| { | |
| "model_name": "densenet121-chexnet-binary", | |
| "num_classes": 15, | |
| "class_names": [ | |
| "No Finding", | |
| "Atelectasis", | |
| "Cardiomegaly", | |
| "Effusion", | |
| "Infiltration", | |
| "Mass", | |
| "Nodule", | |
| "Pneumonia", | |
| "Pneumothorax", | |
| "Consolidation", | |
| "Edema", | |
| "Emphysema", | |
| "Fibrosis", | |
| "Pleural_Thickening", | |
| "Hernia" | |
| ], | |
| "image_size": 224, | |
| "task": "multi-label-classification", | |
| "dataset": "NIH Chest X-ray", | |
| "uploaded_at": "2025-12-06T02:16:44.980882", | |
| "training_config": { | |
| "num_epochs": 30, | |
| "learning_rate": 0.001, | |
| "weight_decay": 1e-05, | |
| "early_stopping_patience": 30 | |
| }, | |
| "metrics": { | |
| "f1": 0.060861782380769724, | |
| "precision": 0.03275529865125241, | |
| "recall": 0.42882882882882883, | |
| "accuracy": 0.7130411001719018, | |
| "auc": 0.6079484420325442, | |
| "sensitivity": 0.4288288288211022, | |
| "specificity": 0.719340281937335, | |
| "true_positives": 238, | |
| "true_negatives": 18013, | |
| "false_positives": 7028, | |
| "false_negatives": 317 | |
| } | |
| } |