| license: mit | |
| configs: | |
| - config_name: dataset | |
| data_files: "dataset.csv" | |
| # Description | |
| Structural Class Prediction is a multi-class classification task to predict the correct structural class of given protein. This task is is built on the SCOP database. | |
| **Protein Format:** SA sequence (PDB) | |
| # Splits | |
| The dataset is from [**ProteinShake Building datasets and benchmarks for deep learning on protein structures**](https://papers.nips.cc/paper_files/paper/2023/file/b6167294ed3d6fc61e11e1592ce5cb77-Paper-Datasets_and_Benchmarks.pdf). We use the splits based on 70% structure similarity, with the number of training, validation and test set shown below: | |
| - Train: 7990 | |
| - Valid: 955 | |
| - Test: 1005 | |
| # Label | |
| The labels include 3,042 correct structural classes, ranging from 0 to 3,041. | |
| For more details, please refer to [**ProteinShake Building datasets and benchmarks for deep learning on protein structures**](https://papers.nips.cc/paper_files/paper/2023/file/b6167294ed3d6fc61e11e1592ce5cb77-Paper-Datasets_and_Benchmarks.pdf). |