The J48 algorithm was executed with the default input parameters and applied to datasets containing numerous attributes, including histological type, CA-125 levels, cancer stage, presence of ascites, tumor differentiation grade, cytoreduction status, progression-free survival, overall survival, and the expression of genes such as TNFRSF10B, TNFRSF10C, TNFRSF10D, CASPASE8, BID, BAX, BCL2, APAF, RIPK1, TRAF2, TRAD1, NFKB, and TANK. Here, RIPK1 is linked to neoplasm.