Modified K-NN algorithm for classification problems with improved accuracy

In memory based learning algorithm, K-nearest neighbour method used for classification and clustering problems. Using K-NN algorithm we can define the class of an unknown sample data based on the prior learning of the system. In this paper we will be looking over a classification problem and will present a solution to enhance the accuracy and performance of K-NN algorithm.