James Le August 29, 2018 Data Science k-Nearest Neighbors: Who are close to you? James Le August 29, 2018 Data Science The k-Nearest Neighbors algorithm is a simple and effective way to classify data. It is an example of instance-based learning, where you need to have instances of data close at hand to perform the machine learning algorithm.