Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

For this reason nearest-neighbor-based systems often have variable-scaling front ends. They measure the ranges of variables and scale values accordingly, or they apportion values to a fixed number of bins.

Be sure to create scaling front ends for nearest neighbor methods