The top five most important variables for predicting pancreatic cancer in the case of SVM were CA19-9, Carcinoembryonic antigen, Alkaline phosphatase, neutrophil-to-lymphocyte ratio (NLR), and Hemoglobin A1c (HbA1c). The gene discussed is CEACAM5; the disease is pancreatic neoplasm.