Which of the Following Statements Is False

Multiple Choice

Which of the following statements is false?

A) k-means clustering is perhaps the simplest unsupervised machine learning algorithm.
B) The k-means clustering algorithm analyzes unlabeled samples and attempts to place them in clusters that appear to be related.
C) The k in "k-means" represents the number of clusters to impose on the data.
D) The k-means clustering algorithm organizes samples into the number of clusters you specify in advance, using distance calculations similar to the k-nearest neighbors clustering algorithm.