backend/models/efficientnet_error_report.json

{
  "summary": {
    "dataset_root": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia",
    "checkpoint_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\backend\\models\\efficientnet_anemia.pth",
    "record_count": 86,
    "subject_count": 44,
    "threshold": 0.68,
    "train_record_count": 346,
    "train_subject_count": 173,
    "accuracy": 0.8488,
    "precision": 0.7059,
    "recall": 0.8889,
    "f1": 0.7869,
    "auc": 0.8707,
    "hb_mae": 1.3317,
    "label_counts": {
      "0": 59,
      "1": 27
    },
    "prediction_counts": {
      "1": 34,
      "0": 52
    },
    "confusion_matrix": [
      [
        49,
        10
      ],
      [
        3,
        24
      ]
    ]
  },
  "source_breakdown": {
    "roi_original": {
      "count": 44,
      "errors": 9,
      "false_positives": 6,
      "false_negatives": 3,
      "error_rate": 0.2045,
      "mean_probability": 0.6318,
      "hb_mae": 1.5148
    },
    "palpebral": {
      "count": 42,
      "errors": 4,
      "false_positives": 4,
      "false_negatives": 0,
      "error_rate": 0.0952,
      "mean_probability": 0.597,
      "hb_mae": 1.1399
    }
  },
  "false_positives": [
    {
      "subject_id": "India-48",
      "source": "roi_original",
      "probability": 0.9197,
      "hb_true": 13.6,
      "hb_predicted": 9.49,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\48\\20200217_141804.jpg"
    },
    {
      "subject_id": "India-48",
      "source": "palpebral",
      "probability": 0.8461,
      "hb_true": 13.6,
      "hb_predicted": 10.45,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\48\\20200217_141804_palpebral.png"
    },
    {
      "subject_id": "Italy-113",
      "source": "roi_original",
      "probability": 0.7987,
      "hb_true": 14.0,
      "hb_predicted": 11.11,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\Italy\\113\\T_82_20190614_080327.jpg"
    },
    {
      "subject_id": "India-1",
      "source": "roi_original",
      "probability": 0.7804,
      "hb_true": 12.2,
      "hb_predicted": 10.67,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\1\\20200118_164733.jpg"
    },
    {
      "subject_id": "India-91",
      "source": "roi_original",
      "probability": 0.7649,
      "hb_true": 13.4,
      "hb_predicted": 11.36,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\91\\20200302_231050.jpg"
    },
    {
      "subject_id": "India-1",
      "source": "palpebral",
      "probability": 0.742,
      "hb_true": 12.2,
      "hb_predicted": 11.72,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\1\\20200118_164733_palpebral.png"
    },
    {
      "subject_id": "India-60",
      "source": "palpebral",
      "probability": 0.7326,
      "hb_true": 12.2,
      "hb_predicted": 11.32,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\60\\20200223_184734_palpebral.png"
    },
    {
      "subject_id": "Italy-34",
      "source": "roi_original",
      "probability": 0.7264,
      "hb_true": 14.1,
      "hb_predicted": 11.95,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\Italy\\34\\T_3_20190606_094015.jpg"
    },
    {
      "subject_id": "India-91",
      "source": "palpebral",
      "probability": 0.7026,
      "hb_true": 13.4,
      "hb_predicted": 11.82,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\91\\20200302_231050_palpebral.png"
    },
    {
      "subject_id": "India-43",
      "source": "roi_original",
      "probability": 0.6997,
      "hb_true": 12.6,
      "hb_predicted": 11.74,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\43\\20200216_210631.jpg"
    }
  ],
  "false_negatives": [
    {
      "subject_id": "India-7",
      "source": "roi_original",
      "probability": 0.4831,
      "hb_true": 9.2,
      "hb_predicted": 12.86,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\7\\20200124_202058.jpg"
    },
    {
      "subject_id": "India-23",
      "source": "roi_original",
      "probability": 0.5395,
      "hb_true": 9.8,
      "hb_predicted": 12.57,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\India\\23\\20200211_155237.jpg"
    },
    {
      "subject_id": "Italy-26",
      "source": "roi_original",
      "probability": 0.6123,
      "hb_true": 8.6,
      "hb_predicted": 12.68,
      "image_path": "C:\\Users\\USER\\OneDrive\\Desktop\\AnemiaLens\\archive\\dataset anemia\\Italy\\26\\26.jpg"
    }
  ]
}