The effect of data balancing approaches on the prediction of metabolic syndrome using non-invasive parameters based on random forest. - Sahar Mohseni-Takalloo; Hadis Mohseni; Hassan Mozaffari-Khosravi; Masoud Mirzaei; Mahdieh Hosseinzadeh (BMC Bioinform., 2024)