Package org.tribuo.data.columnar.processors.response

package org.tribuo.data.columnar.processors.response

Provides implementations of ResponseProcessor.

Note that the EmptyResponseProcessor should only be used when the columnar data source will never contain a response, and so the RowProcessor should always return the unknown output of the appropriate type.

Classes

Class	Description
BinaryResponseProcessor<T extends Output<T>>	A ResponseProcessor that takes a single value of the field as the positive class and all other values as the negative class.
EmptyResponseProcessor<T extends Output<T>>	A ResponseProcessor that always emits an empty optional.
FieldResponseProcessor<T extends Output<T>>	A response processor that returns the value(s) in a given (set of) fields.
Quartile	A quartile to split data into 4 chunks.
QuartileResponseProcessor<T extends Output<T>>	Processes the response into quartiles and emits them as classification outputs.