Package | Description |
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org.tribuo.transform.transformations |
Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
|
Modifier and Type | Method and Description |
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static 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.
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