The feature selection resulted in a final model that consisted only of 19 genes, out of which only three, COL4A5, MFAP5, and ITGA9, were overexpressed in leiomyoma, while the rest were overexpressed in leiomyosarcoma). The gene discussed is MFAP5; the disease is leiomyosarcoma.