File size: 1,667 Bytes
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"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。"
} |