| { | |
| "model_type": "Enhanced Deepfake Detection (No OpenCV)", | |
| "features": 75, | |
| "accuracy": 0.7965, | |
| "auc_score": 0.8815373333333333, | |
| "training_time_minutes": 6.3713925838470455, | |
| "training_samples": 24000, | |
| "test_samples": 6000, | |
| "real_samples": 15000, | |
| "fake_samples": 15000, | |
| "feature_breakdown": { | |
| "basic_statistics": 10, | |
| "texture_lbp": 10, | |
| "edge_detection": 5, | |
| "frequency_domain": 10, | |
| "gradient_analysis": 5, | |
| "color_channels": 10, | |
| "deepfake_specific": 25 | |
| } | |
| } |