What is data discretization? In data discretization we transform numeric data by mapping values to interval concept labels. Such methods can be used to automatically generate concept hierarchies for the data, which allows forming at multiple levels of granularity. Discretization techniques include binning, histogram analysis, cluster analysis, decision tree analysis, and correlation analysis. For…