Using the K-Nearest Neighbor Machine Learning Algorithm for Classification, Larger

question 16

Multiple Choice

Using the k-nearest neighbor machine learning algorithm for classification, larger values of k

• A) sharpen the distinction between classes.
• B) reduce the effect of noise on the classification.
• C) increase the effect of noise on the classification.
• D) do not change the effect of noise on the classification.

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Definitions:

Collectivist

Pertaining to cultural or societal norms that emphasize the needs, goals, and views of the group over that of the individual.

Individualist

A person who prioritizes personal independence and self-reliance, often in contrast to collectivist cultures.

Jordanian

Pertaining to or characteristic of Jordan, a country in the Middle East, including its culture, people, or politics.

Negative Effects

Adverse or undesirable outcomes resulting from a specific action, condition, or intervention.