Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability

K. Darshana Abeyrathna, Ole-Christoffer Granmo, Morten Goodwin

Despite significant effort, building models that are both interpretable and accurate is an unresolved challenge for many pattern recognition problems. In general, rule-based and li…