SaProtHub/Dataset-Signal-Peptides
Description This dataset contains 25693 amino acid sequences and labels on each amino acid. Protein Format: AA sequence Splits traing: 20490 valid: 2569 test: 2634 Related paper The dataset is from SignalP 6.0 predicts all five types of signal peptides using protein language models. Label Each amino acid has 7 classes: S (0): Sec/SPI signal peptide | T (1): Tat/SPI or Tat/SPII signal peptide | L (2): Sec/SPII signal peptide | P (3):… See the full description on the dataset page: https://huggingface.co/datasets/SaProtHub/Dataset-Signal-Peptides.
Description
This dataset contains 25693 amino acid sequences and labels on each amino acid.
Protein Format: AA sequence
Splits
traing: 20490
valid: 2569
test: 2634
Related paper
The dataset is from SignalP 6.0 predicts all five types of signal peptides using protein language models.
Label
Each amino acid has 7 classes:
S (0): Sec/SPI signal peptide | T (1): Tat/SPI or Tat/SPII signal peptide | L (2): Sec/SPII signal peptide | P (3): Sec/SPIII signal peptide | I (4): cytoplasm | M (5): transmembrane | O (6): extracellular