by
Rodrigo C. Barros, Alex A. Freitas, André C.P.L.F de Carvalho
Language: English
Release Date: February 4, 2015
Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic'...