The Endpoint of a K-Means Clustering Algorithm Occurs When

question 6

Multiple Choice

The endpoint of a k-means clustering algorithm occurs when

• A)Euclidean distance between clusters is minimized.
• B)Euclidean distance between observations in a cluster is maximized.
• C)no further changes are observed in cluster structure and number.
• D)all of the observations are encompassed within a single large cluster with mean k.

---

Definitions:

United States Constitution

The supreme law of the United States of America, originally comprising seven articles, that outlines the national frame of government.

Government

The organization, or group of organizations, in a society that has the authority to make and enforce laws, policies, and decisions for its citizens.

Constitution

The supreme law of the United States of America, originally ratified in 1788, which establishes the national government's framework, fundamental laws, and guarantees certain basic rights for its citizens.

Voting Rules

Regulations and procedures that govern how votes are cast, counted, and managed in an election, often varying significantly between different countries and types of elections.