{ "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" } ] }