Regression and binary classification models have been trained to evaluate how well we can predict hydricity for each site or reaction site (compared to QM). Table shows the performance metrics for the different regression models using 5-fold cross-validation, where the correlation between ML predicted hydricities and QM computed hydricities are shown in Figure .