{ "model_type": "Phone-Adapted XGBoost", "threshold": 0.65, "calibration_status": "Phone-Adapted (Full Dataset)", "icl_metrics": { "accuracy": 0.9888392857142857, "precision": 0.9923954372623575, "recall": 0.9886363636363636, "f1_score": 1.0, "roc_auc": 0.9996706192358367 }, "feature_count": 21, "feature_names": [ "banding_score", "bezel_score", "blockiness", "brightness", "compression_diff", "contrast", "diag_freq_peak", "edge_density", "fft_hf_ratio", "glare_patch_size", "glare_ratio", "h_freq_peak", "laplacian_var", "local_fft_hf", "moire_score", "paper_texture", "perspective_score", "rect_contour_score", "saturation", "sobel_mean", "v_freq_peak" ] }