sklearn.svm

Class LibSVMClassifier

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.Classifier

sklearn.svm.LibSVMClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasClasses, HasNumberOfFeatures

public class LibSVMClassifier
extends Classifier

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>

Constructor Summary

Constructors

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

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.support_vector_machine.SupportVectorMachineModel	encodeModel(org.jpmml.converter.Schema schema)
java.lang.Double	getCoef0()
java.lang.Integer	getDegree()
java.util.List<? extends java.lang.Number>	getDualCoef()
java.lang.Double	getGamma()
java.util.List<? extends java.lang.Number>	getIntercept()
java.lang.String	getKernel()
int	getNumberOfFeatures()
java.util.List<java.lang.Integer>	getSupport()
java.util.List<java.lang.Integer>	getSupportSizes()
java.util.List<? extends java.lang.Number>	getSupportVectors()
int[]	getSupportVectorsShape()
boolean	hasProbabilityDistribution()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, isSupervised

Methods inherited from class sklearn.Estimator

getDataType, getOpType

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getOption, getTupleList

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

LibSVMClassifier

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

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

hasProbabilityDistribution

public boolean hasProbabilityDistribution()

Overrides:

hasProbabilityDistribution in class Classifier

encodeModel

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

Specified by:

encodeModel in class Estimator

getKernel

public java.lang.String getKernel()

getDegree

public java.lang.Integer getDegree()

getGamma

public java.lang.Double getGamma()

getCoef0

public java.lang.Double getCoef0()

getSupport

public java.util.List<java.lang.Integer> getSupport()

getSupportVectors

public java.util.List<? extends java.lang.Number> getSupportVectors()

getSupportVectorsShape

public int[] getSupportVectorsShape()

getSupportSizes

public java.util.List<java.lang.Integer> getSupportSizes()

getDualCoef

public java.util.List<? extends java.lang.Number> getDualCoef()

getIntercept

public java.util.List<? extends java.lang.Number> getIntercept()