Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay

Joao Marques-Silva, Thomas Gerspacher, Martin C. Cooper +2

Recent work proposed the computation of so-called PI-explanations of Naive Bayes Classifiers (NBCs). PI-explanations are subset-minimal sets of feature-value pairs that are suffici…