Package | Description |
---|---|
de.lmu.ifi.dbs.elki.evaluation.histogram |
Functionality for the evaluation of algorithms using histograms.
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de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
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de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.paircounting |
Evaluation of clustering results via pair counting.
|
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
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de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
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de.lmu.ifi.dbs.elki.workflow |
Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeOutlierHistogram
Compute a Histogram to evaluate a ranking algorithm.
|
Modifier and Type | Class and Description |
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class |
IndexStatistics
Simple index analytics, which includes the toString() dump of index
information.
|
Modifier and Type | Class and Description |
---|---|
class |
JudgeOutlierScores
Compute a Histogram to evaluate a ranking algorithm.
|
Modifier and Type | Class and Description |
---|---|
class |
EvaluatePairCountingFMeasure
Evaluate a clustering result by comparing it to an existing cluster label.
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Modifier and Type | Class and Description |
---|---|
class |
ComputeROCCurve
Compute a ROC curve to evaluate a ranking algorithm and compute the
corresponding ROCAUC value.
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeSimilarityMatrixImage<O>
Compute a similarity matrix for a distance function.
|
Modifier and Type | Field and Description |
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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 and Description |
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EvaluationStep.Evaluation(Database database,
List<Evaluator> evaluators)
Constructor.
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EvaluationStep(List<Evaluator> evaluators)
Constructor.
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