However, besides these 4 variables, other features such as alkaline phosphatase values, Alanine aminotransferase values, hemoglobin values, and hospital admission start date (date difference in days between diagnosis of liver cirrhosis and previous hospital admission start dates) were also top features, which meant they might also be informative and play an important role in the predictions. This evidence concerns the gene GPT and cirrhosis of liver.