Interface Transformer

All Superinterfaces:

ProtoSerializable<org.tribuo.protos.core.TransformerProto>, Serializable

All Known Implementing Classes:

BinningTransformation.BinningTransformer, SimpleTransform

public interface Transformer
extends ProtoSerializable<org.tribuo.protos.core.TransformerProto>, Serializable

A fitted Transformation which can apply a transform to the input value. Usually contains feature specific information from the training data.

Transformers are serializable, and should only be constructed by their TransformStatistics.

Field Summary

Fields inherited from interface org.tribuo.protos.ProtoSerializable

DESERIALIZATION_METHOD_NAME, PROVENANCE_SERIALIZER

Method Summary

Modifier and Type	Method	Description
static Transformer	deserialize(org.tribuo.protos.core.TransformerProto proto)	Deserializes a TransformerProto into a Transformer subclass.
double	transform(double input)	Applies the transformation to the supplied input value.

Methods inherited from interface org.tribuo.protos.ProtoSerializable

serialize

Method Details

transform

double transform(double input)

Applies the transformation to the supplied input value.

Parameters:

input - The value to transform.

Returns:

The transformed value.

deserialize

static Transformer deserialize(org.tribuo.protos.core.TransformerProto proto)

Deserializes a TransformerProto into a Transformer subclass.

Parameters:

proto - The proto to deserialize.

Returns:

The deserialized FeatureMap.