Which of the Following Best Describes the Clustering Approach to Data

question 3

Multiple Choice

Which of the following best describes the clustering approach to data analytics?

• A) An attempt to assign each unit (or individual) in a population into a few categories.
• B) An attempt to identify similar individuals based on data known about them.
• C) An attempt to divide individuals into groups in a useful or meaningful way.
• D) An attempt to discover associations between individuals based on transactions involving them.

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Definitions:

Behavior Therapy

A type of psychotherapy that focuses on changing undesirable behaviors through systematic exposure and other techniques.

Observational Learning

Acquiring knowledge by watching others' actions and the results of those actions.

Vicariously Reinforced

Learning through observing the rewards or punishments experienced by others, thus influencing the observer's own behavior.

Modeled Behavior

Actions or behaviors that are learned through the observation of others, a key concept in social learning theory.