A random forest model (RF16) was constructed combining age, BMI, gestation, menopause, endometrial hyperplasia, stage, tumour size, histological differentiation, LVSI, deep myometrial invasion, surgical therapy, P53, Ki67, MMR, ER, and PR to complement the findings on molecular classification of EC. This evidence concerns the gene MKI67 and neoplasm.