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Basic Question 3 of 8

The k-means algorithm is run many times until it ______ intra-cluster distance and ______ inter-cluster distance.

A. maximizes, minimizes
B. minimizes, maximizes
C. minimizes, minimizes

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Learning Outcome Statements

describe unsupervised machine learning algorithms - including principal components analysis, k-means clustering, and hierarchical clustering - and determine the problems for which they are best suited;

CFA® 2025 Level II Curriculum, Volume 1, Module 6.