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--- |
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license: mit |
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configs: |
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- config_name: dataset |
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data_files: "dataset.csv" |
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--- |
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### Description |
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This dataset contains 25693 amino acid sequences and labels on each amino acid. |
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**Protein Format:** AA sequence |
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### Splits |
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traing: 20490 |
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valid: 2569 |
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test: 2634 |
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### Related paper |
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The dataset is from [SignalP 6.0 predicts all five types of signal |
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peptides using protein language models](https://www.nature.com/articles/s41587-021-01156-3). |
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### Label |
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Each amino acid has 7 classes: |
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S (0): Sec/SPI signal peptide | T (1): Tat/SPI or Tat/SPII signal peptide | L (2): Sec/SPII signal peptide | |
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P (3): Sec/SPIII signal peptide | I (4): cytoplasm | M (5): transmembrane | O (6): extracellular |
