Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing

Saeed Rahimi Gorji, Ole-Christoffer Granmo, Sondre Glimsdal +2

The Tsetlin Machine (TM) is a machine learning algorithm founded on the classical Tsetlin Automaton (TA) and game theory. It further leverages frequent pattern mining and resource…