Introduction The admission question regarding ranking calculation is a critical factor for every student appearing for the Karnataka Common Entrance Test. The current system utilises a 50:50 weightage rule, combining the marks from the KCET subjects list and the 2nd PUC board exams. This balanced approach means that standardised test performance a