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:

Genetic Explanations

Theories or reasons provided for certain behaviors or traits based on genes and heredity, highlighting how genetic makeup can influence physical and mental characteristics.

Biological Explanations

Theories or reasons that relate to the biological processes and genetics of organisms to explain behaviors or conditions.

L-dopa

A precursor to dopamine used as a treatment for Parkinson's disease to replenish diminished dopamine levels.

Excessive Dopamine

An abnormally high level of dopamine in the brain, which can be related to certain medical conditions and psychiatric disorders.