com.github.chen0040.svmext.oneclass

Class OneClassSVM

java.lang.Object

com.github.chen0040.svmext.oneclass.OneClassSVM

All Implemented Interfaces:

Learner

public class OneClassSVM
extends Object
implements Learner

Created by xschen on 2/5/2017.

Field Summary

Fields

Modifier and Type	Field and Description
java.util.function.Supplier<Double>	thresholdSupplier

Constructor Summary

Constructors

Constructor and Description
OneClassSVM()

Method Summary

Modifier and Type	Method and Description
void	copy(OneClassSVM that)
void	fit(com.github.chen0040.data.frame.DataFrame dataFrame)
svm_parameter	getParameters()
boolean	isAnomaly(com.github.chen0040.data.frame.DataRow tuple)
boolean	isQuiet()
OneClassSVM	makeCopy()
void	set_gamma(double gamma)
void	set_nu(double nu)
void	setQuiet(boolean quiet)
double	transform(com.github.chen0040.data.frame.DataRow row)

Methods inherited from class java.lang.Object

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

Field Detail

thresholdSupplier

public java.util.function.Supplier<Double> thresholdSupplier

Constructor Detail

OneClassSVM

public OneClassSVM()

Method Detail

copy

public void copy(OneClassSVM that)

makeCopy

public OneClassSVM makeCopy()

set_nu

public void set_nu(double nu)

set_gamma

public void set_gamma(double gamma)

isQuiet

public boolean isQuiet()

setQuiet

public void setQuiet(boolean quiet)

getParameters

public svm_parameter getParameters()

transform

public double transform(com.github.chen0040.data.frame.DataRow row)

Specified by:

transform in interface Learner

isAnomaly

public boolean isAnomaly(com.github.chen0040.data.frame.DataRow tuple)

fit

public void fit(com.github.chen0040.data.frame.DataFrame dataFrame)

Specified by:

fit in interface Learner