Package de.lmu.ifi.dbs.elki.evaluation.scores

Evaluation of rankings and scorings.

See: Description

Interface Summary

Interface	Description
ScoreEvaluation	Compute ranking/scoring based evaluation measures.
ScoreEvaluation.Predicate<T>	Predicate to test whether an object is a true positive or false positive.
ScoreEvaluation.ScoreIter	Iterator for comparing scores.

Class Summary

Class	Description
AbstractScoreEvaluation	Abstract base class for evaluating a scoring result.
AveragePrecisionEvaluation	Evaluate using average precision.
AveragePrecisionEvaluation.Parameterizer	Parameterization class.
MaximumF1Evaluation	Evaluate using the maximum F1 score.
MaximumF1Evaluation.Parameterizer	Parameterization class.
PrecisionAtKEvaluation	Evaluate using Precision@k, or R-precision (when k=0).
PrecisionAtKEvaluation.Parameterizer	Parameterization class.
ROCEvaluation	Compute ROC (Receiver Operating Characteristics) curves.
ROCEvaluation.Parameterizer	Parameterization class.

Package de.lmu.ifi.dbs.elki.evaluation.scores Description

Evaluation of rankings and scorings.