metadata

license: cc-by-nc-4.0
task_categories:
  - tabular-classification
  - graph-ml
  - text-classification
tags:
  - chemistry
  - biology
  - medical
pretty_name: LRGB Peptides-func
size_categories:
  - 10K<n<100K
configs:
  - config_name: default
    data_files:
      - split: train
        path: peptides_func.csv

LRGB Peptides-func

Peptides-func (Peptides functional) dataset, part of Long Range Graph Benchmark (LRGB) [1]. It is intended to be used through scikit-fingerprints library.

The task is to predict functional properties of peptides.

Characteristic	Description
Tasks	10
Task type	classification
Total samples	15535
Recommended split	stratified random
Recommended metric	AUPRC

References

[1] Dwivedi, Vijay Prakash, et al. "Long Range Graph Benchmark" Advances in Neural Information Processing Systems 35 (2022): 22326-22340 https://proceedings.neurips.cc/paper_files/paper/2022/hash/8c3c666820ea055a77726d66fc7d447f-Abstract-Datasets_and_Benchmarks.html