K+ Means : An Enhancement Over K-Means Clustering Algorithm

Srikanta Kolay, Kumar Sankar Ray, Abhoy Chand Mondal

K-means (MacQueen, 1967) [1] is one of the simplest unsupervised learning algorithms that solve the well-known clustering problem. The procedure follows a simple and easy way to classify a given data set to a predefined, say K number of clusters. Determination of K is a difficult job and it is not known that which value of K can partition the objects as per our intuition. To overcome this problem we proposed K+ Means algorithm. This algorithm is an enhancement over K-Means algorithm.

Knowledge Graph

arrow_drop_up

Comments

Sign up or login to leave a comment