Relate Data Mining Algorithms to Goals

question 2

Multiple Choice

Relate data mining algorithms to goals.
-Data gathered from various telecommunication companies (e.g. cable, phone,
Internet service providers) and utility companies (electric, fuel, etc.) were merged into
One data warehouse. Suppose the goal of data mining using this data warehouse was to
Predict whether a household's telecommunication needs will increase, decrease or stay
The same over the next year. What technique might be most appropriate for achieving
This goal?

• A) Neural network.
• B) Supervised problem.
• C) Tree model.
• D) Nodal network.
• E) None of the above.

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Definitions:

Cognitive Explanations

Describes how mental processes such as perception, memory, and problem-solving contribute to psychological disorders.

Negative Conclusions

Determinations made from a study or investigation indicating a lack of relationship or significance between variables.

Major Character Flaws

Fundamental shortcomings or imperfections within a person's character, which often lead to personal struggles or difficulty in social relationships.

Cognitive-Behavioral

Relating to a psychological approach that addresses dysfunctional emotions, behaviors, and cognitions through a goal-oriented, systematic process.