Uses of Interface
de.lmu.ifi.dbs.elki.utilities.scaling.ScalingFunction

Packages that use ScalingFunction

de.lmu.ifi.dbs.elki.evaluation.histogram	Functionality for the evaluation of algorithms using histograms.
de.lmu.ifi.dbs.elki.utilities.scaling	Scaling functions: linear, logarithmic, gamma, clipping, ...
de.lmu.ifi.dbs.elki.utilities.scaling.outlier	Scaling of Outlier scores, that require a statistical analysis of the occurring values
de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d	Visualizers based on 2D projections.

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

Fields in de.lmu.ifi.dbs.elki.evaluation.histogram declared as ScalingFunction

private ScalingFunction

ComputeOutlierHistogram.scaling Scaling function to use

Fields in de.lmu.ifi.dbs.elki.evaluation.histogram with type parameters of type ScalingFunction

private ObjectParameter<ScalingFunction>

ComputeOutlierHistogram.SCALING_PARAM Parameter to specify a scaling function to use.

Uses of ScalingFunction in de.lmu.ifi.dbs.elki.utilities.scaling

Subinterfaces of ScalingFunction in de.lmu.ifi.dbs.elki.utilities.scaling

interface

StaticScalingFunction Interface for Scaling functions that do NOT depend on analyzing the data set.

Classes in de.lmu.ifi.dbs.elki.utilities.scaling that implement ScalingFunction

class	ClipScaling Scale implementing a simple clipping.
class	GammaScaling Non-linear scaling function using a Gamma curve.
class	IdentityScaling The trivial "identity" scaling function.
class	LinearScaling Simple linear scaling function.
class	MinusLogScaling Scaling function to invert values by computing -1 * Math.log(x)

Uses of ScalingFunction in de.lmu.ifi.dbs.elki.utilities.scaling.outlier

Subinterfaces of ScalingFunction in de.lmu.ifi.dbs.elki.utilities.scaling.outlier

interface

OutlierScalingFunction Interface for scaling functions used by Outlier evaluation such as Histograms and visualization.

Classes in de.lmu.ifi.dbs.elki.utilities.scaling.outlier that implement ScalingFunction

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	MultiplicativeInverseScaling Scaling function to invert values basically 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 probability in the range of [0:1].
class	OutlierMinusLogScaling Scaling function to invert values by computing -1 * Math.log(x)
class	OutlierSqrtScaling Scaling that can map arbitrary positive values to a value in the range of [0:1].
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.

Uses of ScalingFunction in de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d

Fields in de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d declared as ScalingFunction

private ScalingFunction

BubbleVisualizer.scaling Scaling function to use for Bubbles

Fields in de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d with type parameters of type ScalingFunction

private ObjectParameter<ScalingFunction>

BubbleVisualizer.SCALING_PARAM Parameter for scaling functions Key: -bubble.scaling