One of the Weaknesses of the K-Means Cluster Analysis Algorithm

question 10

Essay

One of the weaknesses of the K-means cluster analysis algorithm is that the clusters can become too large. Describe how this problem occurs and a possible solution.

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Definitions:

Closely Held Corporation

A company whose shares are owned by a small number of shareholders, often involving family or close associates.

Financial Statements

Documents that provide an overview of a company's financial condition, including its income, expenses, profit, and assets.

Responsible Party

The individual or entity legally obligated or liable for something, particularly in the context of a legal contract or wrongful act.

Standard of Care

The degree of prudence and caution required of an individual who is under a duty of care, often defined by the legal standard to avoid or minimize risk.