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chest-xray-classifier

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chest-xray-classifier
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{
  "mean_auc": 0.7987,
  "mean_auprc": 0.2185,
  "loss": 0.0,
  "auc_per_class": {
    "Atelectasis": 0.7895,
    "Cardiomegaly": 0.9193,
    "Consolidation": 0.7804,
    "Edema": 0.8644,
    "Effusion": 0.8704,
    "Mass": 0.8099,
    "Nodule": 0.7192,
    "Pleural_Thickening": 0.7741,
    "Pneumonia": 0.6655,
    "Pneumothorax": 0.7942
  },
  "auprc_per_class": {
    "Atelectasis": 0.3021,
    "Cardiomegaly": 0.4017,
    "Consolidation": 0.1429,
    "Edema": 0.1168,
    "Effusion": 0.4428,
    "Mass": 0.2396,
    "Nodule": 0.1876,
    "Pleural_Thickening": 0.1176,
    "Pneumonia": 0.0238,
    "Pneumothorax": 0.2103
  },
  "precision": {
    "Atelectasis": 0.2274,
    "Cardiomegaly": 0.2688,
    "Consolidation": 0.1163,
    "Edema": 0.1274,
    "Effusion": 0.3304,
    "Mass": 0.1771,
    "Nodule": 0.1473,
    "Pleural_Thickening": 0.1115,
    "Pneumonia": 0.0427,
    "Pneumothorax": 0.1382
  },
  "recall": {
    "Atelectasis": 0.6623,
    "Cardiomegaly": 0.7396,
    "Consolidation": 0.5825,
    "Edema": 0.5323,
    "Effusion": 0.7185,
    "Mass": 0.5183,
    "Nodule": 0.4542,
    "Pleural_Thickening": 0.4392,
    "Pneumonia": 0.2174,
    "Pneumothorax": 0.5669
  },
  "f1": {
    "Atelectasis": 0.3385,
    "Cardiomegaly": 0.3943,
    "Consolidation": 0.1938,
    "Edema": 0.2056,
    "Effusion": 0.4527,
    "Mass": 0.264,
    "Nodule": 0.2224,
    "Pleural_Thickening": 0.1778,
    "Pneumonia": 0.0714,
    "Pneumothorax": 0.2222
  },
  "split": "test",
  "checkpoint": "/teamspace/studios/this_studio/chest-xray-classifier/checkpoints/best_model.pt",
  "n_samples": 5000,
  "pathology_classes": [
    "Atelectasis",
    "Cardiomegaly",
    "Consolidation",
    "Edema",
    "Effusion",
    "Mass",
    "Nodule",
    "Pleural_Thickening",
    "Pneumonia",
    "Pneumothorax"
  ]
}