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:

Impaired Competence

A reduced ability or effectiveness in fulfilling or carrying out tasks or duties to a satisfactory standard.

Defense Attorneys

Legal professionals who represent and defend the rights of individuals accused of crimes in court.

Not Guilty by Reason of Insanity

A legal defense where a defendant claims they were unable to understand the nature of their crime or differentiate right from wrong due to a mental disorder at the time of the offense.

Institutionalized

The process of establishing something as a norm or standard within an organization or culture, or the state of being accustomed to a specific routine or environment, often used in the context of long-term care or imprisonment.