Exploring the k-NN Algorithm: Advantages, Limitations, and Best Practices

Introduction: K-nearest neighbor (k-NN) is a simple and popular machine learning algorithm that can be used for both classification and regression problems. It is a non-parametric and lazy learning algorithm, which means it does not make any assumpti...