Package sklearn.svm

Class OneClassSVM

java.lang.Object

java.util.AbstractMap<K,V>

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

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Estimator

sklearn.Regressor

sklearn.SkLearnRegressor

sklearn.svm.LibSVMRegressor

sklearn.svm.OneClassSVM

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, org.jpmml.converter.HasOptions, Encodable, HasSkLearnOptions, HasDecisionFunctionField, HasFeatureNamesIn, HasNumberOfFeatures, HasNumberOfOutputs, HasOutlierField, HasType, OutlierDetector, HasPMMLOptions<Estimator>, HasPMMLSegmentId<Estimator>

public class OneClassSVM
extends LibSVMRegressor
implements OutlierDetector

See Also:

Serialized Form

Nested Class Summary

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

java.util.AbstractMap.SimpleEntry<K extends java.lang.Object,V extends java.lang.Object>, java.util.AbstractMap.SimpleImmutableEntry<K extends java.lang.Object,V extends java.lang.Object>

Nested classes/interfaces inherited from interface java.util.Map

java.util.Map.Entry<K extends java.lang.Object,V extends java.lang.Object>

Field Summary

Fields

Modifier and Type	Field	Description
static java.util.List<java.lang.String>	ENUM_KERNEL
static java.lang.String	KERNEL_LINEAR
static java.lang.String	KERNEL_POLY
static java.lang.String	KERNEL_RBF
static java.lang.String	KERNEL_SIGMOID

Fields inherited from class sklearn.Estimator

FIELD_APPLY, FIELD_DECISION_FUNCTION, FIELD_PREDICT

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Fields inherited from interface sklearn.HasNumberOfOutputs

UNKNOWN

Fields inherited from interface sklearn.OutlierDetector

FIELD_OUTLIER

Constructor Summary

Constructors

Constructor	Description
OneClassSVM(java.lang.String module, java.lang.String name)

Method Summary

Modifier and Type	Method	Description
org.jpmml.converter.Label	encodeLabel(java.util.List<java.lang.String> names, SkLearnEncoder encoder)
org.dmg.pmml.support_vector_machine.SupportVectorMachineModel	encodeModel(org.jpmml.converter.Schema schema)
int	getNumberOfOutputs()
boolean	isSupervised()

Methods inherited from class sklearn.svm.LibSVMRegressor

getCoef0, getDegree, getDualCoef, getGamma, getIntercept, getKernel, getNumberOfFeatures, getSupport, getSupportVectors, getSupportVectorsShape

Methods inherited from class sklearn.SkLearnRegressor

encodePMML

Methods inherited from class sklearn.Regressor

getMiningFunction

Methods inherited from class sklearn.Estimator

addFeatureImportances, checkFeatures, checkLabel, configureModel, configureSchema, createApplyField, createMultiApplyField, createPredictProbaFields, encode, encode, encodeApplyOutput, encodeMultiApplyOutput, getAlgorithmName, getDataType, getFeatureImportances, getOption, getOpType, getPMMLCustomizations, getPMMLFeatureImportances, getPMMLOptions, getPMMLSegmentId, hasFeatureImportances, putOption, putOptions, setPMMLCustomizations, setPMMLFeatureImportances, setPMMLOptions, setPMMLSegmentId

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion, setPMMLName

Methods inherited from class org.jpmml.python.PythonObject

containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update

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

__setstate__

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface sklearn.HasDecisionFunctionField

getDecisionFunctionField

Methods inherited from interface sklearn.HasFeatureNamesIn

getFeatureNamesIn

Methods inherited from interface sklearn.HasOutlierField

getOutlierField

Methods inherited from interface java.util.Map

equals, hashCode

Methods inherited from interface sklearn.OutlierDetector

getDecisionFunctionThreshold

Field Detail

KERNEL_LINEAR

public static final java.lang.String KERNEL_LINEAR

See Also:

Constant Field Values

KERNEL_POLY

public static final java.lang.String KERNEL_POLY

See Also:

Constant Field Values

KERNEL_RBF

public static final java.lang.String KERNEL_RBF

See Also:

Constant Field Values

KERNEL_SIGMOID

public static final java.lang.String KERNEL_SIGMOID

See Also:

Constant Field Values

ENUM_KERNEL

public static final java.util.List<java.lang.String> ENUM_KERNEL

Constructor Detail

OneClassSVM

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

Method Detail

getNumberOfOutputs

public int getNumberOfOutputs()

Specified by:

getNumberOfOutputs in interface HasNumberOfOutputs

Overrides:

getNumberOfOutputs in class Regressor

isSupervised

public boolean isSupervised()

Overrides:

isSupervised in class Regressor

encodeLabel

public org.jpmml.converter.Label encodeLabel(java.util.List<java.lang.String> names,
                                             SkLearnEncoder encoder)

Overrides:

encodeLabel in class Regressor

encodeModel

public org.dmg.pmml.support_vector_machine.SupportVectorMachineModel encodeModel(org.jpmml.converter.Schema schema)

Overrides:

encodeModel in class LibSVMRegressor