weka.estimators.density

Class AbstractKernelEstimator

java.lang.Object

weka.estimators.density.AbstractKernelEstimator

All Implemented Interfaces:

Serializable, weka.core.OptionHandler, DensityEstimator, KernelDensityEstimator, weka.estimators.IncrementalEstimator

Direct Known Subclasses:

SimpleKernelEstimator, WeightedKernelEstimator

public abstract class AbstractKernelEstimator
extends Object
implements KernelDensityEstimator, Serializable, weka.core.OptionHandler

Abstract Class for kernel density estimators

Since:

0.9.0

Version:

0.9.0

Author:

pawel trajdos

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
AbstractKernelEstimator()

Method Summary

Modifier and Type	Method and Description
void	addValue(double data, double weight)
void	addValues(double[] data, double[] weight) Adds a set ov values into the estimator
String	bandwidthTipText()
double	getBandwidth()
Kernel	getKernel()
String[]	getOptions()
String	kernelTipText()
Enumeration<weka.core.Option>	listOptions()
void	setBandwidth(double bandwidth)
void	setKernel(Kernel kernel)
void	setOptions(String[] options)
String	toString()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface weka.estimators.density.DensityEstimator

getCDF, getPDF, getValues, getWeights

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

AbstractKernelEstimator

public AbstractKernelEstimator()

Method Detail

addValues

public void addValues(double[] data,
                      double[] weight)

Description copied from interface: DensityEstimator

Adds a set ov values into the estimator

Specified by:

addValues in interface DensityEstimator

addValue

public void addValue(double data,
                     double weight)

Specified by:

addValue in interface weka.estimators.IncrementalEstimator

kernelTipText

public String kernelTipText()

setKernel

public void setKernel(Kernel kernel)

Specified by:

setKernel in interface KernelDensityEstimator

getKernel

public Kernel getKernel()

Specified by:

getKernel in interface KernelDensityEstimator

bandwidthTipText

public String bandwidthTipText()

setBandwidth

public void setBandwidth(double bandwidth)

Specified by:

setBandwidth in interface KernelDensityEstimator

getBandwidth

public double getBandwidth()

Specified by:

getBandwidth in interface KernelDensityEstimator

listOptions

public Enumeration<weka.core.Option> listOptions()

Specified by:

listOptions in interface weka.core.OptionHandler

setOptions

public void setOptions(String[] options)
                throws Exception

Specified by:

setOptions in interface weka.core.OptionHandler

Throws:

Exception

getOptions

public String[] getOptions()

Specified by:

getOptions in interface weka.core.OptionHandler

toString

public String toString()

Overrides:

toString in class Object