Uses of Interface
elki.utilities.scaling.outlier.OutlierScaling

Packages that use OutlierScaling

Package	Description
elki.result	Result types, representation and handling.
elki.utilities.scaling.outlier	Scaling of outlier scores, that require a statistical analysis of the occurring values.

Uses of OutlierScaling in elki.result

Fields in elki.result declared as OutlierScaling

Modifier and Type	Field	Description
(package private) OutlierScaling	KMLOutputHandler.Par.scaling	Scaling function
(package private) OutlierScaling	KMLOutputHandler.scaling	Scaling function

Constructors in elki.result with parameters of type OutlierScaling

Constructor	Description
KMLOutputHandler(java.nio.file.Path filename, OutlierScaling scaling, boolean compat, boolean autoopen)	Constructor.

Uses of OutlierScaling in elki.utilities.scaling.outlier

Classes in elki.utilities.scaling.outlier that implement OutlierScaling

Modifier and Type	Class	Description
class	COPOutlierScaling	CDF based outlier score scaling.
class	HeDESNormalizationOutlierScaling	Normalization used by HeDES
class	LogRankingPseudoOutlierScaling	This is a pseudo outlier scoring obtained by only considering the ranks of the objects.
class	MinusLogGammaScaling	Scaling that can map arbitrary values to a probability in the range of [0:1], by assuming a Gamma distribution on the data and evaluating the Gamma CDF.
class	MinusLogStandardDeviationScaling	Scaling that can map arbitrary values to a probability in the range of [0:1].
class	MixtureModelOutlierScaling	Tries to fit a mixture model (exponential for inliers and gaussian for outliers) to the outlier score distribution.
class	MultiplicativeInverseScaling	Scaling function to invert values by computing 1/x, but in a variation that maps the values to the [0:1] interval and avoiding division by 0.
class	OutlierGammaScaling	Scaling that can map arbitrary values to a probability in the range of [0:1] by assuming a Gamma distribution on the values.
class	OutlierLinearScaling	Scaling that can map arbitrary values to a value in the range of [0:1].
class	OutlierMinusLogScaling	Scaling function to invert values by computing -log(x)
class	OutlierSqrtScaling	Scaling that can map arbitrary positive values to a value in the range of [0:1].
class	RankingPseudoOutlierScaling	This is a pseudo outlier scoring obtained by only considering the ranks of the objects.
class	SigmoidOutlierScaling	Tries to fit a sigmoid to the outlier scores and use it to convert the values to probability estimates in the range of 0.0 to 1.0
class	SqrtStandardDeviationScaling	Scaling that can map arbitrary values to a probability in the range of [0:1].
class	StandardDeviationScaling	Scaling that can map arbitrary values to a probability in the range of [0:1].
class	TopKOutlierScaling	Outlier scaling function that only keeps the top k outliers.