{ "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 } }