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.
|
Modifier and Type | Method and Description |
---|---|
Transformer |
TransformStatistics.generateTransformer()
Generates the appropriate
Transformer
from the collected statistics. |
Modifier and Type | Method and Description |
---|---|
Set<Map.Entry<String,List<Transformer>>> |
TransformerMap.entrySet()
Get the feature names and associated list of transformers.
|
Modifier and Type | Method and Description |
---|---|
static double |
TransformerMap.applyTransformerList(double value,
List<Transformer> transformerList)
Applies a
List of Transformer s to the supplied double value,
returning the transformed value. |
Constructor and Description |
---|
TransformerMap(Map<String,List<Transformer>> map,
DatasetProvenance datasetProvenance,
com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance transformationMapProvenance)
Constructs a transformer map which encapsulates a set of transformers that can be applied to features.
|
Modifier and Type | Class and Description |
---|---|
class |
SimpleTransform
This is used for stateless functions such as exp, log, addition or multiplication by a constant.
|
Modifier and Type | Method and Description |
---|---|
Transformer |
SimpleTransform.generateTransformer()
Returns itself.
|
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