Parametric learning/non-parametric learning algorithms

Parametric learning Algorithm (parametric learning algorithm)

Definition: The parametric learning algorithm is a class of algorithms that have a fixed number of parameters to be used for data fitting. Set the set of parameters for the fixed parameter. Linear regression Even an example of a parametric learning algorithm

Non-parametric learning algorithm (Non-parametric learning algorithm)

Definition: An algorithm in which the number of parameters increases with the M (training set size) . Usually defined as the number of parameters although M linearly grows. In other words, what the algorithm needs will grow linearly with the training set, and the maintenance of the algorithm is based on the entire training set, even after learning.

Parametric learning/non-parametric learning algorithms