The difference between the results obtained with different MD selection and MD importance estimation methods is much greater than the difference between SP. Fig. -7F show the Venn diagrams for sets of MD selected using the SEQ_ADD, BORUTA, and LASSO methods. In the case of SEQ_ADD and LASSO we selected 10 the most important MD, in the case of BORUTA we selected more than 10 MD, because each of them is considered as an important at all iterations of the Boruta algorithm.