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MVATrainer.cc File Reference
#include <assert.h>
#include <functional>
#include <ext/functional>
#include <algorithm>
#include <iostream>
#include <cstdarg>
#include <cstring>
#include <cstdio>
#include <string>
#include <vector>
#include <memory>
#include <map>
#include <set>
#include <xercesc/dom/DOM.hpp>
#include <TRandom.h>
#include "FWCore/Utilities/interface/Exception.h"
#include "FWCore/ParameterSet/interface/FileInPath.h"
#include "FWCore/MessageLogger/interface/MessageLogger.h"
#include "PhysicsTools/MVAComputer/interface/AtomicId.h"
#include "PhysicsTools/MVAComputer/interface/BitSet.h"
#include "PhysicsTools/MVAComputer/interface/Calibration.h"
#include "PhysicsTools/MVAComputer/interface/Variable.h"
#include "PhysicsTools/MVATrainer/interface/Interceptor.h"
#include "PhysicsTools/MVATrainer/interface/XMLDocument.h"
#include "PhysicsTools/MVATrainer/interface/XMLSimpleStr.h"
#include "PhysicsTools/MVATrainer/interface/XMLUniStr.h"
#include "PhysicsTools/MVATrainer/interface/Source.h"
#include "PhysicsTools/MVATrainer/interface/SourceVariable.h"
#include "PhysicsTools/MVATrainer/interface/TrainProcessor.h"
#include "PhysicsTools/MVATrainer/interface/TrainerMonitoring.h"
#include "PhysicsTools/MVATrainer/interface/MVATrainer.h"

Go to the source code of this file.

Namespaces

 PhysicsTools
 

Functions

static std::string PhysicsTools::escape (const std::string &in)
 
static bool PhysicsTools::isMagic (AtomicId id)
 
static std::string PhysicsTools::stdStringPrintf (const char *format,...)
 
static std::string PhysicsTools::stdStringVPrintf (const char *format, std::va_list va)
 

Variables

static const AtomicId PhysicsTools::kOutputId ("__OUTPUT__")
 

Variable Documentation

MVATrainerComputer* calib

Definition at line 64 of file MVATrainer.cc.

Referenced by HFLightCal::analyze(), HFPreLightCal::analyze(), HFLightCalRand::analyze(), HcalLedAnalyzer::analyze(), HcalDetDiagLEDMonitor::analyze(), HcalDetDiagLaserMonitor::analyze(), PhysicsTools::MVATrainer::connectProcessors(), PhysicsTools::MVATrainer::doneTraining(), Pi0FixedMassWindowCalibration::duringLoop(), pftools::CalibCompare::evaluateCalibrations(), PhysicsTools::MVATrainer::getCalibration(), EcalTrivialConditionRetriever::getIntercalibConstantsFromConfiguration(), EcalTrivialConditionRetriever::getIntercalibErrorsFromConfiguration(), EcalTrivialConditionRetriever::getTimeCalibConstantsFromConfiguration(), EcalTrivialConditionRetriever::getTimeCalibErrorsFromConfiguration(), PhysicsTools::TreeTrainer::iteration(), EcalBarrelRecHitsMaker::loadPCaloHits(), EcalEndcapRecHitsMaker::loadPCaloHits(), PhysicsTools::MVATrainer::makeTrainCalibration(), EcalEndcapRecHitsMaker::noisifySuperCrystals(), EcalBarrelRecHitsMaker::noisifyTriggerTower(), PhysicsTools::MVATrainerContainerLooperImpl< Record_t >::produce(), EcalBarrelRecHitsMaker::randomNoisifier(), EcalEndcapRecHitsMaker::randomNoisifier(), PhysicsTools::MVAComputer::readCalibration(), StoreEcalCondition::readEcalIntercalibConstantsFromFile(), StoreEcalCondition::readEcalIntercalibConstantsMCFromFile(), pftools::DetectorElement::setCalib(), pftools::DetectorElement::setCalibCore(), CastorCalibrationsSet::setCalibrations(), HcalCalibrationsSet::setCalibrations(), HcalCalibrationWidthsSet::setCalibrationWidths(), CastorCalibrationWidthsSet::setCalibrationWidths(), GenericMVAJetTagComputer::setEventSetup(), PhysicsTools::MVAComputer::setup(), and PhysicsTools::MVAComputerCache::update().

std::vector<T*> clean
bool doAutoSave

Definition at line 137 of file MVATrainer.cc.

std::vector<Variable::Flags> flags
std::vector<Interceptor> interceptors

Definition at line 134 of file MVATrainer.cc.

Referenced by PhysicsTools::MVATrainer::makeTrainCalibration().

unsigned int nConfigured
mutable

Definition at line 136 of file MVATrainer.cc.

TrainProcessor* const proc
TRandom random
double split

Definition at line 139 of file MVATrainer.cc.

Referenced by dataset.Dataset::__createSnippet(), Mixins._TypedParameterizable::__findDefaultsFor(), alignment.Alignment::__getConditions(), validateAlignments.ValidationJob::__getValidation(), twikiExport.Constituent::__init__(), twikiExport.Material::__init__(), validateAlignments.ValidationJob::__init__(), create_public_lumi_plots.LumiDataPoint::__init__(), Types.LuminosityBlockRange::_valueFromString(), Types.EventRange::_valueFromString(), twikiExport.Material::addConstituent(), Vispa.Plugins.EdmBrowser.EventContentDataAccessor.EventContentDataAccessor::addContentFile(), cmsswVersionTools.PickRelValInputFiles::apply(), Vispa.Main.Application.Application::atLeastQtVersion(), autoAlca::buildList(), checkforupdate.checkforupdate::checkforupdate(), SiPixelUtility::checkME(), cmsRelvalreportInput::checkSteps(), recoTauConfTools::cmssw_version(), dqm_diff::collect_directory_filenames(), MEtoMEComparitor::compare(), crabWrap::computeSummaryCRAB251(), crabWrap::computeSummaryCRAB260(), concatNames(), createPayload::copyToWorkflowdir(), geometryComparison.GeometryComparison::createConfiguration(), EgHLTOfflineClient::createLooseTightTrigEff(), geometryComparison.GeometryComparison::createScript(), rh_customizeAll::customise(), pf_01_customize_HLT::customise(), HTMLExport.HTMLExport::data_to_json(), edm::releaseversion::DecomposedReleaseVersion::DecomposedReleaseVersion(), cmsIgProf_Analysis::diff_igprof_analysis(), ModelTools.ModelBuilder::doNuisances(), MEtoEDMConverter::endJob(), Vispa.Plugins.EdmBrowser.EdmBrowserTabController.EdmBrowserTabController::eventContent(), cmsRelvalreportInput::expandHyphens(), Vispa.Plugins.ConfigEditor.ConfigEditorTabController.ConfigEditorTabController::exportDot(), Vispa.Share.ImageExporter.ImageExporter::exportImageDialog(), parserTimingReport::extractRSS_VSIZE(), checkforupdate.checkforupdate::fetchTagsHTTP(), ConfigBuilder::filesFromDASQuery(), ConfigBuilder::filesFromList(), edm::ModelFilter::filter(), egHLT::trigTools::filterInactiveTightLooseTriggers(), cmsLHEtoEOSManager::findXrdDir(), ExceptionHandling::format_typename(), getRunInfo::Func_FillInfoDBS(), getRunInfo::Func_FillInfoHlt(), getRunInfo::Func_FillInfoMagnetHistory(), getRunInfo::Func_FillInfoRunRegistry(), getRunInfo::Func_FillInfoRunSummary(), getRunInfo::Func_GetHtmlTags(), getRunInfo::Func_GetHtmlTagValue(), getRunInfo::Func_GetHtmlTagValueAttr(), svgfig::funcRtoC(), python.rootplot.core::get_labels(), beamvalidation::get_lastIOVs(), beamvalidation::get_listoftags(), python.rootplot.core::get_plotpath(), beamvalidation::get_plots(), beamvalidation::get_productionFiles(), EDMtoMEConverter::getData(), EgHLTOfflineSource::getHLTFilterNamesUsed(), showPage::getIB(), cmsPerfSuiteHarvest::getIgSummary(), compare_using_files::getInfoFromFilename(), BeamSpotWorkflow::getListOfFilesToProcess(), BeamSpotWorkflow::getListOfRunsAndLumiFromDBS(), parserPerfsuiteMetadata.parserPerfsuiteMetadata::getMachineInfo(), BeamSpotWorkflow::getNumberOfFilesToProcessForRun(), Vispa.Plugins.EdmBrowser.EdmDataAccessor.EdmDataAccessor::getObjectContent(), Vispa.Plugins.EdmBrowser.EdmDataAccessor.EdmDataAccessor::getObjectLabel(), MainPageGenerator::getPackages(), betterConfigParser.BetterConfigParser::getResultingSection(), Vispa.Plugins.EdmBrowser.EdmDataAccessor.EdmDataAccessor::getShortLabel(), Vispa.Plugins.EdmBrowser.EdmDataAccessor.EdmDataAccessor::getShortType(), checkPayloads::getUploadedIOVs(), utils::guessChannelMode(), edmPickEvents::guessEmail(), pat::TriggerObjectStandAlone::hasAnyName(), comments::identifyComments(), dataformats::importDF(), dataformats::indent(), tablePrinter::indent(), ConfigBuilder.ConfigBuilder::inGeometryKeys(), edm::FileLocator::init(), crabWrap::initCrabEnvironment(), egHLT::MonElemFuncs::initTightLooseDiObjTrigHistsTrigCuts(), egHLT::MonElemFuncs::initTightLooseTrigHists(), egHLT::MonElemFuncs::initTightLooseTrigHistsTrigCuts(), Vispa.Plugins.ConfigEditor.ConfigDataAccessor.ConfigDataAccessor::inputEventContent(), EcalDeadCellTriggerPrimitiveFilter::loadEventInfoForFilter(), CommonMethods::ls(), buildHistoTypes::main(), uploadPayloads::main(), uploader::main(), splitter::main(), checkRuns::main(), python.rootplot.tree2hists::main(), validateAlignments::main(), cmsRelvalreport.Profile::make_report(), directories2html::make_twiki_table(), python.diffProv.difference::module_diff(), dbtoweb::myparser(), dbtoconf::myparser(), ValidationMatrix::name2run(), ValidationMatrix::name2runskim(), EnablePSetHistory::new_dumpModifications(), Vispa.Plugins.EdmBrowser.EdmDataAccessor.EdmDataAccessor::open(), cmsPerfStripChart::operate(), python.rootplot.rootmath::operator_func(), Vispa.Plugins.ConfigEditor.ConfigDataAccessor.ConfigDataAccessor::package(), TreeCrawler::packageNameFromFilename(), parserPerfsuiteMetadata.parserPerfsuiteMetadata::parseAllOtherTests(), checklumidiff::parseplotcache(), parserPerfsuiteMetadata.parserPerfsuiteMetadata::parseTimeSize(), pickleFileParser::pathToList(), DTTPGParamsWriter::pharseLine(), plotData::plotData(), matplotRender.matplotRender::plotPeakPerday_Time(), matplotRender.matplotRender::plotSumX_Time(), python.rootplot.core::prep_first_draw(), MatrixInjector.MatrixInjector::prepare(), ConfigBuilder.ConfigBuilder::prepare_DQM(), insertMaterial::printMaterials(), HTMLExport.HTMLExport::pset_to_json(), FileNamesHelper::read_ConfigurationFromSimulationCandles(), Vispa.Plugins.ConfigEditor.ConfigDataAccessor.ConfigDataAccessor::readConnections(), insertMaterial::readFractions(), twikiExport::readMaterialFile(), pickleFileParser::readPicFiles(), Vispa.Plugins.ConfigEditor.ConfigDataAccessor.ConfigDataAccessor::recursePSetProperties(), edm::GroupSelectorRules::Rule::Rule(), cmsDriver::run(), runInspector(), validateAlignments.ValidationJob::runJob(), dataformats::search(), duplicateReflexLibrarySearch::searchDuplicatePlugins(), BeamSpotWorkflow::selectFilesToProcess(), HiggsJPC.TwoHypotesisHiggs::setPhysicsOptions(), PhysicsModel.FloatingHiggsMass::setPhysicsOptions(), HiggsCouplings.C5Higgs::setPhysicsOptions(), PhysicsModel.FloatingXSHiggs::setPhysicsOptions(), PhysicsModel.FloatingBRHiggs::setPhysicsOptions(), gen::Pythia6Service::setSLHAFromHeader(), Herwig6Hadronizer::setSLHAFromHeader(), dbtoweb::single(), DAClusterizerInZ::split(), split_path(), EgHLTOfflineSummaryClient::splitStringsToPairs_(), CommonMethods::timeoutManager(), lumiReport::toScreenLSEffective(), lumiReport::toScreenLumiByLS(), lumiReport::toScreenOverview(), lumiReport::toScreenTotDelivered(), lumiReport::toScreenTotEffective(), svgfig::totrans(), CommonUtil::unpackCLOBtoListstr(), CastorShowerLibraryMaker::update(), Vispa.Plugins.ConfigEditor.ConfigDataAccessor.ConfigDataAccessor::uses(), VariablePlotter::VariablePlotter(), DAClusterizerInZ::vertices(), Vispa.Main.Application.Application::windowTitle(), cmsRelvalreportInput::writeCommands(), and cmsRelvalreportInput::writePrerequisteSteps().

bool splitResult

Definition at line 140 of file MVATrainer.cc.

unsigned int targetIdx

Definition at line 98 of file MVATrainer.cc.

std::vector<std::vector<double> > tmp
mutable

Definition at line 100 of file MVATrainer.cc.

Referenced by vdt::__attribute__(), qtxml::_toString(), _toString(), CompatibleDetToGroupAdder::add(), SiStripQuality::add(), RawParticleTypeFilter::addAccept(), SiStripConfigDb::addAnalysisDescriptions(), SiStripConfigDb::addDeviceDescriptions(), SiStripConfigDb::addFedConnections(), SiStripConfigDb::addFedDescriptions(), RawParticleTypeFilter::addReject(), CmsShowNavigator::addTo(), AllocPatterns(), ApvLatencyAlgorithm::analyse(), FedTimingAlgorithm::analyse(), VpspScanAlgorithm::analyse(), NoiseAlgorithm::analyse(), PedestalsAlgorithm::analyse(), FastFedCablingAlgorithm::analyse(), PedsOnlyAlgorithm::analyse(), ApvTimingAlgorithm::analyse(), OptoScanAlgorithm::analyse(), PedsFullNoiseAlgorithm::analyse(), FedCablingAlgorithm::analyse(), DaqScopeModeAlgorithm::analyse(), HLTTauDQMCaloPlotter::analyze(), SiStripThresholdBuilder::analyze(), JetCorrectorDemo::analyze(), FactorizedJetCorrectorDemo::analyze(), RctDigiToRctText::analyze(), HitEff::analyze(), SiStripMonitorPedestals::analyze(), TestOutliers::analyze(), Vx3DHLTAnalyzer::analyze(), MuonTrackValidator::analyze(), EgammaSCEnergyCorrectionAlgo::applyCorrection(), HLTTauDQMAutomation::AutoCompleteConfig(), HLTTauDQMAutomation::AutoCompleteMatching(), Chamber_AutoCorrMat::autocorrmat(), l1t::OMDSReader::basicQuery(), l1t::OMDSReader::basicQueryGenericKey(), l1t::OMDSReader::basicQueryView(), PhysicsPerformanceDBWriterTFormula_fromfile_WPandPL::beginJob(), PhysicsPerformanceDBWriterFromFile_WPandPayload::beginJob(), PhysicsPerformanceDBWriterFromFile_WPandPayload_IOV::beginJob(), TauValidation::beginJob(), DeDxDiscriminatorProducer::beginRun(), PeriodicBinFinderInPhi< float >::binIndex(), JetCorrectorParameters::binIndex(), HLTTauDQMSummaryPlotter::bookEfficiencyHisto(), SeedForPhotonConversionFromQuadruplets::bubbleReverseSortVsPhi(), SeedForPhotonConversionFromQuadruplets::bubbleSortVsPhi(), PFClusterAlgo::buildPFClusters(), pos::PixelNameTranslation::buildROCsFromFEDChannel(), L1TDTTFClient::buildSummaries(), RctTextToRctDigi::bxSynchro(), RazorVarProducer::CalcR(), HLTRFilter::CalcR(), ClusterShapeAlgo::Calculate_lat(), l1extra::L1ParticleMap::candidateCombo(), Folder::cd(), HcalNumberingFromDDD::cell(), PerformancePayloadFromBinnedTFormula::check(), HcalDetDiagPedestalMonitor::CheckStatus(), EventShapeVariables::circularity(), PFJetAlgorithm::CleanUp(), ora::MultiIndexDataTrie::clear(), HitPairGenerator::clear(), Grid1D::closestNode(), HcalQie::codeToQ(), MuonCkfTrajectoryBuilder::collectMeasurement(), MultiVertexStateCombiner::combine(), SiStripQuality::compact(), ForwardDetLayer::compatible(), MuRingForwardDoubleLayer::compatible(), MuonDTSeedFromRecHits::computePtWithoutVtx(), ConfigurableTrimmedKalmanFinder::configure(), ora::ConnectionPool::connect(), SimpleJetCorrector::correction(), SimpleJetCorrector::correctionBin(), CountLexemes(), NoiseHistosUsingDb::create(), OptoScanHistosUsingDb::create(), PedestalsHistosUsingDb::create(), PedsFullNoiseHistosUsingDb::create(), PedsOnlyHistosUsingDb::create(), VpspScanHistosUsingDb::create(), ApvTimingHistosUsingDb::create(), CalibrationHistosUsingDb::create(), FastFedCablingHistosUsingDb::create(), LatencyHistosUsingDb::create(), FineDelayHistosUsingDb::create(), DDI::Store< N, I, K >::create(), TruncatedPyramid::createCorners(), HcalHLXMaskDbInterface::createData(), HcalHLXMaskDbInterface::createDataset(), SiStripCommissioningOfflineDbClient::createHistos(), ThirdHitPredictionFromInvLine::crossing(), CSCRecHit2D::CSCRecHit2D(), ThirdHitPredictionFromCircle::curvature(), TOBLayer::cylinder(), PixelBarrelLayer::cylinder(), DDTokenize(), HcalNumberingFromDDD::deltaEta(), PhysicsTools::Spline::Segment::deriv(), CommissioningHistosUsingDb::detInfo(), CommissioningHistosUsingDb::deviceIsPresent(), MFGrid3D::dimensions(), HelixBarrelPlaneCrossingByCircle::direction(), CalibrationScanTask::directory(), CalibrationTask::directory(), SiStripCommissioningSource::directory(), HcalSimHitsValidation::dPhiWsign(), HcalRecHitsAnalyzer::dPhiWsign(), HcalRecHitsValidation::dPhiWsign(), HcalDigiTester::dR(), CaloTowersAnalyzer::dR(), CaloTowersValidation::dR(), HcalSimHitsValidation::dR(), HcalRecHitsAnalyzer::dR(), HcalRecHitsValidation::dR(), AlcaBeamMonitorClient::endLuminosityBlock(), MuonResidualsFitter::eraseNotSelectedResiduals(), PhysicsTools::Spline::Segment::eval(), DDTECModuleAlgo::execute(), ora::OraDatabaseSchema::existsMainTable(), ora::PoolDatabaseSchema::existsMainTable(), SamplingAlgorithm::extract(), CalibrationAlgorithm::extract(), TFParams::f3deg(), cscdqm::Utility::fastHash(), pos::PixelCalibConfiguration::fedCardsAndChannels(), MTVHistoProducerAlgoForTracker::fill_generic_recoTrack_histos(), SiStripCommissioningSource::fillCablingHistos(), HLXMonitor::FillHistograms(), PhysicsTools::MVATrainer::fillInputVars(), QcdLowPtDQM::fillPixelClusterInfos(), CkfTrajectoryBuilder::findCompatibleMeasurements(), HICTrajectoryBuilder::findCompatibleMeasurements(), NuclearInteractionFinder::findMeasurementsFromTSOS(), TSFit::fit_third_degree_polynomial(), RBCInput::force(), TSFit::fpol3dg(), fromPtEtaPhiToPxPyPz(), MuScleFitUtils::fromPtEtaPhiToPxPyPz(), ora::Version::fromString(), ora::Guid::fromTime(), utils::fullCloneFunc(), utils::fullClonePdf(), pos::PixelTrimCommon::generateConfiguration(), pos::PixelTrimAllPixels::generateConfiguration(), GeometricSearchDetMeasurements::get(), pos::PixelConfigFile::getAliases(), pos::PixelConfigFile::getAliases_map(), DynamicTruncation::getBest(), GetBFGSH(), HcalQie::getCode(), ApvAnalysisFactory::getCommonMode(), ApvAnalysisFactory::getCommonModeSlope(), CustomParticleFactory::getDecayTable(), SiStripConfigDb::getDeviceDescriptions(), EcalClusterTools::getDPhiEndcap(), HcalQie::getEnergy(), HcalNumberingFromDDD::getEta(), HcalNumberingFromDDD::getEtaTable(), pos::PixelNameTranslation::getFEDsAndChannels(), PVFitter::getFitLSRange(), SimG4HcalValidation::getHcalScale(), HCalSD::getHitFibreBundle(), HCalSD::getHitPMT(), getLexemes(), FallbackLinearizationPointFinder::getLinearizationPoint(), CustomParticleFactory::getMassTable(), HcalSubdetDigiMonitor::getMeElementBinContent(), HcalTB06BeamSD::getNames(), MaterialBudgetHcalHistos::getNames(), HCalSD::getNames(), GetNetStructure(), SteppingHelixPropagator::getNextState(), getnLexemes(), ApvAnalysisFactory::getNoise(), IO::GetOpt(), pftools::IO::GetOpt(), ApvAnalysisFactory::getPedestal(), HLTTauDQMFilter::getPSets(), ApvAnalysisFactory::getRawNoise(), HLTTauDQMFilter::getRefPSet(), HcalQie::getShape(), HLTTauDQMFilter::getSummaryPSet(), HcalTBNumberingScheme::getUnitIDs(), CommandLine::getVector(), pos::PixelAliasList::getVersionAliases(), LayerMeasurements::groupedMeasurements(), ora::guidFromTime(), FWGLEventHandler::HandleKey(), FWPopupMenu::HandleKey(), HcalRealisticZS::HcalRealisticZS(), HelixBarrelCylinderCrossing::HelixBarrelCylinderCrossing(), HLTTauDQMLitePathPlotter::HLTTauDQMLitePathPlotter(), HLTTauDQMPathPlotter::HLTTauDQMPathPlotter(), evf::iDie::iChokeMiniInterface(), edm::ProcessConfiguration::id(), edm::Parentage::id(), edm::ProcessHistory::id(), FactorizedJetCorrector::initCorrectors(), ThePEGInterface::initGenerator(), JetResolution::initialize(), DiskSectorBounds::inside(), GeneralTrapezoidalPlaneBounds::inside(), SimpleCylinderBounds::inside(), TrapezoidalPlaneBounds::inside(), SimpleConeBounds::inside(), PhysicsTools::Spline::Segment::integral(), RPCConst::intToString(), SimpleJetCorrector::invert(), HFCherenkov::isApplicable(), HSCPHLTFilter::isDuplicate(), ora::OId::isOId(), JetCorrectorParameters::JetCorrectorParameters(), EcalClusterTools::lat(), HCalSD::layerWeight(), LHEAnalyzer::LHEAnalyzer(), IPTools::linearImpactParameter(), cond::PayloadRef< std::vector< cond::Time_t > >::load(), PhysicsTools::LeastSquares::load(), HcalNumberingFromDDD::loadGeometry(), TruncatedPyramid::localCornersReflection(), TruncatedPyramid::localCornersSwap(), SMS::location(), main(), EcalElectronicsMapper::makeMapFromVectors(), L1MuGMTLUT::MakeSubClass(), pos::PixelROCMaskBits::mask(), AutoCorrMat::mat(), spu::md5_File(), jpt::Efficiency::meanE(), MLP_Test(), L1EmulBias::ModifyCollection(), MonitorElementsDb::MonitorElementsDb(), MuonEtaRange::MuonEtaRange(), JetCorrectorParameters::neighbourBin(), edm::StreamerInputFile::newHeader(), DTTFParametersOnlineProd::newObject(), Combinatorics::next_permutation(), HcalCellType::nPhiMissingBins(), AlignmentMonitorMuonSystemMap1D::num02d(), pat::ObjectResolutionCalc::ObjectResolutionCalc(), FastCandMatcher< C >::operator()(), MultiClusterizer1D< T >::operator()(), OutermostClusterizer1D< T >::operator()(), OuterHitCompatibility::operator()(), CandMatcherBase< C1, C2 >::operator()(), SaturationFcn::operator()(), cond::IterHelp::operator()(), ROOT::Math::CholeskyDecompHelpers::_decomposer< F, N, M >::operator()(), ROOT::Math::CholeskyDecompHelpers::_inverter< F, N, M >::operator()(), ROOT::Math::Transform3DPJ::operator*(), bistream_iterator< T >::operator++(), CaloRecHitMetaCollectionV::Iterator::operator++(), CaloRecHitMetaCollectionV::Iterator::operator--(), TrajectorySeed::operator=(), binary_ifstream::operator>>(), reco::utilsNew::CandMatcher< C >::operator[](), SimpleSAXParser::parse(), cscdqm::Collection::ParseAxisLabels(), FactorizedJetCorrector::parseLevels(), cond::parseToken(), HcalSimHitsValidation::phi12(), HcalRecHitsAnalyzer::phi12(), HcalRecHitsValidation::phi12(), L1MuDTTrackSegPhi::phiValue(), pos::PixelCalibConfiguration::PixelCalibConfiguration(), pos::PixelDACSettings::PixelDACSettings(), pos::PixelDelay25Calib::PixelDelay25Calib(), pos::PixelFECConfig::PixelFECConfig(), pos::PixelFEDConfig::PixelFEDConfig(), pos::PixelMaskAllPixels::PixelMaskAllPixels(), pos::PixelNameTranslation::PixelNameTranslation(), pos::PixelROCName::PixelROCName(), pos::PixelTBMSettings::PixelTBMSettings(), pos::PixelTKFECConfig::PixelTKFECConfig(), pos::PixelTrimAllPixels::PixelTrimAllPixels(), edm::RangeMap< det_id_type, edm::OwnVector< double_binary > >::post_insert(), CommandLine::print(), SiStripConfigDb::printAnalysisDescriptions(), SiStripConfigDb::printDeviceDescriptions(), SiStripConfigDb::printFedConnections(), SiStripConfigDb::printFedDescriptions(), sipixelobjects::PixelFEDLink::printForMap(), L1Comparator::process(), CastorLEDMonitor::processEvent(), MuonSeedOrcaPatternRecognition::produce(), L2TauJetsMerger::produce(), HLTTauRefCombiner::produce(), GtPsbTextToDigi::produce(), RctTextToRctDigi::produce(), SourceCardTextToRctDigi::produce(), GoodSeedProducer::produce(), ConvBremSeedProducer::produce(), Strip1DMeasurementTransformator::projectionMatrix(), StraightLinePropagator::propagatedState(), SiStripDbParams::pset(), CSCTFPtLUT::Pt(), ThePEGInterface::pthat(), TSGForRoadSearch::pushTrajectorySeed(), SiStripSummary::put(), HDQMSummary::put(), RawParticleTypeFilter::RawParticleTypeFilter(), SimG4HcalHitJetFinder::rDist(), pos::PixelROCTrimBits::read(), pos::PixelROCDACSettings::read(), ora::UniqueRefReader::read(), pos::PixelConfigList::readfile(), L1TriggerLutFile::readHex(), DTTPGLutFile::readHex(), DTTPGLutFile::readInteger(), L1TriggerLutFile::readInteger(), L1TriggerLutFile::readString(), DTTPGLutFile::readString(), PFAlgo::reconstructCluster(), TrajectorySegmentBuilder::redoMeasurements(), RoadSearchSeedFinderAlgorithm::RoadSearchSeedFinderAlgorithm(), pos::PixelNameTranslation::ROCNameFromFEDChannelROC(), pos::PixelNameTranslation::ROCNameFromFEDChannelROCExists(), Combinatorics::Rotate(), DDEcalEndcapTrap::rotateX(), DDEcalEndcapTrap::rotateY(), HcalTB04Analysis::scale(), PixelForwardLayer::searchNeighbors(), TIBRing::searchNeighbors(), CosmicMuonTrajectoryBuilder::selectHits(), SiStripBaseCondObjDQM::selectModules(), HCalSD::setDetUnitId(), edm::eventsetup::DependentRecordIntervalFinder::setIntervalFor(), GammaFunctionGenerator::setParameters(), pos::PixelTBMSettings::setROCName(), BaseNumericalRandomGenerator::setSubInterval(), pos::PixelROCTrimBits::setTrim(), SiStripCondObjBuilderFromDb::setValuesApvTiming(), EcalSeverityLevelAlgo::severityLevel(), HcalQie::shape(), CSCCFEBStatusDigi::ShiftSel(), edm::service::SiteLocalConfigService::SiteLocalConfigService(), smearFunctionType1::smear(), smearFunctionType2::smear(), smearFunctionType3::smear(), smearFunctionType4::smear(), smearFunctionType5::smear(), PhysicsTools::LeastSquares::solveFisher(), PhysicsTools::LeastSquares::solveRotation(), edm::DataFrameContainer::sort(), KalmanAlignmentTrackRefitter::sortRecHits(), RoadMaker::SortRingsIntoLayers(), cscdqm::EventProcessor::standbyEfficiencyHistos(), MedianCMNSubtractor::subtract_(), FastLinearCMNSubtractor::subtract_(), PercentileCMNSubtractor::subtract_(), SiStripQuality::subtraction(), DDI::rep_type< DDName, pimpl_type >::swap(), KDTreeLinkerAlgo::swap(), HcalTestAnalysis::timeOfFlight(), HcalTB04Analysis::timeOfFlight(), spr::timeOfFlight(), HcalTrigTowerGeometry::towerEtaBounds(), TrackAssociatorByHits::TrackAssociatorByHits(), reco::IsolatedTauTagInfo::tracksInCone(), MuonTransientTrackingRecHit::transientHits(), pos::PixelROCTrimBits::trim(), TTUEmulator::TTUEmulator(), EcalHitMaker::unbalancedDirection(), HcalNumberingFromDDD::unitID(), ThirdHitPredictionFromInvLine::MappedPoint< T >::unmap(), ConformalMappingFit::MappedPoint< T >::unmap(), HcalTestAnalysis::update(), ApvAnalysis::updateCalibration(), cscdqm::EventProcessor::updateEfficiencyHistos(), CkfTrajectoryBuilder::updateTrajectory(), HICTrajectoryBuilder::updateTrajectory(), SiStripCommissioningOfflineDbClient::uploadToConfigDb(), CylinderFromSectorMFGrid::valueInTesla(), ReconstructorFromFitter::vertices(), MultiVertexReconstructor::vertices(), MultiVertexFitter::vertices(), reco::isodeposit::AngleConeVeto::veto(), reco::isodeposit::AngleCone::veto(), GctFormatTranslateMCLegacy::writeGctOutJetBlock(), HcalMonitorClient::writeHtml(), cscdqm::EventProcessor::writeShifterHistograms(), and LumiProducer::x2s().

unsigned int weightIdx

Definition at line 99 of file MVATrainer.cc.