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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:
Linear Regression with the identity link and variance function equal to the constant 1 (constant variance over the range of response values).
Logistic Regression with the logistic link and binomial variance functions.
In Oracle Database 12c, GLM Classification and Regression are enhanced to implement Feature Selection and Feature Generation. This capability, when specified, can enhance the performance of the algorithm and improve the accuracy and interpretability.