{ "task": "multi-label-classification", "threshold_selection": "macro_F1_optimized", "validation_dataset": "validation", "thresholds": { "Medical material": 0.39078156312625256, "Arterial wall calcification": 0.4529058116232465, "Cardiomegaly": 0.3767535070140281, "Pericardial effusion": 0.11623246492985984, "Coronary artery wall calcification": 0.4949899799599199, "Hiatal hernia": 0.1703406813627255, "Lymphadenopathy": 0.2945891783567135, "Emphysema": 0.2585170340681363, "Atelectasis": 0.30260521042084176, "Lung nodule": 0.3166332665330662, "Lung opacity": 0.3827655310621243, "Pulmonary fibrotic sequela": 0.23246492985971945, "Pleural effusion": 0.2645290581162325, "Mosaic attenuation pattern": 0.1943887775551103, "Peribronchial thickening": 0.2945891783567135, "Consolidation": 0.3066132264529059, "Bronchiectasis": 0.3066132264529059, "Interlobular septal thickening": 0.18637274549098204 } }