Package elki.evaluation.scores

Evaluation of rankings and scorings.

Interface Summary

Interface	Description
ScoreEvaluation	Compute ranking/scoring based evaluation measures.
ScoreEvaluation.Adapter	Predicate to test whether an object is a true positive or false positive.

Class Summary

Class	Description
AUPRCEvaluation	Compute the area under the precision-recall curve (AUPRC).
AUPRCEvaluation.Par	Parameterization class.
AUPRCEvaluation.PRCurve	ROC Curve
AveragePrecisionEvaluation	Evaluate using average precision.
AveragePrecisionEvaluation.Par	Parameterization class.
DCGEvaluation	Discounted Cumulative Gain.
DCGEvaluation.Par	Parameterization class.
MaximumF1Evaluation	Evaluate using the maximum F1 score.
MaximumF1Evaluation.Par	Parameterization class.
NDCGEvaluation	Normalized Discounted Cumulative Gain.
NDCGEvaluation.Par	Parameterization class.
PrecisionAtKEvaluation	Evaluate using Precision@k, or R-precision (when k=0).
PrecisionAtKEvaluation.Par	Parameterization class.
PRGCEvaluation	Compute the area under the precision-recall-gain curve
PRGCEvaluation.Par	Parameterization class.
PRGCEvaluation.PRGCurve	Precision-Recall-Gain curve.
ROCEvaluation	Compute ROC (Receiver Operating Characteristics) curves.
ROCEvaluation.Par	Parameterization class.
ROCEvaluation.ROCurve	ROC Curve