Question

What is the primary objective of the K-means clustering algorithm in data analysis?

A To reduce the dimensionality of a dataset for visualization.
B To classify data into predefined categories based on labeled training data.
C To partition a dataset into K distinct clusters based on feature similarity.
D To predict future values in a time series using historical data.
E To estimate the probability distribution of a continuous random variable.
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