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 ...

Data classification is an important task of data mining, and developing high-powered classification algorithm is one of the key procedures for data mining. This paper provides an improved K-nearest ...