Package | Description |
---|---|
org.tribuo |
Provides the core interfaces and classes for using Tribuo.
|
org.tribuo.data |
Provides classes for loading in data from disk, processing it into examples, and splitting datasets for
things like cross-validation and train-test splits.
|
org.tribuo.transform |
Provides infrastructure for applying transformations to a
Dataset . |
Modifier and Type | Method and Description |
---|---|
TransformerMap |
Dataset.createTransformers(TransformationMap transformations)
Takes a
TransformationMap and converts it into a TransformerMap by
observing all the values in this dataset. |
TransformerMap |
Dataset.createTransformers(TransformationMap transformations,
boolean includeImplicitZeroFeatures)
Takes a
TransformationMap and converts it into a TransformerMap by
observing all the values in this dataset. |
Modifier and Type | Field and Description |
---|---|
TransformationMap |
ConfigurableTrainTest.ConfigurableTrainTestOptions.transformationMap |
TransformationMap |
CompletelyConfigurableTrainTest.ConfigurableTrainTestOptions.transformationMap |
Constructor and Description |
---|
TransformTrainer(Trainer<T> innerTrainer,
TransformationMap transformations)
Creates a trainer which transforms the data before training, and stores
the transformers along with the trained model in a
TransformedModel . |
TransformTrainer(Trainer<T> innerTrainer,
TransformationMap transformations,
boolean densify)
Creates a trainer which transforms the data before training, and stores
the transformers along with the trained model in a
TransformedModel . |
TransformTrainer(Trainer<T> innerTrainer,
TransformationMap transformations,
boolean densify,
boolean includeImplicitZeroFeatures)
Creates a trainer which transforms the data before training, and stores
the transformers along with the trained model in a
TransformedModel . |
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