edu.iu.dsc.tws.examples.ml.svm.util

Class BinaryBatchModel

java.lang.Object

edu.iu.dsc.tws.examples.ml.svm.util.Model

edu.iu.dsc.tws.examples.ml.svm.util.BinaryBatchModel

All Implemented Interfaces:

java.io.Serializable

public class BinaryBatchModel
extends Model

This class is an extended Model which is specialized to hold the parameters involved in the Binary Batch based training

See Also:

Serialized Form

Field Summary

Fields inherited from class edu.iu.dsc.tws.examples.ml.svm.util.Model

labels

Constructor Summary

Constructors

Constructor and Description
BinaryBatchModel()
BinaryBatchModel(int samples, int features, double[] labels, double[] w)
BinaryBatchModel(int samples, int features, double[] labels, double[] w, double[][] x)
BinaryBatchModel(int samples, int features, double[] labels, double[] w, double alpha, double[][] x)
BinaryBatchModel(int samples, int features, double[] labels, double[] w, double alpha, double[][] x, int iterations)

Method Summary

Modifier and Type	Method and Description
double	getAlpha()
int	getFeatures()
int	getIterations()
double[]	getLabels()
int	getSamples()
double[]	getW()
double[][]	getX()
double[]	getY()
void	saveModel(java.lang.String file)
void	setAlpha(double alpha)
void	setFeatures(int features)
void	setIterations(int iterations)
void	setSamples(int samples)
void	setW(double[] w)
void	setX(double[][] x)
void	setY(double[] y)
java.lang.String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

BinaryBatchModel

public BinaryBatchModel()

BinaryBatchModel

public BinaryBatchModel(int samples,
                        int features,
                        double[] labels,
                        double[] w)

BinaryBatchModel

public BinaryBatchModel(int samples,
                        int features,
                        double[] labels,
                        double[] w,
                        double[][] x)

BinaryBatchModel

public BinaryBatchModel(int samples,
                        int features,
                        double[] labels,
                        double[] w,
                        double alpha,
                        double[][] x)

BinaryBatchModel

public BinaryBatchModel(int samples,
                        int features,
                        double[] labels,
                        double[] w,
                        double alpha,
                        double[][] x,
                        int iterations)

Method Detail

getSamples

public int getSamples()

Overrides:

getSamples in class Model

setSamples

public void setSamples(int samples)

getFeatures

public int getFeatures()

Overrides:

getFeatures in class Model

setFeatures

public void setFeatures(int features)

getLabels

public double[] getLabels()

Overrides:

getLabels in class Model

getW

public double[] getW()

Overrides:

getW in class Model

setW

public void setW(double[] w)

getX

public double[][] getX()

setX

public void setX(double[][] x)

getY

public double[] getY()

setY

public void setY(double[] y)

getIterations

public int getIterations()

setIterations

public void setIterations(int iterations)

getAlpha

public double getAlpha()

Overrides:

getAlpha in class Model

setAlpha

public void setAlpha(double alpha)

Overrides:

setAlpha in class Model

saveModel

public void saveModel(java.lang.String file)

Specified by:

saveModel in class Model

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object