Best way to learn kNN Algorithm using R Programming

We'll also discuss a case study which describes the step by step process of implementing kNN in building models. This algorithm is a supervised learning algorithm, where the destination is known, but the path to the destination is not. Understanding nearest neighbors forms the quintessence of machine learning. Just like Regression, this algorithm is also easy to learn and apply. Let's assume we have several groups of labeled samples.