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{
"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
}
} |