Which of the Following Conditions Is Essential for Data Mining

question 22

Multiple Choice

Which of the following conditions is essential for data mining to work?

• A) The data must be collected from proprietary sources and not from data aggregators.
• B) The organization must leverage standard relational databases as opposed to inferior hierarchical and analytical databases.
• C) The events in the data should reflect current and future trends.
• D) The data mining software must necessarily incorporate ad hoc reporting tools and dashboards.
• E) The data should have passed the Die suite of stringent tests for randomness.

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Definitions:

Population

The total number of individuals or entities within a specified area or group.

Categorical Syllogism

A deductive argument with two premises and three terms, each of which occurs exactly twice in two of the three propositions.

Deductive Argument

A type of logic where specific conclusions are drawn from general principles or premises, with the conclusion necessarily following from the premises.

Deductive Argument

A logical process in which a conclusion follows necessarily from the given premises.