RegularizedRegressionModel.RegularizationParameter Property

public double RegularizationParameter { get; set; }

Public Property RegularizationParameter As Double
	Get
	Set

public:
property double RegularizationParameter {
	double get ();
	void set (double value);
}

member RegularizationParameter : float with get, set

Property Value

Use the regularization parameter in combination with the RegularizationRatio property to perform ridge, LASSO, or elastic-net regression. This parameter specifies the importance of the regularization terms relative to the sum of the squared residuals. Its value must be greater than or equal to zero.

If this property is zero, then ordinary linear regression is performed.

This property is ignored when stepwise regression is used.

Reference