Q. What is the main purpose of the K-nearest neighbors (K-NN) algorithm in machine learning?

• (A) To perform regression analysis
• (B) To cluster data into groups
• (C) To reduce dimensionality
• (D) To classify data points based on the majority class among their K nearest neighbors