Abstract: “Clustering analysis method is one of the main analytical methods in data mining, the method of clustering algorithm will influence the clustering results directly. This paper discusses the importance of Ayurveda, standard k-means and improved k-means clustering algorithm and its implementation to form clusters of ayurvedic medicine for four disease. The improved method avoids computing the distance of each data object to the cluster centers repeatedly.”

Keywords: clustering; k-means algorithm; Updated KMeans Algorithm; distance.