Which of the Following Statements Is False

question 60

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.

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Definitions:

Induced Pluripotent Stem Cells

Stem cells created by reprogramming adult cells to an embryonic stem cell-like state by introducing specific genes.

Muscular System

The body system consisting of muscles that permit movement, maintain posture, and produce heat.

Plasma Membrane

The Plasma Membrane is the semi-permeable barrier that encloses the cytoplasm of a cell, controlling the movement of substances in and out, and playing a key role in cell communication and structure.

Adhering Junctions

Specialized structures in cells that function to hold cells together and to facilitate the passage of materials in the spaces between cells.