| # Dataset Statistics |
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| statistics two datasets in directory. |
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| ## DeepURLBench Malware |
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| ### Split Summary |
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| | Split | Row Count | Percentage Total | |
| | --- | --- | --- | |
| | Train | 198,358 | 52.77% | |
| | Dev | 75,184 | 20.00% | |
| | Test | 102,375 | 27.23% | |
| | **Total** | **375,917** | **100.00%** | |
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| ### Class Distribution Details |
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| table shows distribution class across splits: |
| - **Split %**: percentage class/label within specific split (e.g. Train % Split). |
| - **Class %**: percentage total occurrences class belong split (e.g. how class distributed across Train/Dev/Test). |
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| | Class/Label | Train Count | Train % Split | Train % Class | Dev Count | Dev % of Split | Dev % Class | Test Count | Test % Split | Test % Class | Total Count | Total % Dataset | |
| | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | |
| | **benign** | 171,167 | 86.29% | 60.00% | 57,056 | 75.89% | 20.00% | 57,056 | 55.73% | 20.00% | **285,279** | 75.89% | |
| | **mal** | 27,191 | 13.71% | 30.00% | 18,128 | 24.11% | 20.00% | 45,319 | 44.27% | 50.00% | **90,638** | 24.11% | |
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| ## DeepURLBench Phishing |
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| ### Split Summary |
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| | Split | Row Count | Percentage Total | |
| | --- | --- | --- | |
| | Train | 194,287 | 53.62% | |
| | Dev | 72,470 | 20.00% | |
| | Test | 95,590 | 26.38% | |
| | **Total** | **362,347** | **100.00%** | |
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| ### Class Distribution Details |
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|
| class across splits: |
| - **Split %**: percentage class/label within specific split (e.g. Train % of Split). |
| - **Class %**: percentage total occurrences class belong split (e.g. how class is distributed across Train/Dev/Test). |
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| | Class/Label | Train Count | Train % of Split | Train % of Class | Dev Count | Dev % of Split | Dev % of Class | Test Count | Test % of Split | Test % of Class | Total Count | Total % of Dataset | |
| | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | |
| | **benign** | 171,167 | 88.10% | 60.00% | 57,056 | 78.73% | 20.00% | 57,056 | 59.69% | 20.00% | **285,279** | 78.73% | |
| | **phishing** | 23,120 | 11.90% | 30.00% | 15,414 | 21.27% | 20.00% | 38,534 | 40.31% | 50.00% | **77,068** | 21.27% | |
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