Add dataset card
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README.md
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@@ -61,12 +61,12 @@ The version of `DiverseVul` hosted on Hugging Face represents an enhanced and mo
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- **Test Set:** 52,215 rows
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These samples are derived from **933 unique projects** and cover **155 Common Weakness Enumerations (CWEs)**, including:
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Number of target0 in training split: 386305
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Number of target1 in training split: 33099
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Number of target0 in test_data split: 48072
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Number of target1 in test_data split: 4143
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Number of target0 in val_data split: 48202
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Number of target1 in val_data split: 4135
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## Dataset Characteristics
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- **Size**: 523,956 functions (41,377 vulnerable, 482,579 non-vulnerable).
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- **Languages**: C and C++ exclusively.
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- **Diversity**: 933 projects, 155 CWEs, 21,949 commits.
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- **Label Noise**: Approximately 40% of labels may be noisy due to multi-function vulnerabilities or irrelevant changes (60% accuracy per manual audit).
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## Limitations
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- **Test Set:** 52,215 rows
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These samples are derived from **933 unique projects** and cover **155 Common Weakness Enumerations (CWEs)**, including:
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- Number of target0 in training split: 386305
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- Number of target1 in training split: 33099
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- Number of target0 in test_data split: 48072
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- Number of target1 in test_data split: 4143
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- Number of target0 in val_data split: 48202
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- Number of target1 in val_data split: 4135
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## Limitations
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