All of the Following Statements About Data Mining Are True

question 3

Multiple Choice

All of the following statements about data mining are true EXCEPT

• A) the process aspect means that data mining should be a one-step process to results.
• B) the novel aspect means that previously unknown patterns are discovered.
• C) the potentially useful aspect means that results should lead to some business benefit.
• D) the valid aspect means that the discovered patterns should hold true on new data.

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Definitions:

Conservation

The principle of maintaining the integrity of the environment and natural resources.

Surprised

A sudden feeling of astonishment or shock caused by something unexpected, reflecting a complex emotional and cognitive response to new information.

Sensorimotor Stage

The first stage in Piaget's theory of cognitive development, where infants learn to experience and understand the world through their senses and motor activities.

Formal Operations

A stage in Piaget's theory of cognitive development, occurring from around age 11 onwards, where individuals develop the ability to think abstractly and logically.