weka.classifiers.functions.pace
Class DiscreteFunction

java.lang.Object
  weka.classifiers.functions.pace.DiscreteFunction

public class DiscreteFunction

extends java.lang.Object

Class for handling discrete functions.

A discrete function here is one that takes non-zero values over a finite set of points.

Version:

$Revision: 1.1 $

Author:

Yong Wang (yongwang@cs.waikato.ac.nz)

Field Summary

protected DoubleVector	points
protected DoubleVector	values

Constructor Summary

DiscreteFunction()
Constructs an empty discrete function

DiscreteFunction(DoubleVector p)
Constructs a discrete function with the point values provides and the function values are all 1/n.

DiscreteFunction(DoubleVector p, DoubleVector v)
Constructs a discrete function with both the point values and function values provided.

Method Summary

java.lang.Object	clone() Clones the discrete function
private DiscreteFunction	formalize()
double	getFunctionValue(int i) Gets a particular function value
protected DoubleVector	getFunctionValues() Gets all function values
double	getPointValue(int i) Gets a particular point value
protected DoubleVector	getPointValues() Gets all point values
boolean	isEmpty() Returns true if it is empty.
static void	main(java.lang.String[] args)
DiscreteFunction	normalize() Normalizes the function values with L1-norm.
DiscreteFunction	plus(DiscreteFunction d) Returns the combined of two discrete functions
DiscreteFunction	plusEquals(DiscreteFunction d) Returns the combined of two discrete functions.
void	setFunctionValue(int i, double v) Sets a particular function value
void	setPointValue(int i, double p) Sets a particular point value
int	size() Returns the size of the point set.
void	sort() Sorts the point values of the discrete function.
DiscreteFunction	timesEquals(double x) All function values are multiplied by a double
java.lang.String	toString() Converts the discrete function to string.
DiscreteFunction	unique() Makes each individual point value unique

Methods inherited from class java.lang.Object

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

Field Detail

points

protected DoubleVector points

values

protected DoubleVector values

Constructor Detail

DiscreteFunction

public DiscreteFunction()

Constructs an empty discrete function

DiscreteFunction

public DiscreteFunction(DoubleVector p)

Constructs a discrete function with the point values provides and the function values are all 1/n.

Parameters:

p - the point values

DiscreteFunction

public DiscreteFunction(DoubleVector p,
                        DoubleVector v)

Constructs a discrete function with both the point values and function values provided.

Parameters:

p - the point values

v - the function values

Method Detail

formalize

private DiscreteFunction formalize()

normalize

public DiscreteFunction normalize()

Normalizes the function values with L1-norm.

sort

public void sort()

Sorts the point values of the discrete function.

clone

public java.lang.Object clone()

Clones the discrete function

unique

public DiscreteFunction unique()

Makes each individual point value unique

size

public int size()

Returns the size of the point set.

getPointValue

public double getPointValue(int i)

Gets a particular point value

Parameters:

i - the index

getFunctionValue

public double getFunctionValue(int i)

Gets a particular function value

Parameters:

i - the index

setPointValue

public void setPointValue(int i,
                          double p)

Sets a particular point value

Parameters:

i - the index

setFunctionValue

public void setFunctionValue(int i,
                             double v)

Sets a particular function value

Parameters:

i - the index

getPointValues

protected DoubleVector getPointValues()

Gets all point values

getFunctionValues

protected DoubleVector getFunctionValues()

Gets all function values

isEmpty

public boolean isEmpty()

Returns true if it is empty.

plus

public DiscreteFunction plus(DiscreteFunction d)

Returns the combined of two discrete functions

Parameters:

d - the second discrete function

Returns:

the combined discrte function

plusEquals

public DiscreteFunction plusEquals(DiscreteFunction d)

Returns the combined of two discrete functions. The first function is replaced with the new one.

Parameters:

d - the second discrete function

Returns:

the combined discrte function

timesEquals

public DiscreteFunction timesEquals(double x)

All function values are multiplied by a double

Parameters:

x - the multiplier

toString

public java.lang.String toString()

Converts the discrete function to string.

main

public static void main(java.lang.String[] args)