| { | |
| "model_type": "hybrid_classifier", | |
| "description": "Hybrid model combining ClinicalBERT embeddings + structured features with LightGBM", | |
| "embedding_model": "emilyalsentzer/Bio_ClinicalBERT", | |
| "embedding_dim": 768, | |
| "structured_features": [ | |
| "insurance", | |
| "admission_type", | |
| "admission_location", | |
| "age" | |
| ], | |
| "max_seq_length": 512, | |
| "metrics": { | |
| "roc_auc": 0.6602300974779907, | |
| "auprc": 0.3334125955302034, | |
| "accuracy": 0.638584487090394, | |
| "f1_score": 0.38711870552508726 | |
| }, | |
| "created_with": "hybrid.py" | |
| } |