__________ Is Dividing the Sample Data into Three Sets for Training

question 5

Multiple Choice

__________ is dividing the sample data into three sets for training, validation, and testing of the data mining algorithm performance.

• A)Data sampling
• B)Data partitioning
• C)Data preparation
• D)Model assessment

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Definitions:

Standard Deviation

A statistical analysis tool that calculates the spread of a dataset relative to its mean.

Population Standard Deviation

A measure of dispersion of a population's values.

Entire Population

Refers to the complete set of items or individuals that is the subject of a statistical study.

Employee Selection

The process of interviewing and evaluating candidates for a specific job and selecting an individual for employment based on certain criteria.