Uses of Interface
elki.evaluation.scores.ScoreEvaluation
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Packages that use ScoreEvaluation Package Description elki.evaluation.clustering Evaluation of clustering results.elki.evaluation.scores Evaluation of rankings and scorings.elki.result.outlier Outlier result classes. -
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Uses of ScoreEvaluation in elki.evaluation.clustering
Methods in elki.evaluation.clustering with parameters of type ScoreEvaluation Modifier and Type Method Description static double
EvaluateClustering. evaluateRanking(ScoreEvaluation eval, Cluster<?> clus, DoubleDBIDList ranking)
Evaluate given a cluster (of positive elements) and a scoring list. -
Uses of ScoreEvaluation in elki.evaluation.scores
Classes in elki.evaluation.scores that implement ScoreEvaluation Modifier and Type Class Description class
AUPRCEvaluation
Compute the area under the precision-recall curve (AUPRC).class
AveragePrecisionEvaluation
Evaluate using average precision.class
DCGEvaluation
Discounted Cumulative Gain.class
MaximumF1Evaluation
Evaluate using the maximum F1 score.class
NDCGEvaluation
Normalized Discounted Cumulative Gain.class
PrecisionAtKEvaluation
Evaluate using Precision@k, or R-precision (whenk=0
).class
PRGCEvaluation
Compute the area under the precision-recall-gain curveclass
ROCEvaluation
Compute ROC (Receiver Operating Characteristics) curves. -
Uses of ScoreEvaluation in elki.result.outlier
Methods in elki.result.outlier with parameters of type ScoreEvaluation Modifier and Type Method Description (package private) double
OutlierResult. evaluateBy(ScoreEvaluation eval)
Evaluate given a set of positives and a scoring.
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