Class IsolationTree

java.lang.Object

smile.anomaly.IsolationTree

All Implemented Interfaces:

Serializable

public class IsolationTree
extends Object
implements Serializable

Isolation tree. This is an internal building block of IsolationForest. Instances are created exclusively by IsolationForest during training.

See Also:

• Serialized Form

Method Summary

Modifier and Type	Method	Description
double	path(double[] x)	Returns the path length from the root to the leaf node.

Methods inherited from class Object

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

Method Details

path

public double path(double[] x)

Returns the path length from the root to the leaf node.

Parameters:

x - the sample.

Returns:

the path length.