metadata
license: mit
configs:
- config_name: dataset
data_files: dataset.csv
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