A stroke is a nerve funcion that results from a blockage caused by blood clots and causes the oxygen and nutrients in the brain to suffer tissue damage. This study uses the Naïve Bayes and Fuzzy Naïve Bayes method based on Repeated Split Validation Resampling and variable selection use Chi square to classify stroke disease. The data used on this research is a Stroke Prediction Dataset from Ka…