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Copy pathplot_data_ann_2.c
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plot_data_ann_2.c
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/*Double_t func(Double_t *x, Double_t *par) {
Double_t a = sqrt((par[0]*par[0])/(*x) + par[1]*par[1] + (par[2]*par[2])/((*x)*(*x)));
return a;
}
*/
void plot_data_ann_2() {
TCanvas *c1 = new TCanvas("graph1","graph1",200,10,700,500);
TCanvas *c2 = new TCanvas("graph2","graph2",200,10,700,500);
TCanvas *c3 = new TCanvas("graph3","graph3",200,10,700,500);
TCanvas *c4 = new TCanvas("graph4","graph4",200,10,700,500);
TCanvas *c5 = new TCanvas("graph5","graph5",200,10,700,500);
TCanvas *c6 = new TCanvas("graph6","graph6",200,10,700,500);
c1->SetGrid();
c2->SetGrid();
c3->SetGrid();
c4->SetGrid();
c5->SetGrid();
c6->SetGrid();
c1->SetTickx(1);
c1->SetTicky(1);
c2->SetTickx(1);
c2->SetTicky(1);
c3->SetTickx(1);
c3->SetTicky(1);
c4->SetTickx(1);
c4->SetTicky(1);
c5->SetTickx(1);
c5->SetTicky(1);
c6->SetTickx(1);
c6->SetTicky(1);
const Int_t n = 29; // 9
Float_t energy[ n ];
Float_t energyerror[ n ];
// for data
Float_t mean[ n ];
Float_t meanerror[ n ];
Float_t rms[ n ];
Float_t rmserror[ n ];
Float_t mean_hist90[ n ];
Float_t meanerror_hist90[ n ];
Float_t rms_hist90[ n ];
Float_t rmserror_hist90[ n ];
Float_t mean_mean[ n ];
// Float_t rms_mean[ n ];
Float_t mean_meanerror[ n ];
// Float_t rms_meanerror[ n ];
Float_t mean_sigma[ n ];
// Float_t rms_sigma[ n ];
Float_t mean_sigmaerror[ n ];
// Float_t rms_sigmaerror[ n ];
// Float_t mean_chi[ n ];
// Float_t rms_chi[ n ];
Float_t ratio_hist[ n ];
Float_t ratio_error_stat_hist[ n ];
Float_t ratio_error_sys_hist[ n ];
Float_t ratio_error_hist[ n ];
Float_t resolution_hist[ n ];
Float_t resolution_error_stat_hist[ n ];
Float_t resolution_error_sys_hist[ n ];
Float_t resolution_error_hist[ n ];
Float_t ratio_hist90[ n ];
Float_t ratio_error_stat_hist90[ n ];
Float_t ratio_error_sys_hist90[ n ];
Float_t ratio_error_hist90[ n ];
Float_t resolution_hist90[ n ];
Float_t resolution_error_stat_hist90[ n ];
Float_t resolution_error_sys_hist90[ n ];
Float_t resolution_error_hist90[ n ];
Float_t ratio[ n ];
Float_t ratio_error_stat[ n ];
Float_t ratio_error_sys[ n ];
Float_t ratio_error[ n ];
Float_t resolution[ n ];
Float_t resolution_error_stat[ n ];
Float_t resolution_error_sys[ n ];
Float_t resolution_error[ n ];
// for ann
Float_t mean2[ n ];
Float_t meanerror2[ n ];
Float_t rms2[ n ];
Float_t rmserror2[ n ];
Float_t mean_hist902[ n ];
Float_t meanerror_hist902[ n ];
Float_t rms_hist902[ n ];
Float_t rmserror_hist902[ n ];
Float_t mean_mean2[ n ];
// Float_t rms_mean2[ n ];
Float_t mean_meanerror2[ n ];
// Float_t rms_meanerror2[ n ];
Float_t mean_sigma2[ n ];
// Float_t rms_sigma2[ n ];
Float_t mean_sigmaerror2[ n ];
// Float_t rms_sigmaerror2[ n ];
// Float_t mean_chi2[ n ];
// Float_t rms_chi2[ n ];
Float_t ratio_hist2[ n ];
Float_t ratio_error_stat_hist2[ n ];
Float_t ratio_error_sys_hist2[ n ];
Float_t ratio_error_hist2[ n ];
Float_t resolution_hist2[ n ];
Float_t resolution_error_stat_hist2[ n ];
Float_t resolution_error_sys_hist2[ n ];
Float_t resolution_error_hist2[ n ];
Float_t ratio_hist902[ n ];
Float_t ratio_error_stat_hist902[ n ];
Float_t ratio_error_sys_hist902[ n ];
Float_t ratio_error_hist902[ n ];
Float_t resolution_hist902[ n ];
Float_t resolution_error_stat_hist902[ n ];
Float_t resolution_error_sys_hist902[ n ];
Float_t resolution_error_hist902[ n ];
Float_t ratio2[ n ];
Float_t ratio_error_stat2[ n ];
Float_t ratio_error_sys2[ n ];
Float_t ratio_error2[ n ];
Float_t resolution2[ n ];
Float_t resolution_error_stat2[ n ];
Float_t resolution_error_sys2[ n ];
Float_t resolution_error2[ n ];
Float_t lin1_sys[ n ];
Float_t lin2_sys[ n ];
Float_t abs_sys[ n ];
Float_t rel_sys[ n ];
// for difference
Float_t ratio_abs_hist[ n ];
Float_t ratio_abs_error_stat_hist[ n ];
Float_t ratio_abs_error_sys_hist[ n ];
Float_t ratio_abs_error_hist[ n ];
Float_t ratio_abs_hist90[ n ];
Float_t ratio_abs_error_stat_hist90[ n ];
Float_t ratio_abs_error_sys_hist90[ n ];
Float_t ratio_abs_error_hist90[ n ];
Float_t ratio_abs[ n ];
Float_t ratio_abs_error_stat[ n ];
Float_t ratio_abs_error_sys[ n ];
Float_t ratio_abs_error[ n ];
Float_t ratio_abs_other_hist[ n ];
Float_t ratio_abs_other_error_stat_hist[ n ];
Float_t ratio_abs_other_error_sys_hist[ n ];
Float_t ratio_abs_other_error_hist[ n ];
Float_t ratio_abs_other_hist90[ n ];
Float_t ratio_abs_other_error_stat_hist90[ n ];
Float_t ratio_abs_other_error_sys_hist90[ n ];
Float_t ratio_abs_other_error_hist90[ n ];
Float_t ratio_abs_other[ n ];
Float_t ratio_abs_other_error_stat[ n ];
Float_t ratio_abs_other_error_sys[ n ];
Float_t ratio_abs_other_error[ n ];
for( int i = 0; i < n; i++ ) {
energy[ i ] = 0.0;
energyerror[ i ] = 0.0;
// for data
mean[ i ] = 0.0;
meanerror[ i ] = 0.0;
rms[ i ] = 0.0;
rmserror[ i ] = 0.0;
mean_hist90[ i ] = 0.0;
meanerror_hist90[ i ] = 0.0;
rms_hist90[ i ] = 0.0;
rmserror_hist90[ i ] = 0.0;
mean_mean[ i ] = 0.0;
// rms_mean[ i ] = 0.0;
mean_meanerror[ i ] = 0.0;
// rms_meanerror[ i ] = 0.0;
mean_sigma[ i ] = 0.0;
// rms_sigma[ i ] = 0.0;
mean_sigmaerror[ i ] = 0.0;
// rms_sigmaerror[ i ] = 0.0;
// mean_chi[ i ] = 0.0;
// rms_chi[ i ] = 0.0;
ratio_hist[ i ] = 0.0;
ratio_error_stat_hist[ i ] = 0.0;
ratio_error_sys_hist[ i ] = 0.0;
ratio_error_hist[ i ] = 0.0;
resolution_hist[ i ] = 0.0;
resolution_error_stat_hist[ i ] = 0.0;
resolution_error_sys_hist[ i ] = 0.0;
resolution_error_hist[ i ] = 0.0;
ratio_hist90[ i ] = 0.0;
ratio_error_stat_hist90[ i ] = 0.0;
ratio_error_sys_hist90[ i ] = 0.0;
ratio_error_hist90[ i ] = 0.0;
resolution_hist90[ i ] = 0.0;
resolution_error_stat_hist90[ i ] = 0.0;
resolution_error_sys_hist90[ i ] = 0.0;
resolution_error_hist90[ i ] = 0.0;
ratio[ i ] = 0.0;
ratio_error_stat[ i ] = 0.0;
ratio_error_sys[ i ] = 0.0;
ratio_error[ i ] = 0.0;
resolution[ i ] = 0.0;
resolution_error_stat[ i ] = 0.0;
resolution_error_sys[ i ] = 0.0;
resolution_error[ i ] = 0.0;
// for ann
mean2[ i ] = 0.0;
meanerror2[ i ] = 0.0;
rms2[ i ] = 0.0;
rmserror2[ i ] = 0.0;
mean_hist902[ i ] = 0.0;
meanerror_hist902[ i ] = 0.0;
rms_hist902[ i ] = 0.0;
rmserror_hist902[ i ] = 0.0;
mean_mean2[ i ] = 0.0;
// rms_mean2[ i ] = 0.0;
mean_meanerror2[ i ] = 0.0;
// rms_meanerror2[ i ] = 0.0;
mean_sigma2[ i ] = 0.0;
// rms_sigma2[ i ] = 0.0;
mean_sigmaerror2[ i ] = 0.0;
// rms_sigmaerror2[ i ] = 0.0;
// mean_chi2[ i ] = 0.0;
// rms_chi2[ i ] = 0.0;
ratio_hist2[ i ] = 0.0;
ratio_error_stat_hist2[ i ] = 0.0;
ratio_error_sys_hist2[ i ] = 0.0;
ratio_error_hist2[ i ] = 0.0;
resolution_hist2[ i ] = 0.0;
resolution_error_stat_hist2[ i ] = 0.0;
resolution_error_sys_hist2[ i ] = 0.0;
resolution_error_hist2[ i ] = 0.0;
ratio_hist902[ i ] = 0.0;
ratio_error_stat_hist902[ i ] = 0.0;
ratio_error_sys_hist902[ i ] = 0.0;
ratio_error_hist902[ i ] = 0.0;
resolution_hist902[ i ] = 0.0;
resolution_error_stat_hist902[ i ] = 0.0;
resolution_error_sys_hist902[ i ] = 0.0;
resolution_error_hist902[ i ] = 0.0;
ratio2[ i ] = 0.0;
ratio_error_stat2[ i ] = 0.0;
ratio_error_sys2[ i ] = 0.0;
ratio_error2[ i ] = 0.0;
resolution2[ i ] = 0.0;
resolution_error_stat2[ i ] = 0.0;
resolution_error_sys2[ i ] = 0.0;
resolution_error2[ i ] = 0.0;
lin1_sys[ i ] = 0.0;
lin2_sys[ i ] = 0.0;
abs_sys[ i ] = 0.0;
rel_sys[ i ] = 0.0;
// for difference
ratio_abs_hist[ i ] = 0.0;
ratio_abs_error_stat_hist[ i ] = 0.0;
ratio_abs_error_sys_hist[ i ] = 0.0;
ratio_abs_error_hist[ i ] = 0.0;
ratio_abs_hist90[ i ] = 0.0;
ratio_abs_error_stat_hist90[ i ] = 0.0;
ratio_abs_error_sys_hist90[ i ] = 0.0;
ratio_abs_error_hist90[ i ] = 0.0;
ratio_abs[ i ] = 0.0;
ratio_abs_error_stat[ i ] = 0.0;
ratio_abs_error_sys[ i ] = 0.0;
ratio_abs_error[ i ] = 0.0;
ratio_abs_other_hist[ i ] = 0.0;
ratio_abs_other_error_stat_hist[ i ] = 0.0;
ratio_abs_other_error_sys_hist[ i ] = 0.0;
ratio_abs_other_error_hist[ i ] = 0.0;
ratio_abs_other_hist90[ i ] = 0.0;
ratio_abs_other_error_stat_hist90[ i ] = 0.0;
ratio_abs_other_error_sys_hist90[ i ] = 0.0;
ratio_abs_other_error_hist90[ i ] = 0.0;
ratio_abs_other[ i ] = 0.0;
ratio_abs_other_error_stat[ i ] = 0.0;
ratio_abs_other_error_sys[ i ] = 0.0;
ratio_abs_other_error[ i ] = 0.0;
}
// for data
FILE *file1 = fopen("out_data.txt", "r");
if ( !(long)file1 ) return;
// for ann
FILE *file2 = fopen("out_ann.txt", "r");
if ( !(long)file2 ) return;
// for systematic
FILE *file3 = fopen("systematic.txt", "r");
if ( !(long)file2 ) return;
// for data
for ( int i = 0; i < n; i++ ) {
fscanf( file1, "%f %E %E %E %E %E %E %E %E %E %E %E %E\n", &energy[i], &mean_hist90[i], &meanerror_hist90[i], &rms_hist90[i], &rmserror_hist90[i], &mean[i], &meanerror[i], &rms[i], &rmserror[i], &mean_mean[i], &mean_meanerror[i], &mean_sigma[i], &mean_sigmaerror[i] );
if ( feof( file1 ) ) break;
}
// for ann
for ( int i = 0; i < n; i++ ) {
fscanf( file2, "%f %E %E %E %E %E %E %E %E %E %E %E %E\n", &energy[i], &mean_hist902[i], &meanerror_hist902[i], &rms_hist902[i], &rmserror_hist902[i], &mean2[i], &meanerror2[i], &rms2[i], &rmserror2[i], &mean_mean2[i], &mean_meanerror2[i], &mean_sigma2[i], &mean_sigmaerror2[i] );
if ( feof( file2 ) ) break;
}
// for systematic
for ( int i = 0; i < n; i++ ) {
fscanf( file3, "%f %E %E %E %E\n", &energy[i], &lin1_sys[i], &lin2_sys[i], &abs_sys[i], &rel_sys[i] );
if ( feof( file3 ) ) break;
}
for ( int i = 0; i < n; i++ ) {
// for data
ratio_hist[ i ] = ( mean[i] - energy[i] ) / energy[i];
ratio_error_stat_hist[ i ] = sqrt( pow( (meanerror[i]) / (energy[i]), 2 ) + pow( (mean[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys_hist[ i ] = 0.0;
ratio_error_hist[ i ] = sqrt( ( pow( ratio_error_stat_hist[ i ], 2 ) ) + ( pow( ratio_error_sys_hist[ i ], 2 ) ) );
ratio_hist90[ i ] = ( mean_hist90[i] - energy[i] ) / energy[i];
ratio_error_stat_hist90[ i ] = sqrt( pow( (meanerror_hist90[i]) / (energy[i]), 2 ) + pow( (mean_hist90[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys_hist90[ i ] = 0.0;
ratio_error_hist90[ i ] = sqrt( ( pow( ratio_error_stat_hist90[ i ], 2 ) ) + ( pow( ratio_error_sys_hist90[ i ], 2 ) ) );
ratio[ i ] = ( mean_mean[i] - energy[i] ) / energy[i];
ratio_error_stat[ i ] = sqrt( pow( (mean_meanerror[i]) / (energy[i]), 2 ) + pow( (mean_mean[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys[ i ] = 0.0;
ratio_error[ i ] = sqrt( ( pow( ratio_error_stat[ i ], 2 ) ) + ( pow( ratio_error_sys[ i ], 2 ) ) );
resolution_hist[ i ] = rms[i] / mean[i];
resolution_error_stat_hist[ i ] = sqrt( pow( (rmserror[i]) / (mean[i]), 2 ) + pow( (rms[i] * meanerror[i]) / (mean[i] * mean[i]), 2 ) );
resolution_error_sys_hist[ i ] = 0.0;
resolution_error_hist[ i ] = sqrt( ( pow( resolution_error_stat_hist[ i ], 2 ) ) + ( pow( resolution_error_sys_hist[ i ], 2 ) ) );
resolution_hist90[ i ] = rms_hist90[i] / mean_hist90[i];
resolution_error_stat_hist90[ i ] = sqrt( pow( (rmserror_hist90[i]) / (mean_hist90[i]), 2 ) + pow( (rms_hist90[i] * meanerror_hist90[i]) / (mean_hist90[i] * mean_hist90[i]), 2 ) );
resolution_error_sys_hist90[ i ] = 0.0;
resolution_error_hist90[ i ] = sqrt( ( pow( resolution_error_stat_hist90[ i ], 2 ) ) + ( pow( resolution_error_sys_hist90[ i ], 2 ) ) );
resolution[ i ] = mean_sigma[i] / mean_mean[i];
resolution_error_stat[ i ] = sqrt( pow( (mean_sigmaerror[i]) / (mean_mean[i]), 2 ) + pow( (mean_sigma[i] * mean_meanerror[i]) / (mean_mean[i] * mean_mean[i]), 2 ) );
resolution_error_sys[ i ] = 0.0;
resolution_error[ i ] = sqrt( ( pow( resolution_error_stat[ i ], 2 ) ) + ( pow( resolution_error_sys[ i ], 2 ) ) );
// for ann
ratio_hist2[ i ] = ( mean2[i] - energy[i] ) / energy[i];
ratio_error_stat_hist2[ i ] = sqrt( pow( (meanerror2[i]) / (energy[i]), 2 ) + pow( (mean2[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys_hist2[ i ] = 0.0;
ratio_error_hist2[ i ] = sqrt( ( pow( ratio_error_stat_hist2[ i ], 2 ) ) + ( pow( ratio_error_sys_hist2[ i ], 2 ) ) );
ratio_hist902[ i ] = ( mean_hist902[i] - energy[i] ) / energy[i];
ratio_error_stat_hist902[ i ] = sqrt( pow( (meanerror_hist902[i]) / (energy[i]), 2 ) + pow( (mean_hist902[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys_hist902[ i ] = 0.0;
ratio_error_hist902[ i ] = sqrt( ( pow( ratio_error_stat_hist902[ i ], 2 ) ) + ( pow( ratio_error_sys_hist902[ i ], 2 ) ) );
ratio2[ i ] = ( mean_mean2[i] - energy[i] ) / energy[i];
ratio_error_stat2[ i ] = sqrt( pow( (mean_meanerror2[i]) / (energy[i]), 2 ) + pow( (mean_mean2[i] * energyerror[i]) / (energy[i] * energy[i]), 2 ) );
ratio_error_sys2[ i ] = 0.0;
ratio_error2[ i ] = sqrt( ( pow( ratio_error_stat2[ i ], 2 ) ) + ( pow( ratio_error_sys2[ i ], 2 ) ) );
resolution_hist2[ i ] = rms2[i] / mean2[i];
resolution_error_stat_hist2[ i ] = sqrt( pow( (rmserror2[i]) / (mean2[i]), 2 ) + pow( (rms2[i] * meanerror2[i]) / (mean2[i] * mean2[i]), 2 ) );
resolution_error_sys_hist2[ i ] = 0.0;
resolution_error_hist2[ i ] = sqrt( ( pow( resolution_error_stat_hist2[ i ], 2 ) ) + ( pow( resolution_error_sys_hist2[ i ], 2 ) ) );
resolution_hist902[ i ] = rms_hist902[i] / mean_hist902[i];
resolution_error_stat_hist902[ i ] = sqrt( pow( (rmserror_hist902[i]) / (mean_hist902[i]), 2 ) + pow( (rms_hist902[i] * meanerror_hist902[i]) / (mean_hist902[i] * mean_hist902[i]), 2 ) );
resolution_error_sys_hist902[ i ] = 0.0;
resolution_error_hist902[ i ] = sqrt( ( pow( resolution_error_stat_hist902[ i ], 2 ) ) + ( pow( resolution_error_sys_hist902[ i ], 2 ) ) );
resolution2[ i ] = mean_sigma2[i] / mean_mean2[i];
resolution_error_stat2[ i ] = sqrt( pow( (mean_sigmaerror2[i]) / (mean_mean2[i]), 2 ) + pow( (mean_sigma2[i] * mean_meanerror2[i]) / (mean_mean2[i] * mean_mean2[i]), 2 ) );
resolution_error_sys2[ i ] = 0.0;
resolution_error2[ i ] = sqrt( ( pow( resolution_error_stat2[ i ], 2 ) ) + ( pow( resolution_error_sys2[ i ], 2 ) ) );
// for difference
ratio_abs_hist[ i ] = ( rms2[i] - rms[i] ) / rms[i];
ratio_abs_error_stat_hist[ i ] = sqrt( pow( (rmserror2[i]) / (rms[i]), 2 ) + pow( (rms2[i] * rmserror[i]) / (rms[i] * rms[i]), 2 ) );
ratio_abs_error_sys_hist[ i ] = 0.0;
ratio_abs_error_hist[ i ] = sqrt( ( pow( ratio_abs_error_stat_hist[ i ], 2 ) ) + ( pow( ratio_abs_error_sys_hist[ i ], 2 ) ) );
ratio_abs_hist90[ i ] = ( rms_hist902[i] - rms_hist90[i] ) / rms_hist90[i];
ratio_abs_error_stat_hist90[ i ] = sqrt( pow( (rmserror_hist902[i]) / (rms_hist90[i]), 2 ) + pow( (rms_hist902[i] * rmserror_hist90[i]) / (rms_hist90[i] * rms_hist90[i]), 2 ) );
ratio_abs_error_sys_hist90[ i ] = 0.0;
ratio_abs_error_hist90[ i ] = sqrt( ( pow( ratio_abs_error_stat_hist90[ i ], 2 ) ) + ( pow( ratio_abs_error_sys_hist90[ i ], 2 ) ) );
ratio_abs[ i ] = ( mean_sigma2[i] - mean_sigma[i] ) / mean_sigma[i];
ratio_abs_error_stat[ i ] = sqrt( pow( (mean_sigmaerror2[i]) / (mean_sigma[i]), 2 ) + pow( (mean_sigma2[i] * mean_sigmaerror[i]) / (mean_sigma[i] * mean_sigma[i]), 2 ) );
ratio_abs_error_sys[ i ] = 0.0;
ratio_abs_error[ i ] = sqrt( ( pow( ratio_abs_error_stat[ i ], 2 ) ) + ( pow( ratio_abs_error_sys[ i ], 2 ) ) );
ratio_abs_other_hist[ i ] = rms2[i] / rms[i];
ratio_abs_other_error_stat_hist[ i ] = sqrt( pow( (rmserror2[i]) / (rms[i]), 2 ) + pow( (rms2[i] * rmserror[i]) / (rms[i] * rms[i]), 2 ) );
ratio_abs_other_error_sys_hist[ i ] = 0.0;
ratio_abs_other_error_hist[ i ] = sqrt( ( pow( ratio_abs_other_error_stat_hist[ i ], 2 ) ) + ( pow( ratio_abs_other_error_sys_hist[ i ], 2 ) ) );
ratio_abs_other_hist90[ i ] = rms_hist902[i] / rms_hist90[i];
ratio_abs_other_error_stat_hist90[ i ] = sqrt( pow( (rmserror_hist902[i]) / (rms_hist90[i]), 2 ) + pow( (rms_hist902[i] * rmserror_hist90[i]) / (rms_hist90[i] * rms_hist90[i]), 2 ) );
ratio_abs_other_error_sys_hist90[ i ] = 0.0;
ratio_abs_other_error_hist90[ i ] = sqrt( ( pow( ratio_abs_other_error_stat_hist90[ i ], 2 ) ) + ( pow( ratio_abs_other_error_sys_hist90[ i ], 2 ) ) );
ratio_abs_other[ i ] = mean_sigma2[i] / mean_sigma[i];
ratio_abs_other_error_stat[ i ] = sqrt( pow( (mean_sigmaerror2[i]) / (mean_sigma[i]), 2 ) + pow( (mean_sigma2[i] * mean_sigmaerror[i]) / (mean_sigma[i] * mean_sigma[i]), 2 ) );
ratio_abs_other_error_sys[ i ] = 0.0;
ratio_abs_other_error[ i ] = sqrt( ( pow( ratio_abs_other_error_stat[ i ], 2 ) ) + ( pow( ratio_abs_other_error_sys[ i ], 2 ) ) );
}
/* printf( "\n" );
for (int i = 0; i < n; i++) {
printf( " mean_hist90 === %f \n", mean_hist90[i] );
printf( " rms_hist90 === %f \n", rms_hist90[i] );
printf( " mean_hist95 === %f \n", mean_hist95[i] );
printf( " rms_hist95 === %f \n", rms_hist95[i] );
printf( " mean90 === %f \n", mean90[i] );
printf( " rms90 === %f \n", rms90[i] );
printf( " mean95 === %f \n", mean95[i] );
printf( " rms95 === %f \n", rms95[i] );
printf( "\n" );
printf( " ratio_hist90 === %f \n", ratio_hist90[i] );
printf( " ratio_error_hist90 === %f \n", ratio_error_hist90[i] );
printf( " resolution_hist90 === %f \n", resolution_hist90[i] );
printf( " resolution_error_hist90 === %f \n", resolution_error_hist90[i] );
printf( " ratio_hist95 === %f \n", ratio_hist95[i] );
printf( " ratio_error_hist95 === %f \n", ratio_error_hist95[i] );
printf( " resolution_hist95 === %f \n", resolution_hist95[i] );
printf( " resolution_error_hist95 === %f \n", resolution_error_hist95[i] );
printf( " ratio90 === %f \n", ratio90[i] );
printf( " ratio_error90 === %f \n", ratio_error90[i] );
printf( " resolution90 === %f \n", resolution90[i] );
printf( " resolution_error90 === %f \n", resolution_error90[i] );
printf( " ratio95 === %f \n", ratio95[i] );
printf( " ratio_error95 === %f \n", ratio_error95[i] );
printf( " resolution95 === %f \n", resolution95[i] );
printf( " resolution_error95 === %f \n", resolution_error95[i] );
printf( "\n" );
printf( "\n" );
printf( "\n" );
}
*/
printf( "\n" );
for (int i = 0; i < n; i++) {
printf( " %f ", energy[i] );
printf( " %f ", energyerror[i] );
// for data
printf( " %f ", mean[i] );
printf( " %f ", meanerror[i] );
printf( " %f ", rms[i] );
printf( " %f ", rmserror[i] );
printf( " %f ", mean_hist90[i] );
printf( " %f ", meanerror_hist90[i] );
printf( " %f ", rms_hist90[i] );
printf( " %f ", rmserror_hist90[i] );
printf( " %f ", ratio_hist[i] );
printf( " %f ", ratio_error_hist[i] );
printf( " %f ", resolution_hist[i] );
printf( " %f ", resolution_error_hist[i] );
printf( " %f ", ratio_hist90[i] );
printf( " %f ", ratio_error_hist90[i] );
printf( " %f ", resolution_hist90[i] );
printf( " %f ", resolution_error_hist90[i] );
printf( " %f ", mean_mean[i] );
printf( " %f ", mean_meanerror[i] );
printf( " %f ", mean_sigma[i] );
printf( " %f ", mean_sigmaerror[i] );
printf( " %f ", ratio[i] );
printf( " %f ", ratio_error[i] );
printf( " %f ", resolution[i] );
printf( " %f ", resolution_error[i] );
printf( "\n" );
printf( "\n" );
printf( "\n" );
// for ann
printf( " %f ", mean2[i] );
printf( " %f ", meanerror2[i] );
printf( " %f ", rms2[i] );
printf( " %f ", rmserror2[i] );
printf( " %f ", mean_hist902[i] );
printf( " %f ", meanerror_hist902[i] );
printf( " %f ", rms_hist902[i] );
printf( " %f ", rmserror_hist902[i] );
printf( " %f ", ratio_hist2[i] );
printf( " %f ", ratio_error_hist2[i] );
printf( " %f ", resolution_hist2[i] );
printf( " %f ", resolution_error_hist2[i] );
printf( " %f ", ratio_hist902[i] );
printf( " %f ", ratio_error_hist902[i] );
printf( " %f ", resolution_hist902[i] );
printf( " %f ", resolution_error_hist902[i] );
printf( " %f ", mean_mean2[i] );
printf( " %f ", mean_meanerror2[i] );
printf( " %f ", mean_sigma2[i] );
printf( " %f ", mean_sigmaerror2[i] );
printf( " %f ", ratio2[i] );
printf( " %f ", ratio_error2[i] );
printf( " %f ", resolution2[i] );
printf( " %f ", resolution_error2[i] );
printf( "\n" );
printf( "\n" );
printf( "\n" );
}
TGraphErrors *agr;
TGraphErrors *bgr;
TGraphErrors *cgr;
TGraphErrors *dgr;
char fname[ 100 ];
for ( int i = 0; i < 100; i++ ) fname[ i ] = 0;
c1->cd();
agr = new TGraphErrors( n, energy, ratio_hist90, energyerror, ratio_error_sys_hist90 );
agr->GetYaxis()->SetTitle("( E_{reco} - E_{true} ) / E_{true}");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, ratio_hist90, energyerror, ratio_error_stat_hist90 );
bgr->GetYaxis()->SetTitle("( E_{reco} - E_{true} ) / E_{true}");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
cgr = new TGraphErrors( n, energy, ratio_hist902, energyerror, lin1_sys ); // lin1_sys
cgr->GetYaxis()->SetTitle("( E_{reco} - E_{true} ) / E_{true}");
cgr->GetXaxis()->SetTitle("E_{true}, GeV");
dgr = new TGraphErrors( n, energy, ratio_hist902, energyerror, ratio_error_stat_hist902 );
dgr->GetYaxis()->SetTitle("( E_{reco} - E_{true} ) / E_{true}");
dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Linearity (Single K0_{L} in ILD)" );
agr->GetYaxis()->SetRangeUser(-0.4, 0.3);
agr->SetTitle(fname);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c1->Update();
c2->cd();
agr = new TGraphErrors( n, energy, mean_hist90, energyerror, energyerror );
agr->GetYaxis()->SetTitle("E_{reco}, GeV");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, mean_hist90, energyerror, meanerror_hist90 );
bgr->GetYaxis()->SetTitle("E_{reco}, GeV");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
cgr = new TGraphErrors( n, energy, mean_hist902, energyerror, lin2_sys ); // lin2_sys
cgr->GetYaxis()->SetTitle("E_{reco}, GeV");
cgr->GetXaxis()->SetTitle("E_{true}, GeV");
dgr = new TGraphErrors( n, energy, mean_hist902, energyerror, meanerror_hist902 );
dgr->GetYaxis()->SetTitle("E_{reco}, GeV");
dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Linearity 2 (Single K0_{L} in ILD)" );
agr->GetYaxis()->SetRangeUser(0.0, 130.0);
agr->SetTitle(fname);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c2->Update();
c3->cd();
agr = new TGraphErrors( n, energy, rms_hist90, energyerror, energyerror );
agr->GetYaxis()->SetTitle("#DeltaE_{reco}, GeV");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, rms_hist90, energyerror, rmserror_hist90 );
bgr->GetYaxis()->SetTitle("#DeltaE_{reco}, GeV");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
cgr = new TGraphErrors( n, energy, rms_hist902, energyerror, abs_sys ); // abs_sys
cgr->GetYaxis()->SetTitle("#DeltaE_{reco}, GeV");
cgr->GetXaxis()->SetTitle("E_{true}, GeV");
dgr = new TGraphErrors( n, energy, rms_hist902, energyerror, rmserror_hist902 );
dgr->GetYaxis()->SetTitle("#DeltaE_{reco}, GeV");
dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Absolute energy resolution (Single K0_{L} in ILD)" );
agr->GetYaxis()->SetRangeUser(0.0, 9.0);
agr->SetTitle(fname);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c3->Update();
c4->cd();
Int_t nnn = n - 1;
Float_t energyttt[nnn];
Float_t energyerrorttt[nnn];
Float_t resolution_hist90ttt[nnn];
Float_t resolution_hist902ttt[nnn];
Float_t resolution_error_sys_hist90ttt[nnn];
Float_t resolution_error_stat_hist90ttt[nnn];
Float_t rel_systtt[nnn];
Float_t resolution_error_stat_hist902ttt[nnn];
for (int i = 0; i < nnn; i++) {
energyttt[i] = 0.0;
energyerrorttt[i] = 0.0;
resolution_hist90ttt[i] = 0.0;
resolution_hist902ttt[i] = 0.0;
resolution_error_sys_hist90ttt[i] = 0.0;
resolution_error_stat_hist90ttt[i] = 0.0;
rel_systtt[i] = 0.0;
resolution_error_stat_hist902ttt[i] = 0.0;
}
for (int i = 1; i < n; i++) {
energyttt[i-1] = energy[i];
energyerrorttt[i-1] = energyerror[i];
resolution_hist90ttt[i-1] = resolution_hist90[i];
resolution_hist902ttt[i-1] = resolution_hist902[i];
resolution_error_sys_hist90ttt[i-1] = resolution_error_sys_hist90[i];
resolution_error_stat_hist90ttt[i-1] = resolution_error_stat_hist90[i];
rel_systtt[i-1] = rel_sys[i];
resolution_error_stat_hist902ttt[i-1] = resolution_error_stat_hist902[i];
}
agr = new TGraphErrors( n, energy, resolution_hist90, energyerror, resolution_error_sys_hist90 );
agr->GetYaxis()->SetTitle("#DeltaE_{reco} / E_{reco}");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, resolution_hist90, energyerror, resolution_error_stat_hist90 );
bgr->GetYaxis()->SetTitle("#DeltaE_{reco} / E_{reco}");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
cgr = new TGraphErrors( n, energy, resolution_hist902, energyerror, rel_sys ); // rel_sys
cgr->GetYaxis()->SetTitle("#DeltaE_{reco} / E_{reco}");
cgr->GetXaxis()->SetTitle("E_{true}, GeV");
dgr = new TGraphErrors( n, energy, resolution_hist902, energyerror, resolution_error_stat_hist902 );
dgr->GetYaxis()->SetTitle("#DeltaE_{reco} / E_{reco}");
dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Relative energy resolution (Single K0_{L} in ILD)" );
agr->GetYaxis()->SetRangeUser(0.0, 0.45);
agr->SetTitle(fname);
//TFormula *my_formula2 = new TFormula("my_formula2","[0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x)");
//TFormula *my_formula = new TFormula("my_formula","TMath::Power([0], 2)/x + TMath::Power([1], 2) + TMath::Power([2], 2)/(TMath::Power(x, 2))");
//TF1 *f0 = new TF1("f0", "sqrt([0]*[0]/x + [1]*[1])" );
//TF1 *f1 = new TF1("f1", "sqrt([0]*[0]/x + [1]*[1])" );
//TF1 *f2 = new TF1("f2", "sqrt([0]*[0]/x + [1]*[1])" );
//TF1 *f3 = new TF1("f3", "sqrt([0]*[0]/x + [1]*[1])" );
//TF1 *f4 = new TF1("f4", "sqrt([0]*[0]/x + [1]*[1])" );
//TF1 *f0 = new TF1("f0", "sqrt([0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x))" );
TF1 *f1 = new TF1("f1", "sqrt([0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x))" );
//TF1 *f2 = new TF1("f2", "sqrt([0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x))" );
//TF1 *f3 = new TF1("f3", "sqrt([0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x))" );
//TF1 *f4 = new TF1("f4", "sqrt([0]*[0]/x + [1]*[1] + ([2]*[2])/(x*x))" );
//TF1 *f1 = new TF1("f1", "my_formula" );
cout << "Data_stat_fit:" << endl;
//f1 -> SetParameter(2, 0.0);
//f1 -> SetParameter(1, 0.0);
//f1 -> SetParameter(2, 0.0);
bgr -> Fit( f1 );
cout << "Ann_stat_fit:" << endl;
//f2 -> SetParameter(2, 0.3);
dgr -> Fit( f1 );
cout << "Ann_sys_fit:" << endl;
//f2 -> SetParameter(2, 0.3);
cgr -> Fit( f1 );
//f1->SetLineColor(kBlue);
// cout << "Fit:" << endl;
//f1 -> SetParameter(0, 0.0);
//f1 -> SetParameter(1, 0.0);
//f1 -> SetParameter(2, 0.0);
// agr -> Fit( f1 );
// cout << "Hist90_2:" << endl;
//f2 -> SetParameter(2, 0.3);
// bgr -> Fit( f1 );
// cout << "Hist95_2:" << endl;
//f3 -> SetParameter(2, 0.3);
// cgr -> Fit( f1 );
// cout << "Hist:" << endl;
//f4 -> SetParameter(2, 0.3);
// dgr -> Fit( f1 );
//f1->SetLineColor(kBlue);
//f1->SetLineColor(kRed);
//f1->SetLineColor(kGreen);
//f1->SetLineColor(kMagenta);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c4->Update();
c5->cd();
agr = new TGraphErrors( n, energy, ratio_abs_hist90, energyerror, ratio_abs_error_sys_hist90 );
agr->GetYaxis()->SetTitle("( #DeltaE_{dnn} - #DeltaE_{reco} ) / #DeltaE_{reco}");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, ratio_abs_hist90, energyerror, ratio_abs_error_stat_hist90 );
bgr->GetYaxis()->SetTitle("( #DeltaE_{dnn} - #DeltaE_{reco} ) / #DeltaE_{reco}");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
// cgr = new TGraphErrors( n, energy, ratio_abs_hist90, energyerror, ratio_abs_error_sys_hist90 );
// cgr->GetYaxis()->SetTitle("( #DeltaE_{ann} - #DeltaE_{reco} ) / #DeltaE_{reco}");
// cgr->GetXaxis()->SetTitle("E_{true}, GeV");
// dgr = new TGraphErrors( n, energy, ratio_abs_hist90, energyerror, ratio_abs_error_stat_hist90 );
// dgr->GetYaxis()->SetTitle("( #DeltaE_{ann} - #DeltaE_{reco} ) / #DeltaE_{reco}");
// dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Absolute difference (Single K0_{L} in ILD)" );
// agr->GetYaxis()->SetRangeUser(-1.0, 1.0);
agr->SetTitle(fname);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c5->Update();
c6->cd();
agr = new TGraphErrors( n, energy, ratio_abs_other_hist90, energyerror, ratio_abs_other_error_sys_hist90 );
agr->GetYaxis()->SetTitle("#DeltaE_{dnn} / #DeltaE_{reco}");
agr->GetXaxis()->SetTitle("E_{true}, GeV");
bgr = new TGraphErrors( n, energy, ratio_abs_other_hist90, energyerror, ratio_abs_other_error_stat_hist90 );
bgr->GetYaxis()->SetTitle("#DeltaE_{dnn} / #DeltaE_{reco}");
bgr->GetXaxis()->SetTitle("E_{true}, GeV");
// cgr = new TGraphErrors( n, energy, ratio_abs_other_hist90, energyerror, ratio_abs_other_error_sys_hist90 );
// cgr->GetYaxis()->SetTitle("#DeltaE_{ann} / #DeltaE_{reco}");
// cgr->GetXaxis()->SetTitle("E_{true}, GeV");
// dgr = new TGraphErrors( n, energy, ratio_abs_other_hist90, energyerror, ratio_abs_other_error_stat_hist90 );
// dgr->GetYaxis()->SetTitle("#DeltaE_{ann} / #DeltaE_{reco}");
// dgr->GetXaxis()->SetTitle("E_{true}, GeV");
sprintf( fname, "Absolute difference 2 (Single K0_{L} in ILD)" );
// agr->GetYaxis()->SetRangeUser(-1.0, 1.0);
agr->SetTitle(fname);
agr->SetFillColor(kCyan);
agr->SetFillStyle(3001);
agr->SetMarkerColor(kCyan);
agr->SetLineColor(kCyan);
agr->SetLineWidth(3);
agr->SetMarkerStyle(34);
agr->Draw("A 3");
bgr->SetMarkerColor(kBlue);
bgr->SetLineColor(kBlue);
bgr->SetLineWidth(3);
bgr->SetFillColor(kCyan);
bgr->SetMarkerStyle(20);
bgr->Draw("P SAME");
cgr->SetMarkerColor(kYellow-6);
cgr->SetFillStyle(3001);
cgr->SetLineColor(kYellow-6);
cgr->SetLineWidth(3);
cgr->SetFillColor(kYellow-6);
cgr->SetMarkerStyle(20);
cgr->Draw("3 SAME");
dgr->SetMarkerColor(kRed);
dgr->SetLineColor(kRed);
dgr->SetLineWidth(3);
dgr->SetFillColor(kYellow-6);
dgr->SetMarkerStyle(20);
dgr->Draw("P SAME");
c6->Update();
TLegend *lsc1 = new TLegend(0.55,0.62,0.90,0.92);
lsc1->AddEntry(bgr,"reco, hist90 (stat)","pl");
// lsc1->AddEntry(cgr,"ann, hist90 (sys)","pl");
lsc1->AddEntry(dgr,"dnn, hist90 (stat+sys)","plf");
TLegend *lsc2 = new TLegend(0.55,0.62,0.90,0.92);
lsc2->AddEntry(bgr,"reco, hist90 (stat)","pl");
// lsc2->AddEntry(cgr,"ann, hist90 (sys)","pl");
lsc2->AddEntry(dgr,"dnn, hist90 (stat+sys)","plf");
TLegend *lsc3 = new TLegend(0.55,0.62,0.90,0.92);
lsc3->AddEntry(bgr,"reco, hist90 (stat)","pl");
// lsc3->AddEntry(cgr,"ann, hist90 (sys)","pl");
lsc3->AddEntry(dgr,"dnn, hist90 (stat+sys)","plf");
TLegend *lsc4 = new TLegend(0.55,0.62,0.90,0.92);
lsc4->AddEntry(bgr,"reco, hist90 (stat)","pl");
// lsc4->AddEntry(cgr,"ann, hist90 (sys)","pl");
lsc4->AddEntry(dgr,"dnn, hist90 (stat+sys)","plf");
TLegend *lsc5 = new TLegend(0.55,0.62,0.90,0.92);
lsc5->AddEntry(bgr,"reco w.r.t dnn, hist90 (stat)","pl");
// lsc5->AddEntry(dgr,"mc vs ann, hist90 (stat)","pl");
TLegend *lsc6 = new TLegend(0.55,0.62,0.90,0.92);
lsc6->AddEntry(bgr,"reco w.r.t dnn, hist90 (stat)","pl");
// lsc6->AddEntry(dgr,"mc vs ann, hist90 (stat)","pl");
c1->cd();
lsc1->Draw();
c2->cd();
lsc2->Draw();
c3->cd();
lsc3->Draw();
c4->cd();
lsc4->Draw();
c5->cd();
lsc5->Draw();
c6->cd();
lsc6->Draw();
printf( "\n" );
printf( "\n" );
printf( "\n" );
printf( "QWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQW" );
printf( "QWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQW" );
printf( "QWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQWQW" );
printf( "\n" );
printf( "\n" );
printf( "\n" );
for (int i = 0; i < n; i++) {
printf( " %f ", energy[i] );
// printf( " %f ", energyerror[i] );
// for data
// printf( " %f ", mean[i] );
// printf( " %f ", meanerror[i] );
// printf( " %f ", rms[i] );
// printf( " %f ", rmserror[i] );
printf( " %f ", mean_hist90[i] );
// printf( " %f ", meanerror_hist90[i] );
printf( " %f ", rms_hist90[i] );
// printf( " %f ", rmserror_hist90[i] );
// printf( " %f ", ratio_hist[i] );
// printf( " %f ", ratio_error_hist[i] );
// printf( " %f ", resolution_hist[i] );
// printf( " %f ", resolution_error_hist[i] );
// printf( " %f ", ratio_hist90[i] );
// printf( " %f ", ratio_error_hist90[i] );
printf( " %f ", resolution_hist90[i] );
// printf( " %f ", resolution_error_hist90[i] );
// printf( " %f ", mean_mean[i] );
// printf( " %f ", mean_meanerror[i] );
// printf( " %f ", mean_sigma[i] );
// printf( " %f ", mean_sigmaerror[i] );
// printf( " %f ", ratio[i] );