{ "pipeline_name": "email_status_multitask_deberta_xgboost", "version": "v1.2", "heads": { "binary": { "temperature": 1.415945053100586, "threshold": 0.6399999999999997, "metrics": { "precision": 0.9967532467532467, "recall": 0.9789540816326531, "f1": 0.9877734877734877, "accuracy": 0.9865200425682866, "threshold": 0.6399999999999997 }, "llm_band": { "center": 0.6399999999999997, "half_width": 0.1, "lower": 0.5399999999999997, "upper": 0.7399999999999997 }, "band_stats": [ { "delta": 0.02, "lower": 0.6199999999999997, "upper": 0.6599999999999997, "coverage": 0.000709471443774388, "errors_in_band": 0, "total_errors": 38, "error_capture_rate": 0.0 }, { "delta": 0.05, "lower": 0.5899999999999996, "upper": 0.6899999999999997, "coverage": 0.001418942887548776, "errors_in_band": 2, "total_errors": 38, "error_capture_rate": 0.05263157894736842 }, { "delta": 0.1, "lower": 0.5399999999999997, "upper": 0.7399999999999997, "coverage": 0.002128414331323164, "errors_in_band": 3, "total_errors": 38, "error_capture_rate": 0.07894736842105263 }, { "delta": 0.15, "lower": 0.48999999999999966, "upper": 0.7899999999999997, "coverage": 0.0031926214969847464, "errors_in_band": 3, "total_errors": 38, "error_capture_rate": 0.07894736842105263 } ] } }, "temperatures": { "binary": 1.415945053100586 }, "thresholds": { "binary": 0.6399999999999997 }, "requires_action_min_confidence": 0.6399999999999997, "rua_llm_band": { "center": 0.6399999999999997, "half_width": 0.1, "lower": 0.5399999999999997, "upper": 0.7399999999999997 }, "path_confidence": { "llm_threshold": 0.99, "band_stats": [ { "threshold": 0.95, "coverage": 0.03760198652004257, "errors_in_band": 25, "total_errors": 45, "error_capture_rate": 0.5555555555555556 }, { "threshold": 0.96, "coverage": 0.03831145796381696, "errors_in_band": 25, "total_errors": 45, "error_capture_rate": 0.5555555555555556 }, { "threshold": 0.97, "coverage": 0.03866619368570415, "errors_in_band": 26, "total_errors": 45, "error_capture_rate": 0.5777777777777777 }, { "threshold": 0.98, "coverage": 0.0418588151826889, "errors_in_band": 28, "total_errors": 45, "error_capture_rate": 0.6222222222222222 }, { "threshold": 0.99, "coverage": 0.06207875133025896, "errors_in_band": 33, "total_errors": 45, "error_capture_rate": 0.7333333333333333 } ] } }