jsat.outlier

Class IsolationForest

java.lang.Object

jsat.outlier.IsolationForest

All Implemented Interfaces:

java.io.Serializable, Outlier

public class IsolationForest
extends java.lang.Object
implements Outlier

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
IsolationForest()
IsolationForest(IsolationForest toCopy)

Method Summary

Modifier and Type	Method and Description
void	fit(DataSet d, boolean parallel)
double	score(DataPoint x) Returns an unbounded anomaly/outlier score.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface jsat.outlier.Outlier

fit, isOutlier

Constructor Detail

IsolationForest

public IsolationForest()

IsolationForest

public IsolationForest(IsolationForest toCopy)

Method Detail

fit

public void fit(DataSet d,
                boolean parallel)

Specified by:

fit in interface Outlier

score

public double score(DataPoint x)

Description copied from interface: Outlier

Returns an unbounded anomaly/outlier score. Negative values indicate the input is likely to be an outlier, and positive values that the input is likely to be an inlier.

Specified by:

score in interface Outlier

Returns: