| { | |
| "model_name": "Multimodal Parkinson's Disease Detection", | |
| "version": "1.0.0", | |
| "algorithm": "Random Forest (Grid Search Optimized)", | |
| "framework": "scikit-learn", | |
| "task": "Binary Classification", | |
| "modalities": [ | |
| "Voice", | |
| "Drawing" | |
| ], | |
| "voice_features": 9, | |
| "drawing_features": "HOG", | |
| "accuracy": 92.73, | |
| "precision": 100.0, | |
| "recall": 90.7, | |
| "f1_score": 95.12, | |
| "classes": { | |
| "0": "Healthy", | |
| "1": "Parkinson's Disease" | |
| } | |
| } | |