Exploring the Rich Landscape of K-Nearest Neighbors (KNN) Algorithm
In the ever-evolving world of machine learning and data analytics, algorithms play a pivotal role in the development of intelligent systems. The K-Nearest Neighbors (KNN) algorithm, a fundamental and widely used machine learning technique, is a classic example of how simplicity can yield powerful results. KNN has proven to be remarkably effective in various fields, including pattern recognition, image classification, recommendation systems, and more. This literature review aims to provide an in-depth exploration of the KNN algorithm, tracing its origins, examining its core concepts, and shedding light on its diverse applications.
