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:

Segregated Neighborhoods

Areas within cities or towns where living spaces are separated into distinct sections based on racial, ethnic, or social lines, often as a result of historical, social, or economic factors.

Containment

A strategy or policy aimed at preventing the expansion of a hostile force or ideology, often in a geopolitical context.

Health Inequities

Unfair and avoidable differences in health status seen within and between different population groups.

Intersectional Health Equity

A framework that studies how overlapping social identities (such as race, gender, and class) impact access to health equity, aiming for all individuals to achieve optimal health regardless of these intersecting factors.