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.

Nodes

• Boolean Configuration3 ×
• String Configuration3 ×
• Python Script2 ×
• Column Filter Configuration1 ×
• Component Input1 ×
• Component Output1 ×
• DB Data Spec Extractor1 ×
• DB SQL Executor (Labs)1 ×
• DB Table Remover (Labs)1 ×
• DB Table Selector (Labs)1 ×
• Integer Configuration1 ×
• Merge Variables1 ×
• Table Row to Variable1 ×
• Transpose1 ×

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Database
• FeatureKNIME Quick Forms

Links

• No links available