Recognize Classification and Regression Problems in Data Mining

question 3

Multiple Choice

Recognize classification and regression problems in data mining.
-Data gathered from home improvement retailers (e.g. Lowe's, Home Depot, etc.) and
Publishing companies (magazines, books, etc.) were merged into one data warehouse.
Suppose data mining is used to determine how much a customer spends annually on
Energy efficient products. In data mining this is referred to as what type of problem?

• A) Regression.
• B) Transactional.
• C) Unsupervised.
• D) Classification.
• E) None of the above.

---

Definitions:

Daily Living

The routine activities that people do every day including eating, bathing, dressing, and going about their daily tasks.

Bathes Daily

The practice of washing oneself in water or another liquid, typically performed daily for personal hygiene.

Dysfunctional Interactions

Social exchanges that are impaired or operate in counterproductive ways, often leading to conflict or misunderstanding within groups or relationships.

Family Support

The process of providing assistance, encouragement, and resources to families to strengthen their capacity to care for their members.