{ "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" ] }