Next, we assessed the model performance for E g prediction. As shown in ). Previous studies have also shown that a skewed distribution of the targe property diminishes the prediction performance of CML models. After assessing the accuracy of ML models on three datasets, we summarized and presented the optimal models for predicting E f and E g in Table and 5, respectively. These models were benchmarked against some of the outperforming models reported in previous studies.