| # 041 模型评估报告（SC-006 门槛闸） |
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| - 样本：600（heldout，形态隔离） |
| - 表级 precision：**0.9954**（闸 ≥ 0.85） |
| - 表级 recall（参考）：0.9954 |
| - 方向准确率：**0.9954**（闸 ≥ 0.95） |
| - 规则未覆盖子集召回：**0.9943**（闸 ≥ 0.6） |
| - 幻觉率：**0.0009**（闸 ≤ 0.02） |
| - 非法输出：0 |
| - **结论：✅ 过闸** |
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| ## 按形态（form_family） |
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| | 形态 | precision | recall | f1 | 方向准确率 | 幻觉率 | 非法输出 | |
| | --- | --- | --- | --- | --- | --- | --- | |
| | chain | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | cli | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | config | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | decorator | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | h | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | orm | 0.9615 | 0.9615 | 0.9615 | 0.9615 | 0.0000 | 0 | |
| | py | 0.9943 | 0.9943 | 0.9943 | 0.9943 | 0.0057 | 0 | |
| | sh | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| | wrapper | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 0.0000 | 0 | |
| |
| ## 按数据源（synth / real） |
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| | 来源 | precision | recall | f1 | 方向准确率 | 幻觉率 | 非法输出 | |
| | --- | --- | --- | --- | --- | --- | --- | |
| | synth | 0.9954 | 0.9954 | 0.9954 | 0.9954 | 0.0009 | 0 | |
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| ## 规则未覆盖子集（meta.rule_covered=False） |
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| | 子集 | precision | recall | f1 | 方向准确率 | 幻觉率 | 非法输出 | |
| | --- | --- | --- | --- | --- | --- | --- | |
| | uncovered | 0.9943 | 0.9943 | 0.9943 | 0.9943 | 0.0000 | 0 | |
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| ## 失败样例（≤30） |
| - [h-py-orm-chain-dsl#107] R gold=['unique_donors'] got=['repo'] |
| - [h-py-orm-chain-dsl#167] R gold=['mart.mart_risk_score_di'] got=['repo'] |
| - [py-cursor-execute#255] W gold=['furniture_manufacte'] got=['furniture_manufacture'] |
| - [h-py-orm-chain-dsl#379] R gold=['dw.payments_full'] got=['repo'] |
| - [h-py-orm-chain-dsl#415] R gold=['regionwildlifehabitats'] got=['repo'] |
