AFP and neoplasm: Of all the variables, the tumour margin was ranked first and was the only radiological feature ranking in the top 15 features (Fig. 4), and α-fetoprotein (AFP) level was ranked 4th and was the only baseline characteristic ranking in the top 15 features.