Which of the Following Is True of the Value of K

question 11

Multiple Choice

Which of the following is true of the value of k in the k-Nearest Neighbors algorithm?

• A) The value of k is always taken as a constant and is equal to 1.
• B) If the value of k is large, it drastically increases variability.
• C) If the value k is very large, it introduces biases into the classification decisions.
• D) If the value k is large, the classification of a record is very sensitive to the classification of the single record to which it is closest.

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Definitions:

Marriage

A socially or legally recognized union between individuals that establishes rights and obligations between them.

Human Sexual Behavior

The various ways in which humans express and experience sexuality, encompassing a wide range of activities and preferences.

Social Rules

Unwritten guidelines that dictate the behavior expected of individuals within a society or group.

Culture

The shared patterns of behaviors, practices, beliefs, values, and artefacts that members of a society use to cope with their world and with one another.