What Does the Scalability of a Data Mining Method Refer

question 53

Multiple Choice

What does the scalability 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:

Surveys

Research methods involving the collection of data from a sample of entities to gather information and insights about the whole population.

Why People Think

Explores the cognitive processes behind human thought, including the influence of social, environmental, and biological factors on how individuals form ideas and make decisions.

What People Think

Refers to the opinions, attitudes, and beliefs held by the general public or specific groups of individuals.

Inductive Logic

A reasoning process that involves making generalizations based on observations of specific instances.