Debug: odd TF angular fit results (RooFit and TF difference)
Logs for example fit to toy number 10, gen_seed=11 for RooFit/Tensorflow here:
P5p folded PDF from Michel's thesis p. 207
fit2FoldedZW_log.txt - RooFit:
PDF (in makeFoldedPDFs.py) modified to
S5 Folded PDF
pdfS5 = "(3.0/4.0) * (1.0 - FL ) * "+sinTheta2K
pdfS5 += " + FL * cosThetaK * cosThetaK"
pdfS5 += " + (1.0/4.0) * (1.0 - FL) * "+sinTheta2K+" * "+ cos2ThetaL
pdfS5 += " + (-1.0) * FL * cosThetaK * cosThetaK * "+ cos2ThetaL
pdfS5 += " + (1.0/2.0) * (1.0 - FL) * AT2 * "+sinTheta2K+" * "+sinTheta2L+" * cos(2.0 * phi )"
#pdfS5 += " + S5 * "+sin2ThetaK+" * "+sinThetaL+" * cos( phi )"
==>pdfS5 += " + (sqrt(FL*(1-FL)))*S5 * "+sin2ThetaK+" * "+sinThetaL+" * cos( phi )"
Also parameter range and starting values changed
angular_fit_lim_test_log.txt - Tensorflow (old):
from file here: https://gitlab.cern.ch/rsilvaco/Bd2KstEE-AngularAnalysis/blob/master/scripts/framework/work/angular_fit_lim_test.py
Parameter range and starting values changed