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F
- factor - Variable in class elki.utilities.scaling.outlier.OutlierLinearScaling
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Scaling factor to use (1/ max - min)
- factor - Variable in class elki.utilities.scaling.outlier.OutlierSqrtScaling
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Scaling factor
- factor - Variable in class elki.utilities.scaling.outlier.SqrtStandardDeviationScaling
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Effective parameters.
- factor - Variable in class elki.utilities.scaling.outlier.StandardDeviationScaling
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Scaling factor to use (usually: Lambda * Stddev * Sqrt(2))
- Factory() - Constructor for class elki.outlier.spatial.neighborhood.AbstractPrecomputedNeighborhood.Factory
- Factory(int, Distance<? super O>) - Constructor for class elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood.Factory
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Factory Constructor
- Factory(NeighborSetPredicate.Factory<O>) - Constructor for class elki.outlier.spatial.neighborhood.weighted.UnweightedNeighborhoodAdapter.Factory
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Constructor.
- Factory(NeighborSetPredicate.Factory<O>, int) - Constructor for class elki.outlier.spatial.neighborhood.ExtendedNeighborhood.Factory
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Constructor.
- Factory(NeighborSetPredicate.Factory<O>, int) - Constructor for class elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood.Factory
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Constructor.
- Factory(URI) - Constructor for class elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory
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Constructor.
- fastABOD(Relation<V>, DBIDs, WritableDoubleDataStore, DoubleMinMax) - Method in class elki.outlier.anglebased.FastABOD
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Full kernel-based version.
- FastABOD<V extends elki.data.NumberVector> - Class in elki.outlier.anglebased
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Fast-ABOD (approximateABOF) version of Angle-Based Outlier Detection / Angle-Based Outlier Factor.
- FastABOD(Similarity<? super V>, int) - Constructor for class elki.outlier.anglebased.FastABOD
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Constructor for Angle-Based Outlier Detection (ABOD).
- FastABOD.Par<V extends elki.data.NumberVector> - Class in elki.outlier.anglebased
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Parameterization class.
- fastUpperBound(int) - Method in class elki.outlier.distance.HilOut.HilbertFeatures
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fastUpperBound function calculates an upper Bound as k*maxDist(pf[i], smallest neighborhood)
- FeatureBagging - Class in elki.outlier.meta
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A simple ensemble method called "Feature bagging" for outlier detection.
- FeatureBagging(int, int, boolean, RandomFactory) - Constructor for class elki.outlier.meta.FeatureBagging
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Constructor.
- FeatureBagging.Par - Class in elki.outlier.meta
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Parameterization class.
- file - Variable in class elki.outlier.meta.ExternalDoubleOutlierScore
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The file to be reparsed
- file - Variable in class elki.outlier.meta.ExternalDoubleOutlierScore.Par
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The file to be reparsed
- file - Variable in class elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory
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The input file.
- file - Variable in class elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory.Par
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The input file.
- FILE_ID - Static variable in class elki.outlier.meta.ExternalDoubleOutlierScore.Par
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Parameter that specifies the name of the file to be re-parsed.
- find(double) - Method in class elki.outlier.lof.LOCI.DoubleIntArrayList
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Find the last position with a smaller or equal key.
- findClosestNode(NumberVector, int) - Method in class elki.outlier.lof.ALOCI.ALOCIQuadTree
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Find the closest node (of depth
tlevelor above, if there is no node at this depth) for the given vector. - firstEventReceived - Variable in class elki.outlier.lof.OnlineLOF.LOFKNNListener
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Holds the first event of one of the both preprocessors.
- fitness - Variable in class elki.outlier.subspace.AggarwalYuEvolutionary.Individuum
- fixedmean - Variable in class elki.utilities.scaling.outlier.StandardDeviationScaling
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Field storing the fixed mean to use
- fixedmean - Variable in class elki.utilities.scaling.outlier.StandardDeviationScaling.Par
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Field storing the fixed mean to use
- FlexibleLOF<O> - Class in elki.outlier.lof
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Flexible variant of the "Local Outlier Factor" algorithm.
- FlexibleLOF(int, int, Distance<? super O>, Distance<? super O>) - Constructor for class elki.outlier.lof.FlexibleLOF
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Constructor.
- FlexibleLOF.LOFResult<O> - Class in elki.outlier.lof
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Encapsulates information like the neighborhood, the LRD and LOF values of the objects during a run of the
FlexibleLOFalgorithm. - FlexibleLOF.Par<O> - Class in elki.outlier.lof
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Parameterization class.
- ForestBuilder(Relation<? extends NumberVector>, int, Random) - Constructor for class elki.outlier.density.IsolationForest.ForestBuilder
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Constructor for the tree builder.
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