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
AveragePrecisionEvaluation	Evaluate using average precision.
AveragePrecisionEvaluation.Parameterizer	Parameterization class.
DCGEvaluation	Discounted Cumulative Gain.
DCGEvaluation.Parameterizer	Parameterization class.
MaximumF1Evaluation	Evaluate using the maximum F1 score.
MaximumF1Evaluation.Parameterizer	Parameterization class.
NDCGEvaluation	Normalized Discounted Cumulative Gain.
NDCGEvaluation.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