| { |
| "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。" |
| } |
