org.jpmml.evaluator

Interface HasConfidence

All Superinterfaces:

CategoricalResultFeature<Object>, ResultFeature

All Known Implementing Classes:

ConfidenceDistribution, NodeScoreDistribution, SimpleRuleScoreDistribution

public interface HasConfidence
extends CategoricalResultFeature<Object>

A marker interface for classification results that provide a confidence distribution.

Confidences are similar to probabilities, but more relaxed. Most notably, the confidences are not required to sum to 1 across all categories, whereas the probabilities are.

Method Summary

Modifier and Type	Method and Description
Double	getConfidence(Object category) Gets the confidence of the specified category.
Report	getConfidenceReport(Object category)

Methods inherited from interface org.jpmml.evaluator.CategoricalResultFeature

getCategories

Method Detail

getConfidence

Double getConfidence(Object category)

Gets the confidence of the specified category.

Returns:

A confidence that normally lies in the range from 0.0 to 1.0. The confidence of an unknown category is 0.0.

See Also:

CategoricalResultFeature.getCategories()

getConfidenceReport

Report getConfidenceReport(Object category)

See Also:

CategoricalResultFeature.getCategories()