sklearn.ensemble.iforest

Class IsolationForest

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Regressor

sklearn.ensemble.EnsembleRegressor

sklearn.ensemble.iforest.IsolationForest

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasOptions, HasEstimatorEnsemble<Regressor>, HasNumberOfFeatures, HasTreeOptions

public class IsolationForest
extends EnsembleRegressor
implements HasTreeOptions

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

java.util.AbstractMap.SimpleEntry<K,V>, java.util.AbstractMap.SimpleImmutableEntry<K,V>

Field Summary

Fields inherited from interface sklearn.tree.HasTreeOptions

OPTION_COMPACT, OPTION_FLAT

Constructor Summary

Constructors

Constructor and Description
IsolationForest(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
int	getMaxSamples()
java.lang.String	getSkLearnVersion()
double	getThreshold()
boolean	isSupervised()

Methods inherited from class sklearn.ensemble.EnsembleRegressor

getBaseEstimator, getDataType, getEstimators, getOpType

Methods inherited from class sklearn.Regressor

getMiningFunction

Methods inherited from class sklearn.Estimator

encodeModel, getNumberOfFeatures

Methods inherited from class org.jpmml.sklearn.PyClassDict

getOption

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

IsolationForest

public IsolationForest(java.lang.String module,
               java.lang.String name)

Method Detail

isSupervised

public boolean isSupervised()

Overrides:

isSupervised in class Regressor

encodeModel

public org.dmg.pmml.mining.MiningModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getSkLearnVersion

public java.lang.String getSkLearnVersion()

getMaxSamples

public int getMaxSamples()

getThreshold

public double getThreshold()