Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery

Mario Boley, Bryan R. Goldsmith, Luca M. Ghiringhelli +1

Existing algorithms for subgroup discovery with numerical targets do not optimize the error or target variable dispersion of the groups they find. This often leads to unreliable or…