The Machine Learning “Advent Calendar” Day 1: k-NN Regressor in Excel

Source: Towards Data Science

Content

This first day of the Advent Calendar introduces the k-NN regressor, the simplest distance-based model. Using Excel, we explore how predictions rely entirely on the closest observations, why feature scaling matters, and how heterogeneous variables can make distances meaningless. Through examples wit…