Uses of Interface
de.lmu.ifi.dbs.elki.evaluation.Evaluator

Packages that use Evaluator

Package	Description
de.lmu.ifi.dbs.elki.evaluation	Functionality for the evaluation of algorithms.
de.lmu.ifi.dbs.elki.evaluation.clustering	Evaluation of clustering results.
de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments	Pair-segment analysis of multiple clusterings.
de.lmu.ifi.dbs.elki.evaluation.histogram	Functionality for the evaluation of algorithms using histograms.
de.lmu.ifi.dbs.elki.evaluation.index	Simple index evaluation methods
de.lmu.ifi.dbs.elki.evaluation.outlier	Evaluate an outlier score using a misclassification based cost model.
de.lmu.ifi.dbs.elki.evaluation.roc	Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix	Render a distance matrix to visualize a clustering-distance-combination.
de.lmu.ifi.dbs.elki.workflow	Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation

Classes in de.lmu.ifi.dbs.elki.evaluation that implement Evaluator

Modifier and Type	Class and Description
class	AutomaticEvaluation Evaluator that tries to auto-run a number of evaluation methods.
class	NoAutomaticEvaluation No-operation evaluator, that only serves the purpose of explicitely disabling the default value of AutomaticEvaluation, if you do not want evaluation to run.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.clustering

Classes in de.lmu.ifi.dbs.elki.evaluation.clustering that implement Evaluator

Modifier and Type	Class and Description
class	EvaluateClustering Evaluate a clustering result by comparing it to an existing cluster label.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments

Classes in de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments that implement Evaluator

Modifier and Type	Class and Description
class	ClusterPairSegmentAnalysis Evaluate clustering results by building segments for their pairs: shared pairs and differences.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.histogram

Classes in de.lmu.ifi.dbs.elki.evaluation.histogram that implement Evaluator

Modifier and Type	Class and Description
class	ComputeOutlierHistogram Compute a Histogram to evaluate a ranking algorithm.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.index

Classes in de.lmu.ifi.dbs.elki.evaluation.index that implement Evaluator

Modifier and Type	Class and Description
class	IndexPurity Compute the purity of index pages as a naive measure for performance capabilities using the Gini index.
class	IndexStatistics Simple index analytics, which includes the toString() dump of index information.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.outlier

Classes in de.lmu.ifi.dbs.elki.evaluation.outlier that implement Evaluator

Modifier and Type	Class and Description
class	JudgeOutlierScores Compute a Histogram to evaluate a ranking algorithm.
class	OutlierPrecisionAtKCurve Compute a curve containing the precision values for an outlier detection method.
class	OutlierPrecisionRecallCurve Compute a curve containing the precision values for an outlier detection method.
class	OutlierROCCurve Compute a ROC curve to evaluate a ranking algorithm and compute the corresponding ROCAUC value.
class	OutlierSmROCCurve Smooth ROC curves are a variation of classic ROC curves that takes the scores into account.
class	OutlierThresholdClustering Pseudo clustering algorithm that builds clusters based on their outlier score.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.roc

Classes in de.lmu.ifi.dbs.elki.evaluation.roc that implement Evaluator

Modifier and Type	Class and Description
class	ComputeROCCurve Deprecated. Renamed to OutlierROCCurve.

Uses of Evaluator in de.lmu.ifi.dbs.elki.evaluation.similaritymatrix

Classes in de.lmu.ifi.dbs.elki.evaluation.similaritymatrix that implement Evaluator

Modifier and Type	Class and Description
class	ComputeSimilarityMatrixImage<O> Compute a similarity matrix for a distance function.

Uses of Evaluator in de.lmu.ifi.dbs.elki.workflow

Fields in de.lmu.ifi.dbs.elki.workflow with type parameters of type Evaluator

Modifier and Type	Field and Description
private List<Evaluator>	EvaluationStep.evaluators Evaluators to run
private List<Evaluator>	EvaluationStep.Evaluation.evaluators Evaluators to run.
private List<Evaluator>	EvaluationStep.Parameterizer.evaluators Evaluators to run

Constructor parameters in de.lmu.ifi.dbs.elki.workflow with type arguments of type Evaluator

Constructor and Description
EvaluationStep.Evaluation(HierarchicalResult baseResult, List<Evaluator> evaluators) Constructor.
EvaluationStep(List<Evaluator> evaluators) Constructor.