{ "backbone": "mobilenetv3_large_100.ra_in1k", "task": "bin", "size": 320, "num_classes": 2, "norm": "gwz", "aug": "mid", "split": "splitA", "classes": [ "良品", "不良" ], "val_auroc": 0.9973340786446799, "onnx_max_abs_err": 2.086162567138672e-06, "threshold": 0.4591, "presets": { "最严": { "threshold": 0.787, "val_fp": 0, "test_fp": 4, "test_recall": 0.9554, "bucket_impurity_test": 0.0183, "bucket_impurity_line10": 0.1692 }, "保守": { "threshold": 0.5088, "val_fp": 1, "test_fp": 8, "test_recall": 0.9866, "bucket_impurity_test": 0.0349, "bucket_impurity_line10": 0.2829 }, "偏严": { "threshold": 0.4756, "val_fp": 2, "test_fp": 8, "test_recall": 0.9911, "bucket_impurity_test": 0.0348, "bucket_impurity_line10": 0.282 }, "平衡": { "threshold": 0.4591, "val_fp": 3, "test_fp": 8, "test_recall": 0.9911, "bucket_impurity_test": 0.0348, "bucket_impurity_line10": 0.282 }, "宽松": { "threshold": 0.4111, "val_fp": 5, "test_fp": 9, "test_recall": 0.9911, "bucket_impurity_test": 0.039, "bucket_impurity_line10": 0.3064 }, "高召回": { "threshold": 0.2415, "val_fp": 8, "test_fp": 11, "test_recall": 0.9955, "bucket_impurity_test": 0.047, "bucket_impurity_line10": 0.3496 }, "极高召回": { "threshold": 0.1215, "val_fp": 15, "test_fp": 17, "test_recall": 0.9955, "bucket_impurity_test": 0.0708, "bucket_impurity_line10": 0.4538 } }, "calibration_note": "阈值在 val(193良/241不良) 上标定,test(185良/224不良) 只评一次。产线口径按不良率10%换算。" }