rj285 / k-nearest-neighbors Goto Github PK
View Code? Open in Web Editor NEWmachine learning algorithm for classification and regression tasks. It assigns a class label or value to a new data point based on the majority class or average value of its k nearest neighbors in the training set. It's simple, intuitive, but computationally expensive during prediction, and less effective in high-dimensional spaces.