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:

Population

The whole number of people or inhabitants in a country or region, or a specific group of individuals being studied.

Reinforcement

A concept in psychology and behavior analysis where a certain behavior is encouraged or discouraged through rewards or punishments.

Unconditioned Stimulus

In classical conditioning, it is a stimulus that unconditionally, naturally, and automatically triggers a response without prior learning.

Conditioned Stimulus

A previously neutral stimulus that, after becoming associated with an unconditioned stimulus, elicits a conditioned response in classical conditioning.