In order to explore the contribution of each variable to the development of AL, feature importance analysis was performed, and the data suggested that hypertension, diabetes, BMI, Brinkman index, albumin, hemoglobin, tumor size, tumorous obstruction, ASA score, and operation time were the ten most important features. This evidence concerns the gene ALB and axial length measurement.