**Explain K-MEANS CLUSTERING:** “A data mining algorithm to cluster, classify, or group your N objects based on their attributes or features into K number of groups (so-called clusters).”[parsian] See also clustering.

Different definitions in web development like **k-means clustering** in Dictionary K.

- Manual K-Nearest Neighbors:
- Meaning machine learning algorithm that classifies things based on their similarity to nearby neighbors. You tune the algorithm’s execution by picking how many neighbors to examine (k) as well as some notion k-means clustering definition.