in Artificial Intelligence by
Differentiate between parametric and non-parametric models.

1 Answer

0 votes

Differentiation Based on Parametric Model Non-parametric Model

Features A finite number of parameters to predict new data Unbounded number of parameters

Algorithm Logistic regression, linear discriminant analysis, perceptron, and Naive Bayes K-nearest neighbors, decision trees like CART and C4.5, and support vector machines

Benefits Simple, fast, and less data

Flexibility, power, and performance