Understanding molecular representations in machine learning: The role of uniqueness and target similarity

Bing Huang, O. Anatole von Lilienfeld

The predictive accuracy of Machine Learning (ML) models of molecular properties depends on the choice of the molecular representation. Based on the postulates of quantum mechanics,…