prob": 0.43813464045524597,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6604729729729729,
      "val_pr_auc": 0.45358488180272766
    },
    {
      "epoch": 44,
      "train_loss": 0.33998109168143725,
      "val_loss": 0.6786375141368722,
      "threshold_logit": -0.263649046421051,
      "threshold_prob": 0.4344668984413147,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.263649046421051,
      "val_threshold_prob": 0.4344668984413147,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6587837837837838,
      "val_pr_auc": 0.45251650573435154
    },
    {
      "epoch": 45,
      "train_loss": 0.3388974933168996,
      "val_loss": 0.6800167268177248,
      "threshold_logit": -0.22167415916919708,
      "threshold_prob": 0.4448072910308838,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.22167415916919708,
      "val_threshold_prob": 0.4448072910308838,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6621621621621622,
      "val_pr_auc": 0.45641545830545444
    },
    {
      "epoch": 46,
      "train_loss": 0.33601259631128166,
      "val_loss": 0.675610455139628,
      "threshold_logit": -0.2510296702384949,
      "threshold_prob": 0.43757009506225586,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2510296702384949,
      "val_threshold_prob": 0.43757009506225586,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 47,
      "train_loss": 0.3343154933284875,
      "val_loss": 0.6749608392985362,
      "threshold_logit": -0.25727909803390503,
      "threshold_prob": 0.4360326826572418,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.25727909803390503,
      "val_threshold_prob": 0.4360326826572418,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 48,
      "train_loss": 0.3331313311454639,
      "val_loss": 0.6734745345025692,
      "threshold_logit": -0.26502737402915955,
      "threshold_prob": 0.4341282546520233,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.26502737402915955,
      "val_threshold_prob": 0.4341282546520233,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513514,
      "val_pr_auc": 0.4536911985383689
    },
    {
      "epoch": 49,
      "train_loss": 0.3319563989962765,
      "val_loss": 0.674514446618422,
      "threshold_logit": -0.2516099214553833,
      "threshold_prob": 0.437427282333374,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2516099214553833,
      "val_threshold_prob": 0.437427282333374,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 50,
      "train_loss": 0.3311750141519997,
      "val_loss": 0.6737054350241175,
      "threshold_logit": -0.2621164619922638,
      "threshold_prob": 0.434843510389328,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2621164619922638,
      "val_threshold_prob": 0.434843510389328,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.45532518546647355
    },
    {
      "epoch": 51,
      "train_loss": 0.33006875284353093,
      "val_loss": 0.6731524534945218,
      "threshold_logit": -0.26050257682800293,
      "threshold_prob": 0.43524014949798584,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.26050257682800293,
      "val_threshold_prob": 0.43524014949798584,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6672297297297298,
      "val_pr_auc": 0.4557877201565753
    },
    {
      "epoch": 52,
      "train_loss": 0.3293046281864895,
      "val_loss": 0.674793579668369,
      "threshold_logit": -0.2458224594593048,
      "threshold_prob": 0.4388519823551178,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.2458224594593048,
      "val_threshold_prob": 0.4388519823551178,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4559502991235021
    },
    {
      "epoch": 53,
      "train_loss": 0.327942164025115,
      "val_loss": 0.6735566055999612,
      "threshold_logit": -0.25811052322387695,
      "threshold_prob": 0.4358282685279846,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.25811052322387695,
      "val_threshold_prob": 0.4358282685279846,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 54,
      "train_loss": 0.32721191420027956,
      "val_loss": 0.6730306317221444,
      "threshold_logit": -0.26134586334228516,
      "threshold_prob": 0.4350329041481018,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.26134586334228516,
      "val_threshold_prob": 0.4350329041481018,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 55,
      "train_loss": 0.32624161393199136,
      "val_loss": 0.6735397566039607,
      "threshold_logit": -0.2576046586036682,
      "threshold_prob": 0.43595266342163086,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.2576046586036682,
      "val_threshold_prob": 0.43595266342163086,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4559502991235021
    },
    {
      "epoch": 56,
      "train_loss": 0.3250064354146545,
      "val_loss": 0.6721411133712193,
      "threshold_logit": -0.2657853662967682,
      "threshold_prob": 0.4339420795440674,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2657853662967682,
      "val_threshold_prob": 0.4339420795440674,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 57,
      "train_loss": 0.3239637772042548,
      "val_loss": 0.6721913392813701,
      "threshold_logit": -0.26160290837287903,
      "threshold_prob": 0.4349696934223175,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.26160290837287903,
      "val_threshold_prob": 0.4349696934223175,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 58,
      "train_loss": 0.32311632779974436,
      "val_loss": 0.6709940984564008,
      "threshold_logit": -0.26754531264305115,
      "threshold_prob": 0.43350985646247864,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.26754531264305115,
      "val_threshold_prob": 0.43350985646247864,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6672297297297298,
      "val_pr_auc": 0.4557877201565753
    },
    {
      "epoch": 59,
      "train_loss": 0.3221023633851478,
      "val_loss": 0.6725468972943863,
      "threshold_logit": -0.2563571333885193,
      "threshold_prob": 0.4362594187259674,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.2563571333885193,
      "val_threshold_prob": 0.4362594187259674,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4559502991235021
    },
    {
      "epoch": 60,
      "train_loss": 0.3210489716212354,
      "val_loss": 0.6720504620165195,
      "threshold_logit": -0.2661922574043274,
      "threshold_prob": 0.43384212255477905,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2661922574043274,
      "val_threshold_prob": 0.43384212255477905,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.45488192305512604
    },
    {
      "epoch": 61,
      "train_loss": 0.32023088491741736,
      "val_loss": 0.6722480216116276,
      "threshold_logit": -0.2641700208187103,
      "threshold_prob": 0.43433889746665955,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.2641700208187103,
      "val_threshold_prob": 0.43433889746665955,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4566676373408403
    },
    {
      "epoch": 62,
      "train_loss": 0.31961746274226877,
      "val_loss": 0.6703313746542301,
      "threshold_logit": -0.4732973575592041,
      "threshold_prob": 0.38383612036705017,
      "val_accuracy": 0.6226415094339622,
      "val_precision": 0.43333333333333335,
      "val_recall": 0.8125,
      "val_f1": 0.5652173913043478,
      "val_tp": 13,
      "val_tn": 20,
      "val_fp": 17,
      "val_fn": 3,
      "val_threshold_logit": -0.4732973575592041,
      "val_threshold_prob": 0.38383612036705017,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6638513513513513,
      "val_pr_auc": 0.451037628902689
    },
    {
      "epoch": 63,
      "train_loss": 0.3182968964528798,
      "val_loss": 0.6713916501908932,
      "threshold_logit": -0.27240824699401855,
      "threshold_prob": 0.43231597542762756,
      "val_accuracy": 0.6415094339622641,
      "val_precision": 0.4444444444444444,
      "val_recall": 0.75,
      "val_f1": 0.5581395348837209,
      "val_tp": 12,
      "val_tn": 22,
      "val_fp": 15,
      "val_fn": 4,
      "val_threshold_logit": -0.27240824699401855,
      "val_threshold_prob": 0.43231597542762756,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6655405405405406,
      "val_pr_auc": 0.4566676373408403
    },
    {
      "epoch": 64,
      "train_loss": 0.317256577200626,
      "val_loss": 0.6720416141006181,
      "threshold_logit": -0.26324427127838135,
      "threshold_prob": 0.43456634879112244,
      "val_accuracy": 0.660377358490566,
      "val_precision": 0.46153846153846156,
      "val_recall": 0.75,
      "val_f1": 0.5714285714285714,
      "val_tp": 12,
      "val_tn": 23,
      "val_fp": 14,
      "val_fn": 4,
      "val_threshold_logit": -0.26324427127838135,
      "val_threshold_prob": 0.43456634879112244,
      "val_n": 53,
      "val_n_pos": 16,
      "val_roc_auc": 0.6706081081081081,
      "val_pr_auc": 0.4608714649142331
    }
  ]
}