Headache Disease Type Classification and Predicting System using Data Mining Techniques

Abstract

In this Paper, Migraine Headache and the types of Migraine Headache were analyzed using Data mining Techniques. From the headache diary the data is being collected. Naïve Bayes is used on the collected data to determine the data corresponds to which category of Headache. It is also called as probabilistic algorithm which is used to predict and classify the category of Headache into the classes like Migraine, Cluster, Sinus and Tension Headache. Apply Decision tree,C4.5 algorithm on the Migraine Class and classify the data set into three class(Pediatric migraine, Episodic migraine, Chronic migraine) based on the on certain conditions.