Sklearn Polynomial

Polynomial regression is a special case of linear regression, which generates a new feature matrix consisting of all polynomial combinations of the features with degree less than or equal to the specified degree.

Type

transform

Class

fire.nodes.sklearn.NodeSklearnPolynomial

Fields

Name	Title	Description
targetCol	Target Column	The label column for model fitting
degree	Degree	The degree of the polynomial features. Default = 2.
interactiononly	Interaction Only	If true, only interaction features are produced: features that are products of at most degree distinct input features (so not``x[1] ** 2``, x[0] * x[2] ** 3, etc.)
includebias	Include Bias	True (default), then include a bias column, the feature in which all polynomial powers are zero.