FAIF - discretizer

Discretizer from faif.

Fast start

#include <iostream>
#include <sstream>
#include <string>

#include <boost/serialization/nvp.hpp>
#include <boost/archive/text_oarchive.hpp>
#include <boost/archive/text_iarchive.hpp>

#include <faif/timeseries/Discretizer.hpp>

using namespace std;
using namespace faif;
using namespace faif::timeseries;

int main() {

    const double TAB[] = { 0.0, 0.0, 0.0, 0.0, 0.0, 40.0, 50.0, 60.0, 100.0 };
    const int TAB_SIZE = sizeof(TAB) / sizeof(TAB[0]);
    std::vector<double> v(TAB, TAB + TAB_SIZE);

    /** two sections: <0.0, 31.25) and <31.25, 100) */
    Discretizer<double> s = createKMeansSections(v.begin(), v.end(), 2 ) ;

    ostringstream oss;
    boost::archive::text_oarchive oa(oss);
    oa << s;

    Discretizer<double> s2;

    std::istringstream iss(oss.str());
    boost::archive::text_iarchive ia(iss);
    ia >> s2;

    std::cout << (s2.discretize(0.0) == 0 )
              << (s2.discretize(31.0) == 0 )
              << (s2.discretize(32.0) == 1 )
              << (s2.discretize(200.0) == 1 )
              << std::endl;

    return 0;
}