By combining these two techniques, the efficiency of the classification process could be increased significantly. All features of PCA and KD-Tree related to the new proposed algorithm are discussed ...

In addressing diverse data types, the K-Nearest Neighbors (KNN) algorithm displays pronounced variability in accuracy. Determining the optimal range for the number of adjacent sample points, k, and ...