Introduction In the four years of my data science career, I have built more than 80% of classification models and just 15-20% of regression models. These ratios can be more or less generalized throughout the industry. The reason behind this bias towards classification models is that most analytical problems involve making decisions. In this article, … Continue reading A Complete Guide to K-Nearest Neighbors (Updated 2024)