Uses of Interface
org.openimaj.experiment.evaluation.classification.ClassificationResult

Packages that use ClassificationResult

Package	Description
org.openimaj.experiment.evaluation.classification
org.openimaj.experiment.evaluation.classification.analysers.confusionmatrix
org.openimaj.experiment.evaluation.classification.analysers.roc
org.openimaj.ml.annotation

Uses of ClassificationResult in org.openimaj.experiment.evaluation.classification

Classes in org.openimaj.experiment.evaluation.classification that implement ClassificationResult

Modifier and Type	Class and Description
class	BasicClassificationResult<CLASS> A basic implementation of a ClassificationResult that internally maintains a map of classes to confidences.

Methods in org.openimaj.experiment.evaluation.classification that return ClassificationResult

Modifier and Type	Method and Description
ClassificationResult<CLASS>	Classifier.classify(OBJECT object) Classify an object.

Methods in org.openimaj.experiment.evaluation.classification that return types with arguments of type ClassificationResult

Modifier and Type	Method and Description
Map<OBJECT,ClassificationResult<CLASS>>	ClassificationEvaluator.evaluate()

Methods in org.openimaj.experiment.evaluation.classification with parameters of type ClassificationResult

Modifier and Type	Method and Description
static <CLASS> CLASS	ClassificationResultUtils.getHighestConfidenceClass(ClassificationResult<CLASS> result) Get the class with the highest confidence
static <CLASS> List<ObjectDoublePair<CLASS>>	ClassificationResultUtils.getSortedClassesAndConfidences(ClassificationResult<CLASS> result) Get the all classes and confidences, sorted by decreasing confidence

Method parameters in org.openimaj.experiment.evaluation.classification with type arguments of type ClassificationResult

Modifier and Type	Method and Description
RESULT	ClassificationEvaluator.analyse(Map<OBJECT,ClassificationResult<CLASS>> predicted)
RESULT	ClassificationAnalyser.analyse(Map<OBJECT,ClassificationResult<CLASS>> predicted, Map<OBJECT,Set<CLASS>> actual) Analyse the performance of the predicted results against the actual ground-truth results.

Constructor parameters in org.openimaj.experiment.evaluation.classification with type arguments of type ClassificationResult

Constructor and Description
ClassificationEvaluator(Map<OBJECT,ClassificationResult<CLASS>> results, Map<OBJECT,Set<CLASS>> actual, ClassificationAnalyser<RESULT,CLASS,OBJECT> analyser) Construct a new ClassificationEvaluator with the given pre-classified results, the ground truth ("actual") data and an ClassificationAnalyser.

Uses of ClassificationResult in org.openimaj.experiment.evaluation.classification.analysers.confusionmatrix

Method parameters in org.openimaj.experiment.evaluation.classification.analysers.confusionmatrix with type arguments of type ClassificationResult

Modifier and Type	Method and Description
CMResult<CLASS>	CMAnalyser.analyse(Map<OBJECT,ClassificationResult<CLASS>> predicted, Map<OBJECT,Set<CLASS>> actual)

Uses of ClassificationResult in org.openimaj.experiment.evaluation.classification.analysers.roc

Method parameters in org.openimaj.experiment.evaluation.classification.analysers.roc with type arguments of type ClassificationResult

Modifier and Type	Method and Description
ROCResult<CLASS>	ROCAnalyser.analyse(Map<OBJECT,ClassificationResult<CLASS>> predicted, Map<OBJECT,Set<CLASS>> actual)

Uses of ClassificationResult in org.openimaj.ml.annotation

Methods in org.openimaj.ml.annotation that return ClassificationResult

Modifier and Type	Method and Description
ClassificationResult<ANNOTATION>	AbstractAnnotator.classify(OBJECT object)