Naive Bayes is a classification method that has a good speed processing in process breast cancer classification. But, Naive Bayes method has weaknesses in attributes weighting which assumes that all attribute have the same weight or priority. Absolutely, this has an effect on the value of accuracy produced. Therefore, Particle Swarm Optimization method is used which can give weight value to att…