Suppose Data Mining Is Employed to Answer the Following Questions

question 16

Multiple Choice

Suppose data mining is employed to answer the following questions. Which is considered a regression problem?

• A) Whether or not a customer would be interested in wireless internet capabilities?
• B) How much does a customer spend on all household communication-related
• Expenditures?
• C) Whether or not a customer would be interested in flexible cable TV plans
• (subscribe to different channels on different days/times)?
• D) Both A and B.
• E) All of the above.

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Definitions:

Native Species

Organisms that are naturally occurring in a region or habitat without human intervention, adapted to local environmental conditions over time.

Specialist Species

Organisms adapted to thrive in a specific habitat or to utilize a narrow range of food sources, making them vulnerable to changes in their environment.

Habitat Loss

The destruction or degradation of natural environments, leading to the decline of plant and animal species.

Pollution

The introduction of contaminants into the natural environment causing adverse change, through substances or energy.