What Is a Major Drawback to the Basic Majority Voting

question 58

Multiple Choice

What is a major drawback to the basic majority voting classification in kNN?

• A) It requires frequent human subjective input during computation.
• B) Classes that are more clustered tend to dominate prediction.
• C) Even the naive version of the algorithm is hard to implement.
• D) Classes with more frequent examples tend to dominate prediction.

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Definitions:

Economic Signals

Indicators or information that guide economic agents in decision-making by reflecting changes in the economy or market conditions.

Consumers

Individuals or groups that purchase goods and services for personal use, not for manufacture or resale.

Efficiency

The state or quality of being capable of producing desired results with a minimum expenditure of energy, time, money, or materials.

Total Surplus

The sum of consumer surplus and producer surplus, representing the total net benefits to society from the production and consumption of goods or services.