XGBoost algorithm (version 2.0.3) to predict a confidence value for our imputations based on the reaction properties illustrated in Table . This model was trained on 80% of the 2275 reactions from the five datasets that are subject to the MCS-based method, and the remaining 20% (455) of reactions are used for testing.