Package org.tribuo.transform.transformations

package org.tribuo.transform.transformations

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

Related Packages

Package	Description
org.tribuo.transform	Provides infrastructure for applying transformations to a Dataset.

Class	Description
BinningTransformation	A Transformation which bins values.
BinningTransformation.BinningTransformationProvenance	Provenance for BinningTransformation.
BinningTransformation.BinningTransformer	The implementation of a Transformer which splits the input into n bins.
BinningTransformation.BinningType	The allowed binning types.
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.Operation	Operations understood by this Transformation.
SimpleTransform.SimpleTransformProvenance	Provenance for SimpleTransform.