TD_​PolynomialFeaturesFit

fastpath function with an intermediate step to polynomialfeaturestransform, which helps the user to store all the values provided in the argument in the form of a table.

Options

Degree
degree upto which polynomial features between TargetColumns are imputed.
IncludeBias
It adds an extra bias column one, which acts as an intercept term in a linear model
InteractionOnly
If true, features that are products of at most degree distinct input features are only produced
Output Schema
Output Schema, if Volatile is true then use user login as the schema.
Output Table
Output Table
VAL Location
VAL Location
TargetColumns
Specifies the input table columns for which polynomial features needs to be generated.
Volatile
Specifies whether the table should be a VOLATILE table. If true, then the table is automatically deleted, otherwise it is users responsibility to remove or clean it up for space.

Input Ports

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Connection to a Teradata Database Instance
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The relation that contains input data.

Output Ports

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output of TD_PolynomialFeaturesFit

Nodes

Extensions

Links