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Symbolic SGD Logistic Regression Binary Classifier

The Symbolic SGD Logistic Regression classifier trains a linear binary classification model using the symbolic stochastic gradient descent (SGD) method. The SGD is an iterative algorithm that optimizes a differentiable objective function.

Inputs

Name	ID	Description	Type
Number of Iterations	Iterations	Number of passes over the data.	Integer

Outputs

Name	ID	Description	Type
Trainer Type	Trainer Type	The trainer used for machine learning problems.	Generic

Symbolic SGD Logistic Regression Binary Classifier

The Symbolic SGD Logistic Regression classifier trains a linear binary classification model using the symbolic stochastic gradient descent (SGD) method. The SGD is an iterative algorithm that optimizes a differentiable objective function.

Inputs

Outputs

Video Tutorials