Package org.tribuo.transform.transformations

Provides implementations of standard transformations like binning, scaling, taking logs and exponents.

See: Description

Class Summary

Class	Description
BinningTransformation	A Transformation which bins values.
BinningTransformation.BinningTransformationProvenance	Provenance for BinningTransformation.
IDFTransformation	A feature transformation that computes the IDF for features and then transforms them with a TF-IDF weighting.
IDFTransformation.IDFTransformationProvenance	Provenance for IDFTransformation.
LinearScalingTransformation	A Transformation which takes an observed distribution and rescales it so all values are between the desired min and max.
LinearScalingTransformation.LinearScalingTransformationProvenance	Provenance for LinearScalingTransformation.
MeanStdDevTransformation	A Transformation which takes an observed distribution and rescales it so it has the desired mean and standard deviation.
MeanStdDevTransformation.MeanStdDevTransformationProvenance	Provenance for MeanStdDevTransformation.
SimpleTransform	This is used for stateless functions such as exp, log, addition or multiplication by a constant.
SimpleTransform.SimpleTransformProvenance	Provenance for SimpleTransform.

Enum Summary

Enum	Description
BinningTransformation.BinningType	The allowed binning types.
SimpleTransform.Operation	Operations understood by this Transformation.

Package org.tribuo.transform.transformations Description

Provides implementations of standard transformations like binning, scaling, taking logs and exponents.