What Does the Robustness of a Data Mining Method Refer

question 20

Multiple Choice

What does the robustness of a data mining method refer to?

• A) its ability to predict the outcome of a previously unknown data set accurately
• B) its speed of computation and computational costs in using the mode
• C) its ability to construct a prediction model efficiently given a large amount of data
• D) its ability to overcome noisy data to make somewhat accurate predictions

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Definitions:

Unilateral Approach

An action or policy decision made and implemented by a single governing body, organization, or individual without cooperation or agreement from others.

Free Trade

A financial strategy that permits the trade of goods across borders with few governmental limitations or duties.

Protection-As-A-Bargaining-Chip

A strategic use of trade barriers or policies by a country to gain concessions or favorable terms from other countries.

Consumer Surplus

The difference between what consumers are willing to pay for a good or service versus what they actually pay.