Interpretable machine learning models for predicting acetylcholinesterase inhibition by ionic liquids.
The widespread application of ionic liquids has been limited by uncertainties related to their ecotoxicity. In this article, we investigate the relationship between molecular descriptors of ionic liquids and acetylcholinesterase (AChE) inhibition using a QSAR approach coupled with machine learning models. An initial se...