Package org.tribuo.transform.transformations
package org.tribuo.transform.transformations
Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
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ClassDescriptionA Transformation which bins values.Provenance for
BinningTransformation
.The allowed binning types.A feature transformation that computes the IDF for features and then transforms them with a TF-IDF weighting.Provenance forIDFTransformation
.A Transformation which takes an observed distribution and rescales it so all values are between the desired min and max.Provenance forLinearScalingTransformation
.A Transformation which takes an observed distribution and rescales it so it has the desired mean and standard deviation.Provenance forMeanStdDevTransformation
.This is used for stateless functions such as exp, log, addition or multiplication by a constant.Operations understood by this Transformation.Provenance forSimpleTransform
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