Uses of Interface
org.tribuo.transform.Transformation

Packages that use Transformation

Package	Description
org.tribuo.transform	Provides infrastructure for applying transformations to a Dataset.
org.tribuo.transform.transformations	Provides implementations of standard transformations like binning, scaling, taking logs and exponents.

Uses of Transformation in org.tribuo.transform

Fields in org.tribuo.transform with type parameters of type Transformation

Modifier and Type	Field and Description
List<Transformation>	TransformationMap.TransformationList.list

Methods in org.tribuo.transform that return types with arguments of type Transformation

Modifier and Type	Method and Description
Map<String,List<Transformation>>	TransformationMap.getFeatureTransformations() Gets the map of feature specific transformations.
List<Transformation>	TransformationMap.getGlobalTransformations() Gets the global transformations in this TransformationMap.

Constructor parameters in org.tribuo.transform with type arguments of type Transformation

Constructor and Description
TransformationList(List<Transformation> list)
TransformationMap(List<Transformation> globalTransformations)
TransformationMap(List<Transformation> globalTransformations, Map<String,List<Transformation>> featureTransformations)
TransformationMap(List<Transformation> globalTransformations, Map<String,List<Transformation>> featureTransformations)
TransformationMap(Map<String,List<Transformation>> featureTransformations)

Uses of Transformation in org.tribuo.transform.transformations

Classes in org.tribuo.transform.transformations that implement Transformation

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