K-nearest neighbors: An Easy-to-Understand Introduction
K-nearest neighbors (KNN) is a popular and intuitive machine learning algorithm used for classification and regression tasks. It operates by predicting the target attribute for a data point based on the attributes of its k-nearest neighbors, where k is an integer representing the number of neighbors to be considered. The algorithm calculates the distances between the data…