FsmwClusterizer1DNameSpace Namespace Reference

Functions
template<class T >
std::pair< typename std::vector< Cluster1D< T > >::const_iterator, typename std::vector< Cluster1D< T > >::const_iterator >	fsmw (const std::vector< Cluster1D< T > > &values, double fraction)

Function Documentation

template<class T >

std::pair<typename std::vector<Cluster1D<T> >::const_iterator, typename std::vector<Cluster1D<T> >::const_iterator> FsmwClusterizer1DNameSpace::fsmw	(	const std::vector< Cluster1D< T > > &	values,
		double	fraction
	)

Definition at line 51 of file FsmwClusterizer1D.h.

References begin, gather_cfg::cout, end, HLT_2018_cff::fraction, FsmwClusterizer1D< T >::FsmwClusterizer1D(), mps_fire::i, createfilelist::int, EcalTangentSkim_cfg::o, position, runTheMatrix::ret, findQualityFiles::size, createBeamHaloJobs::stepsize, FsmwClusterizer1D< T >::theEstimator, FsmwClusterizer1D< T >::theFraction, FsmwClusterizer1D< T >::theNSigmaIn, contentValuesCheck::values, and w.

Referenced by FsmwClusterizer1D< T >::operator()().

                                                                {
    typedef Cluster1D<T> Cluster1D;
    typename std::vector<Cluster1D>::const_iterator begin = values.begin();
    typename std::vector<Cluster1D>::const_iterator end = values.end() - 1;

    while (true) {
#ifdef FsmwClusterizer1DDebug
      cout << "Begin at " << begin->position().value() << endl;
#endif

      const int size = (int)(end - begin);
#ifdef FsmwClusterizer1DDebug

      cout << "Size " << size << endl;
#endif

      int stepsize = (int)floor((1 + size) * fraction);
      if (stepsize == 0)
        stepsize = 1;
#ifdef FsmwClusterizer1DDebug

      cout << "Old end at " << end->position().value() << endl;
#endif

      end = begin + stepsize;
      typename std::vector<Cluster1D>::const_iterator new_begin = begin;
      typename std::vector<Cluster1D>::const_iterator new_end = end;

#ifdef FsmwClusterizer1DDebug

      cout << "New end at " << end->position().value() << endl;
      cout << "stepsize " << stepsize << endl;
#endif

      // Old version: used the weights of just the end points
      // double totalweight = begin->weight() + end->weight();

      // new version: sums up the weights of all points involved
      // _including_ the "end" point
      double totalweight = end->weight();
      for (typename std::vector<Cluster1D>::const_iterator w = begin; w != end; ++w) {
        totalweight += w->weight();
      };

      double div = fabs(end->position().value() - begin->position().value()) / totalweight;
#ifdef FsmwClusterizer1DDebug

      cout << "Div at " << begin->position().value() << ":" << (end)->position().value() << " = " << div << endl;
#endif

      for (typename std::vector<Cluster1D>::const_iterator i = (begin + 1); i != (begin + size - stepsize + 1); ++i) {
        // FIXME wrong
        // double tmpweight = i->weight() + (i+stepsize)->weight();
        //
        // new version: sums up the weights of all points in the interval
        // _including_ the end point (i+stepsize)
        double tmpweight = 0.;
        for (typename std::vector<Cluster1D>::const_iterator wt = i; wt != (i + stepsize + 1); ++wt) {
          tmpweight += wt->weight();
        };

        double tmpdiv = fabs(i->position().value() - (i + stepsize)->position().value()) / tmpweight;
#ifdef FsmwClusterizer1DDebug

        cout << "Div at " << i->position().value() << ":" << (i + stepsize)->position().value() << " = " << tmpdiv
             << endl;
#endif

        if (tmpdiv < div) {
          new_begin = i;
          new_end = i + stepsize;
          div = tmpdiv;
        };
      };
#ifdef FsmwClusterizer1DDebug

      cout << "---- new interval: " << new_begin->position().value() << ":" << new_end->position().value() << endl;
#endif

      begin = new_begin;
      end = new_end;
      if (size < 4)
        break;
    };

    std::pair<typename std::vector<Cluster1D>::const_iterator, typename std::vector<Cluster1D>::const_iterator> ret(
        begin, end);
    return ret;
  }