When Using the K-Means Algorithm, Points Will Always Remain in the Same

question 28

True/False

When using the K-means algorithm, points will always remain in the same cluster even after several iterations.

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Definitions:

Consumer Equilibrium

A state in which a consumer has allocated their income in a way that maximizes their total utility, given the prices of goods and services.

Total Utility

The total satisfaction received from consuming a particular quantity of goods and services.

Indifference Curve

A graph representing combinations of two goods or services among which a consumer is indifferent, showing preference levels.

Optimal Consumption

The mix of goods and services that maximizes consumer utility or satisfaction given their budget constraints.