Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
| license: mit | |
| task_categories: | |
| - text-classification | |
| language: | |
| - en | |
| tags: | |
| - esm | |
| - esm2 | |
| - ESM-2 | |
| - aging proteins | |
| - protein laguage model | |
| - biology | |
| # Description of the Dataset | |
| This is (part of) the dataset used in | |
| [Prediction and characterization of human ageing-related proteins by using machine learning](https://www.nature.com/articles/s41598-018-22240-w). | |
| This can be used to train a binary sequence classifier using protein language models such as [ESM-2](https://huggingface.co/facebook/esm2_t6_8M_UR50D). | |
| Please also see [the github for the paper](https://github.com/kerepesi/aging_ml/blob/master/aging_labels.csv) for more information. | |