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.

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Definitions:

Doubtful Debts

Monetary amounts owed to a company that are considered unlikely to be paid, often set aside as an allowance for doubtful accounts.

Inventory Balance

Indicates the amount or value of inventory on hand at any given point in time, factoring in additions, subtractions, and adjustments.

Raw Material

The basic substance in its natural, modified, or semi-processed state, used as an input to a production process for manufacturing.

Closing Inventory

The quantity and value of stock on hand at the end of an accounting period.