Recognize Classification and Regression Problems in Data Mining

question 10

Multiple Choice

Recognize classification and regression problems in data mining.
-Data gathered from various automobile dealers (Toyota, BMW, etc.) and pro-
Environment organizations (e.g., Sierra Club) were merged into one data warehouse.
Suppose data mining is used to determine how important it is for a customer to purchase
A vehicle with a very low carbon footprint. 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.

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Definitions:

HRM System

Human Resource Management System; an intersection of human resources and information technology through HR software, enabling better data management and HR processes.

Monitoring

The systematic process of observing or checking work performance or processes over time for the purpose of ensuring compliance with standards.

Corporate Goals

The strategic objectives set by a company to guide its direction and measure its success, often focusing on growth, profitability, and market share.

Senior-Level Managers

Executives and high-level managers responsible for making strategic decisions and overseeing the entire organization or major parts of it.