Development of Reaction Prediction Scheme Based on Machine Learning with Quantum Chemical Descriptors

Abstract

We have developed a novel reaction prediction system, which uses machine learning with quantum chemical descriptors. Numerical assessments of the system were performed on basic polar and radical organic chemical reactions. The accuracy of the present system was close to that of a previous system having machine learning with topological information, which is termed ReactionPredictor.