Uses of Class
org.tribuo.transform.transformations.BinningTransformation
Package
Description
Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
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Uses of BinningTransformation in org.tribuo.transform.transformations
Modifier and TypeMethodDescriptionstatic BinningTransformation
BinningTransformation.equalFrequency
(int numBins) Returns a BinningTransformation which generates bins which contain the same amount of training data that is, each bin has an equal probability of occurrence in the training data.static BinningTransformation
BinningTransformation.equalWidth
(int numBins) Returns a BinningTransformation which generates fixed equal width bins between the observed min and max values.static BinningTransformation
BinningTransformation.stdDevs
(int numDeviations) Returns a BinningTransformation which generates bins based on the observed standard deviation of the training data.