All of the Following Statements About Data Mining Are True

question 49

Multiple Choice

All of the following statements about data mining are true EXCEPT

• A) understanding the business goal is critical.
• B) understanding the data, e .g., the relevant variables, is critical to success.
• C) building the model takes the most time and effort.
• D) data is typically preprocessed and/or cleaned before use.

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Definitions:

Annual Mammograms

Yearly breast X-rays used to screen for breast cancer or other abnormalities.

Pender's Health Promotion Model

A theoretical framework that emphasizes the role of individual behaviors and experiences in maintaining health, focusing on the motivation behind health-promoting behaviors.

Behavioral Outcomes

Observable actions or responses following an intervention or treatment in a healthcare or psychological context.

Individual Characteristics

Unique attributes, traits, or behaviors that distinguish one person from another.