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:

Interview Process

A structured conversation where one party asks questions and the other provides answers, typically used for the purpose of evaluation in various contexts such as employment or research.

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Core principles or concepts that guide an individual's behavior and decision-making, reflecting what is important to them.

St. Augustine

An early Christian theologian and philosopher whose writings, including "Confessions" and "The City of God," greatly influenced Western Christianity and philosophy.

Pelagius

A 4th-century monk who denied the doctrine of original sin and believed in the fundamental goodness and free will of human nature.