A Novel Data Pre-processing Technique: Making Data Mining Robust to Different Units and Scales of Measurement

Arbind Agrahari Baniya, Sunil Aryal, Santosh KC

Many existing data mining algorithms use feature values directly in their model, making them sensitive to units/scales used to measure/represent data. Pre-processing of data based…