To observe actual prediction plots, examples of regression results performed during cross-validation using the Ridge model with several descriptor sets are presented in Fig. . When all descriptors were used, there was a variance in the overall correlation with the actual values. In the case of using Boruta, the predictions were biased toward the average value. This could be due to Boruta selecting explanatory variables using a nonlinear mechanism, which may not have been appropriate for ridge regression.