| { | |
| "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" | |
| ] | |
| } |