ReactionPredictor: Prediction of Complex Chemical Reactions at the Mechanistic Level Using Machine Learning

A machine learning approach to reaction prediction that models elementary, mechanistic reactions as interactions between approximate molecular orbitals (MOs) and makes decisions about which of the polar, pericyclic, or radical reaction type ranking models to use can be made with >99% accuracy.