Generalized Linear Models Overview

Generalized Linear Models (GLM) include and extend the class of linear models referred to as linear regression.

Oracle Data Mining includes two of the most popular members of the GLM family of models with their most popular link and variance functions:

In Oracle 12c, GLM classification and regression have been enhanced to implement feature selection and feature generation. This capability, when specified, can enhance the performance of the algorithm and improve accuracy and interpretability.

Use ADP with GLM, as described in Data Preparation for GLM.