| { | |
| "model_type": "bart_with_classifier", | |
| "base_model": "facebook/bart-large", | |
| "num_labels": 1884, | |
| "dropout": 0.1, | |
| "task": "multi_label_classification", | |
| "domain": "bibliographic_classification", | |
| "language": "de", | |
| "classification_system": "BK (Basisklassifikation)", | |
| "performance": { | |
| "subset_accuracy": 0.257, | |
| "mcc": 0.498, | |
| "f1_micro": 0.479, | |
| "f1_macro": 0.214, | |
| "precision_micro": 0.661, | |
| "recall_micro": 0.376, | |
| "precision_macro": 0.338, | |
| "recall_macro": 0.175 | |
| }, | |
| "training_details": { | |
| "approach": "two_stage_fine_tuning", | |
| "stage1_epochs": 15, | |
| "stage2_epochs": 15, | |
| "batch_size": 64, | |
| "learning_rate": 2e-05, | |
| "dataset_size": 250831, | |
| "train_split": 0.7, | |
| "val_split": 0.15, | |
| "test_split": 0.15 | |
| } | |
| } |