Therefore, a new improved KNN algorithm is proposed in this paper. This new KNN algorithm is based on PCA analysis and KD-Tree data structure. By combining these two techniques, the efficiency of the ...

KNN classification is an improvisational learning mode, in which they are carried out only when a test data is predicted that set a suitable K value and search the K nearest neighbors from the whole ...