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PeakGroupScoring.h
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1// Copyright (c) 2002-present, The OpenMS Team -- EKU Tuebingen, ETH Zurich, and FU Berlin
2// SPDX-License-Identifier: BSD-3-Clause
3//
4// --------------------------------------------------------------------------
5// $Maintainer: Kyowon Jeong $
6// $Authors: Kyowon Jeong $
7// --------------------------------------------------------------------------
8
9#pragma once
10
15
16
17namespace OpenMS
18{
19 class PeakGroup;
20
29 class OPENMS_DLLAPI PeakGroupScoring
30 {
31 public:
33
35 static double getQscore(const PeakGroup* pg);
36
38 static void writeAttCsvForQscoreTraining(const DeconvolvedSpectrum& deconvolved_spectrum, std::fstream& f);
39
41 static void writeAttCsvForQscoreTrainingHeader(std::fstream& f);
42
44 static double getDLscore(PeakGroup* pg, const MSSpectrum& spec, const FLASHHelperClasses::PrecalculatedAveragine& avg, double tol);
45
46 private:
48 static std::vector<double> toFeatureVector_(const PeakGroup* pg);
50 static std::vector<double> weight_;
51
53 static const int charge_count_for_DL_scoring_ = 11;
54 static const int iso_count_for_DL_scoring_ = 13;
55 };
56} // namespace OpenMS
A class representing a deconvolved spectrum. DeconvolvedSpectrum consists of PeakGroup instances repr...
Definition DeconvolvedSpectrum.h:30
log transformed peak. After deconvolution, all necessary information from deconvolution such as charg...
Definition FLASHHelperClasses.h:189
Averagine patterns pre-calculated for speed up. Other variables are also calculated for fast cosine c...
Definition FLASHHelperClasses.h:41
The representation of a 1D spectrum.
Definition MSSpectrum.h:44
scoring functions for PeakGroup. For now, only Qscore has been implemented. For Qscore,...
Definition PeakGroupScoring.h:30
static void writeAttCsvForQscoreTrainingHeader(std::fstream &f)
Write Csv file for Qscore training header.
static std::vector< double > weight_
the weights for Qscore calculation
Definition PeakGroupScoring.h:50
static void writeAttCsvForQscoreTraining(const DeconvolvedSpectrum &deconvolved_spectrum, std::fstream &f)
Write Csv file for Qscore training.
static double getDLscore(PeakGroup *pg, const MSSpectrum &spec, const FLASHHelperClasses::PrecalculatedAveragine &avg, double tol)
get Deep learning based peak group score. Not implemented yet.
FLASHHelperClasses::LogMzPeak LogMzPeak
Definition PeakGroupScoring.h:32
static std::vector< double > toFeatureVector_(const PeakGroup *pg)
convert a peak group to a feature vector for setQscore calculation
static double getQscore(const PeakGroup *pg)
get QScore for a peak group of specific abs_charge
Class describing a deconvolved mass. A mass contains multiple (LogMz) peaks of different charges and ...
Definition PeakGroup.h:29
Main OpenMS namespace.
Definition openswathalgo/include/OpenMS/OPENSWATHALGO/DATAACCESS/ISpectrumAccess.h:19