Categorical data as a stone guest in a data science project for predicting defective water meters

Giovanni Delnevo, Marco Roccetti, Luca Casini

After a one-year long effort of research on the field, we developed a machine learning-based classifier, tailored to predict whether a mechanical water meter would fail with passag…