metadata

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. 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.