Multi-Threshold Analysis
This repository contains a workflow for classification of chemical compounds as active or inactive based on experimental outputs and a set of previously computed descriptors. Classification is performed via sci-kit learn's DecisionTreeClassifier and yields models that can be both interpretable and predictive.
Publications
LeSueur, A.; Tao, N.; Doyle, A.; Sigman, M. Multi-Threshold Analysis for Chemical Space Mapping of Ni-Catalyzed Suzuki-Miyaura Couplings. Eur. J. Org. Chem. 2024, 27, e202400428. https://chemistry-europe.onlinelibrary.wiley.com/doi/10.1002/ejoc.202400428