{ "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 } }