Question

Compare K-means and KNN Algorithms.

Answer 1

K-means KNN

K-Means is unsupervised

K-Means is a clustering algorithm

The points in each cluster are similar to each other, and each cluster is different from its neighboring clusters

KNN is supervised in nature

KNN is a classification algorithm

It classifies an unlabeled observation based on its K (can be any number) surrounding neighbors