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Parametric vs non-parametric
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272.
Examples of Non-Parametric Models
easy
Which of the following is an example of a non-parametric model?
A
Logistic regression, because it does not assume the target variable follows a normal distribution
B
Linear regression, because its coefficients are estimated from data rather than fixed in advance by the user
C
Naive Bayes, because it estimates class-conditional distributions without specifying their shape
D
K-nearest neighbors, because it makes no assumption about the functional form of the decision boundary
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