scikit-fingerprints/

MoleculeNet_BACE

BACE dataset [1], part of MoleculeNet [2] benchmark. It is intended to be used through scikit-fingerprints library. The task is to predict binding results for a set of inhibitors of humanβ-secretase 1 (BACE-1).

Characteristic Description

Tasks 1

Task type classification

Total samples 1513

Recommended split scaffold

Recommended metricAUROC

[1] Govindan Subramanian et al. "Computational Modeling of β-Secretase 1 (BACE-1)… See the full description on the dataset page: https://huggingface.co/datasets/scikit-fingerprints/MoleculeNet_BACE.