Using other machine learning approaches, both KLF2 and HOXB6 repeatedly appeared in Support Vector Machine Recursive Feature Elimination (SVM-RFE) and random forest models, implying their crucial role in endometriosis. This evidence concerns the gene HOXB6 and endometriosis.