testHistogram.cpp File Reference

#include <iostream>
#include <vector>
#include "DGtal/math/Statistic.h"
#include "DGtal/math/Histogram.h"

Include dependency graph for testHistogram.cpp:

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Functions
double	getRandomNumber (double first, double last)
bool	testHistogramUniform ()
bool	testHistogramGaussian ()
bool	testHistogramGaussian2 ()
int	main (int, char **)

Detailed Description

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.

Author

Jacques-Olivier Lachaud (jacqu.nosp@m.es-o.nosp@m.livie.nosp@m.r.la.nosp@m.chaud.nosp@m.@uni.nosp@m.v-sav.nosp@m.oie..nosp@m.fr ) Laboratory of Mathematics (CNRS, UMR 5127), University of Savoie, France

Date

2013/10/25

Functions for testing class Histogram.

This file is part of the DGtal library.

Definition in file testHistogram.cpp.

Function Documentation

getRandomNumber()

double getRandomNumber	(	double	first,
		double	last )

Example of a test. To be completed.

Definition at line 48 of file testHistogram.cpp.

{
  double v = ((double)rand()) / (double) RAND_MAX;
  return v * ( last - first ) + first;
}

Referenced by testHistogramGaussian(), testHistogramGaussian2(), and testHistogramUniform().

main()

int main	(	int	,
		char **	)

Definition at line 116 of file testHistogram.cpp.

{
  trace.beginBlock ( "Testing class Histogram" );
 
  bool res = testHistogramUniform()
    && testHistogramGaussian()
    && testHistogramGaussian2();
  trace.emphase() << ( res ? "Passed." : "Error." ) << endl;
 
  trace.endBlock();
  return res ? 0 : 1;
}

References DGtal::Trace::beginBlock(), DGtal::Trace::emphase(), DGtal::Trace::endBlock(), testHistogramGaussian(), testHistogramGaussian2(), testHistogramUniform(), and DGtal::trace.

testHistogramGaussian()

bool testHistogramGaussian

(

)

Definition at line 73 of file testHistogram.cpp.

{
  unsigned int nbok = 0;
  unsigned int nb = 0;
  
  Statistic<double> stat( true );
  for(unsigned int k=0; k < 1000; k++)
    stat.addValue( getRandomNumber( -1.0, 1.0 ) + getRandomNumber( -1.0, 1.0 ) );
  stat.terminate();
  Histogram<double> hist;
  hist.init( Histogram<double>::Scott, stat );
  hist.addValues( stat.begin(), stat.end() );
  hist.terminate();
  for ( unsigned int i = 0; i < hist.size(); ++i )
    std::cout << i << " " << hist.pdf( i ) << " " << hist.cdf( i ) << std::endl;
  ++nb; nbok += hist.cdf( hist.size()-1 ) > 0.9999 ? 1 : 0;
  return nbok == nb;
}

References DGtal::Statistic< TQuantity >::addValue(), DGtal::Histogram< TQuantity, TBinner >::addValues(), DGtal::Statistic< TQuantity >::begin(), DGtal::Histogram< TQuantity, TBinner >::cdf(), DGtal::Statistic< TQuantity >::end(), getRandomNumber(), DGtal::Histogram< TQuantity, TBinner >::init(), DGtal::Histogram< TQuantity, TBinner >::pdf(), DGtal::Histogram< TQuantity, TBinner >::size(), DGtal::Histogram< TQuantity, TBinner >::terminate(), and DGtal::Statistic< TQuantity >::terminate().

Referenced by main().

testHistogramGaussian2()

bool testHistogramGaussian2

(

)

Definition at line 92 of file testHistogram.cpp.

{
  unsigned int nbok = 0;
  unsigned int nb = 0;
  
  Statistic<double> stat( true );
  for(unsigned int k=0; k < 1000; k++)
    stat.addValue( getRandomNumber( -1.0, 1.0 ) + getRandomNumber( -1.0, 1.0 )
                   + getRandomNumber( -1.0, 1.0 ) );
  stat.terminate();
  Histogram<double> hist;
  hist.init( Histogram<double>::Scott, stat );
  hist.addValues( stat.begin(), stat.end() );
  hist.terminate();
  for ( unsigned int i = 0; i < hist.size(); ++i )
    std::cout << i << " " << hist.pdf( i ) << " " << hist.cdf( i ) << std::endl;
  ++nb; nbok += hist.cdf( hist.size()-1 ) > 0.9999 ? 1 : 0;
  return nbok == nb;
}

References DGtal::Statistic< TQuantity >::addValue(), DGtal::Histogram< TQuantity, TBinner >::addValues(), DGtal::Statistic< TQuantity >::begin(), DGtal::Histogram< TQuantity, TBinner >::cdf(), DGtal::Statistic< TQuantity >::end(), getRandomNumber(), DGtal::Histogram< TQuantity, TBinner >::init(), DGtal::Histogram< TQuantity, TBinner >::pdf(), DGtal::Histogram< TQuantity, TBinner >::size(), DGtal::Histogram< TQuantity, TBinner >::terminate(), and DGtal::Statistic< TQuantity >::terminate().

Referenced by main().

testHistogramUniform()

bool testHistogramUniform

(

)

Definition at line 54 of file testHistogram.cpp.

{
  unsigned int nbok = 0;
  unsigned int nb = 0;
  
  Statistic<double> stat( true );
  for(unsigned int k=0; k < 1000; k++)
    stat.addValue( getRandomNumber( -1.0, 1.0 ) );
  stat.terminate();
  Histogram<double> hist;
  hist.init( Histogram<double>::Scott, stat );
  hist.addValues( stat.begin(), stat.end() );
  hist.terminate();
  for ( unsigned int i = 0; i < hist.size(); ++i )
    std::cout << i << " " << hist.pdf( i ) << " " << hist.cdf( i ) << std::endl;
  ++nb; nbok += hist.cdf( hist.size()-1 ) > 0.9999 ? 1 : 0;
  return nbok == nb;
}

References DGtal::Statistic< TQuantity >::addValue(), DGtal::Histogram< TQuantity, TBinner >::addValues(), DGtal::Statistic< TQuantity >::begin(), DGtal::Histogram< TQuantity, TBinner >::cdf(), DGtal::Statistic< TQuantity >::end(), getRandomNumber(), DGtal::Histogram< TQuantity, TBinner >::init(), DGtal::Histogram< TQuantity, TBinner >::pdf(), DGtal::Histogram< TQuantity, TBinner >::size(), DGtal::Histogram< TQuantity, TBinner >::terminate(), and DGtal::Statistic< TQuantity >::terminate().

Referenced by main().