Processing trainKLCoeffsFullResponsesSemiweightedStatic.C... DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 119002 events : Add Tree KLCoeffsTree of type Signal with 5529 events : Add Tree KLCoeffsTree of type Signal with 10331 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 119002 events : Add Tree KLCoeffsTree of type Signal with 5529 events : Add Tree KLCoeffsTree of type Signal with 10331 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events : Add Tree KLCoeffsTree of type Background with 6310822 events : Add Tree KLCoeffsTree of type Background with 22063022 events : Add Tree KLCoeffsTree of type Background with 102241 events DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 119002 events : Add Tree KLCoeffsTree of type Signal with 5529 events : Add Tree KLCoeffsTree of type Signal with 10331 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events : Add Tree KLCoeffsTree of type Background with 6310822 events : Add Tree KLCoeffsTree of type Background with 22063022 events : Add Tree KLCoeffsTree of type Background with 102241 events : Add Tree KLCoeffsTree of type Background with 86456 events : Add Tree KLCoeffsTree of type Background with 57300 events DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 86456 events : Add Tree KLCoeffsTree of type Signal with 57300 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 86456 events : Add Tree KLCoeffsTree of type Signal with 57300 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events : Add Tree KLCoeffsTree of type Background with 6310822 events : Add Tree KLCoeffsTree of type Background with 22063022 events : Add Tree KLCoeffsTree of type Background with 102241 events DataSetInfo : [trainedResults] : Added class "Signal" : Add Tree KLCoeffsTree of type Signal with 86456 events : Add Tree KLCoeffsTree of type Signal with 57300 events DataSetInfo : [trainedResults] : Added class "Background" : Add Tree KLCoeffsTree of type Background with 30894602 events : Add Tree KLCoeffsTree of type Background with 6310822 events : Add Tree KLCoeffsTree of type Background with 22063022 events : Add Tree KLCoeffsTree of type Background with 102241 events : Add Tree KLCoeffsTree of type Background with 119002 events : Add Tree KLCoeffsTree of type Background with 5529 events : Add Tree KLCoeffsTree of type Background with 10331 events : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background : Dataset[trainedResults] : Class index : 0 name : Signal : Dataset[trainedResults] : Class index : 1 name : Background
Factory : Booking method: ideal :
Factory : Booking method: practical :
Factory : Booking method: practicalXPol :
Factory : Train all methods
DataSetFactory : [trainedResults] : Number of events in input trees : Dataset[trainedResults] : Signal requirement: "isfinite(hPolCoh.KLMag) && hPolCoh.KLMag <= 1 && isfinite(hPolDeconv.KLMag) && hPolDeconv.KLMag <= 1 && isfinite(hPol.KLMag) && hPol.KLMag <= 2" : Dataset[trainedResults] : Signal -- number of events passed: 134862 / sum of weights: 3 : Dataset[trainedResults] : Signal -- efficiency : 1 : Dataset[trainedResults] : Background requirement: "isfinite(hPolCoh.KLMag) && hPolCoh.KLMag <= 1 && isfinite(hPolDeconv.KLMag) && hPolDeconv.KLMag <= 1 && isfinite(hPol.KLMag) && hPol.KLMag <= 2" : Dataset[trainedResults] : Background -- number of events passed: 30894602 / sum of weights: 1.67772e+07 : Dataset[trainedResults] : Background -- efficiency : 1 : : : Dataset[trainedResults] : Weight renormalisation mode: "EqualNumEvents": renormalises all event classes ... : Dataset[trainedResults] : such that the effective (weighted) number of events in each class is the same : Dataset[trainedResults] : (and equals the number of events (entries) given for class=0 ) : Dataset[trainedResults] : ... i.e. such that Sum[i=1..N_j]{w_i} = N_classA, j=classA, classB, ... : Dataset[trainedResults] : ... (note that N_j is the sum of TRAINING events : Dataset[trainedResults] : ..... Testing events are not renormalised nor included in the renormalisation factor!) : Number of training and testing events : --------------------------------------------------------------------------- : Signal -- training events : 67431 : Signal -- testing events : 67431 : Signal -- training and testing events: 134862 : Background -- training events : 15447301 : Background -- testing events : 15447301 : Background -- training and testing events: 30894602 :
DataSetInfo : Correlation matrix (Signal): : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : hPolCoh.KLMag[hPolCoh.KLMagIdx] hPolDeconv.KLMag[hPolDeconv.KLMagIdx] hPol.KLMag[hPol.KLMagIdx] mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure mostImpulsiveCoherentFiltered(2).impulsivityMeasure mostImpulsiveDeconvolvedFiltered(2).linearPolFrac() mostImpulsiveCoherentFiltered(2).linearPolFrac() : hPolCoh.KLMag[hPolCoh.KLMagIdx]: +1.000 +0.992 +0.997 +0.676 +0.326 +0.714 +0.728 : hPolDeconv.KLMag[hPolDeconv.KLMagIdx]: +0.992 +1.000 +0.997 +0.659 +0.292 +0.720 +0.733 : hPol.KLMag[hPol.KLMagIdx]: +0.997 +0.997 +1.000 +0.675 +0.318 +0.720 +0.733 : mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure: +0.676 +0.659 +0.675 +1.000 +0.753 +0.628 +0.615 : mostImpulsiveCoherentFiltered(2).impulsivityMeasure: +0.326 +0.292 +0.318 +0.753 +1.000 +0.272 +0.290 : mostImpulsiveDeconvolvedFiltered(2).linearPolFrac(): +0.714 +0.720 +0.720 +0.628 +0.272 +1.000 +0.977 : mostImpulsiveCoherentFiltered(2).linearPolFrac(): +0.728 +0.733 +0.733 +0.615 +0.290 +0.977 +1.000 : -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetInfo : Correlation matrix (Background): : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : hPolCoh.KLMag[hPolCoh.KLMagIdx] hPolDeconv.KLMag[hPolDeconv.KLMagIdx] hPol.KLMag[hPol.KLMagIdx] mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure mostImpulsiveCoherentFiltered(2).impulsivityMeasure mostImpulsiveDeconvolvedFiltered(2).linearPolFrac() mostImpulsiveCoherentFiltered(2).linearPolFrac() : hPolCoh.KLMag[hPolCoh.KLMagIdx]: +1.000 +0.874 +0.947 +0.041 +0.002 +0.320 +0.343 : hPolDeconv.KLMag[hPolDeconv.KLMagIdx]: +0.874 +1.000 +0.945 +0.039 -0.002 +0.311 +0.333 : hPol.KLMag[hPol.KLMagIdx]: +0.947 +0.945 +1.000 +0.040 +0.003 +0.320 +0.339 : mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure: +0.041 +0.039 +0.040 +1.000 +0.423 -0.058 -0.070 : mostImpulsiveCoherentFiltered(2).impulsivityMeasure: +0.002 -0.002 +0.003 +0.423 +1.000 -0.042 -0.050 : mostImpulsiveDeconvolvedFiltered(2).linearPolFrac(): +0.320 +0.311 +0.320 -0.058 -0.042 +1.000 +0.951 : mostImpulsiveCoherentFiltered(2).linearPolFrac(): +0.343 +0.333 +0.339 -0.070 -0.050 +0.951 +1.000 : -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetFactory : [trainedResults] : :
Factory : [trainedResults] : Create Transformation "I" with events from all classes. :
: Transformation, Variable selection : : Input : variable 'hPolCoh.KLMag[hPolCoh.KLMagIdx]' <---> Output : variable 'hPolCoh.KLMag[hPolCoh.KLMagIdx]' : Input : variable 'hPolDeconv.KLMag[hPolDeconv.KLMagIdx]' <---> Output : variable 'hPolDeconv.KLMag[hPolDeconv.KLMagIdx]' : Input : variable 'hPol.KLMag[hPol.KLMagIdx]' <---> Output : variable 'hPol.KLMag[hPol.KLMagIdx]' : Input : variable 'mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure' <---> Output : variable 'mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure' : Input : variable 'mostImpulsiveCoherentFiltered(2).impulsivityMeasure' <---> Output : variable 'mostImpulsiveCoherentFiltered(2).impulsivityMeasure' : Input : variable 'mostImpulsiveDeconvolvedFiltered(2).linearPolFrac()' <---> Output : variable 'mostImpulsiveDeconvolvedFiltered(2).linearPolFrac()' : Input : variable 'mostImpulsiveCoherentFiltered(2).linearPolFrac()' <---> Output : variable 'mostImpulsiveCoherentFiltered(2).linearPolFrac()'
TFHandler_Factory : Variable Mean RMS [ Min Max ] : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : hPolCoh.KLMag[hPolCoh.KLMagIdx]: 0.52051 0.30608 [ 0.046569 0.97864 ] : hPolDeconv.KLMag[hPolDeconv.KLMagIdx]: 0.52082 0.30601 [ 0.046381 0.98001 ] : hPol.KLMag[hPol.KLMagIdx]: 0.73230 0.43554 [ 0.071203 1.3811 ] : mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure: 0.64332 0.20724 [ 0.12048 0.95770 ] : mostImpulsiveCoherentFiltered(2).impulsivityMeasure: 0.58040 0.17642 [ 0.0091049 0.93403 ] : mostImpulsiveDeconvolvedFiltered(2).linearPolFrac(): 0.49693 0.33346 [ 3.7826e-05 0.97824 ] : mostImpulsiveCoherentFiltered(2).linearPolFrac(): 0.50136 0.33613 [ 4.1983e-05 0.98215 ] : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : Ranking input variables (method unspecific)...
IdTransformation : Ranking result (top variable is best ranked) : ------------------------------------------------------------------------------- : Rank : Variable : Separation : ------------------------------------------------------------------------------- : 1 : mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure : 9.936e-01 : 2 : hPolCoh.KLMag[hPolCoh.KLMagIdx] : 9.724e-01 : 3 : hPol.KLMag[hPol.KLMagIdx] : 9.723e-01 : 4 : hPolDeconv.KLMag[hPolDeconv.KLMagIdx] : 9.719e-01 : 5 : mostImpulsiveCoherentFiltered(2).linearPolFrac() : 9.509e-01 : 6 : mostImpulsiveDeconvolvedFiltered(2).linearPolFrac() : 9.492e-01 : 7 : mostImpulsiveCoherentFiltered(2).impulsivityMeasure : 9.186e-01 : -------------------------------------------------------------------------------
Factory : Train method: ideal for Classification :
ideal : Results for Fisher coefficients: : --------------------------------------------------------------------------------------------------------------- : Variable: Coefficient: : --------------------------------------------------------------------------------------------------------------- : hPolCoh.KLMag[hPolCoh.KLMagIdx]: +0.895 : hPolDeconv.KLMag[hPolDeconv.KLMagIdx]: +4.413 : hPol.KLMag[hPol.KLMagIdx]: -0.845 : mostImpulsiveDeconvolvedFiltered(2).impulsivityMeasure: +29.447 : mostImpulsiveCoherentFiltered(2).impulsivityMeasure: -4.818 : mostImpulsiveDeconvolvedFiltered(2).linearPolFrac(): -5.541 : mostImpulsiveCoherentFiltered(2).linearPolFrac(): +10.539 : (offset): -20.824 : --------------------------------------------------------------------------------------------------------------- : Elapsed time for training with 15514732 events: 30.5 sec
ideal : [trainedResults] : Evaluation of ideal on training sample (15514732 events) 0%, time left: unknown 6%, time left: 8 sec 12%, time left: 7 sec 18%, time left: 7 sec 25%, time left: 6 sec 31%, time left: 5 sec 37%, time left: 5 sec 43%, time left: 4 sec 50%, time left: 4 sec 56%, time left: 3 sec 62%, time left: 2 sec 68%, time left: 2 sec 75%, time left: 1 sec 81%, time left: 1 sec 87%, time left: 0 sec 93%, time left: 0 sec : Elapsed time for evaluation of 15514732 events: 7.87 sec : Creating xml weight file: trainedResults/weights/hPolKLCoeffsFullSemiweightedFactory_ideal.weights.xml : Creating standalone class: trainedResults/weights/hPolKLCoeffsFullSemiweightedFactory_ideal.class.C
Factory : Training finished : *** Break *** segmentation violation =========================================================== There was a crash. This is the entire stack trace of all threads: =========================================================== #0 0x00007f90a9a98bbc in __libc_waitpid (pid=9646, stat_loc=stat_loc entry=0x7fff6fa3c2e0, options=options entry=0) at ../sysdeps/unix/sysv/linux/waitpid.c:31 #1 0x00007f90a9a16ea2 in do_system (line=) at ../sysdeps/posix/system.c:148 #2 0x00007f90aab1f9f4 in TUnixSystem::StackTrace() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #3 0x00007f90aab2212c in TUnixSystem::DispatchSignals(ESignals) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #4 #5 0x00007f9093763b05 in TTreeFormula::LoadCurrentDim() () from /opt/root-6.18-gcc4.8/lib/libTreePlayer.so.6.18 #6 0x00007f9093765f8e in TTreeFormulaManager::GetNdata(bool) () from /opt/root-6.18-gcc4.8/lib/libTreePlayer.so.6.18 #7 0x00007f90965e4567 in TMVA::DataSetFactory::BuildEventVector(TMVA::DataSetInfo&, TMVA::DataInputHandler&, std::map >, std::allocator > > >, std::less, std::allocator >, std::allocator > > > > > >&, std::vector >&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #8 0x00007f90965e9e33 in TMVA::DataSetFactory::BuildInitialDataSet(TMVA::DataSetInfo&, TMVA::DataInputHandler&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #9 0x00007f90965ea017 in TMVA::DataSetFactory::CreateDataSet(TMVA::DataSetInfo&, TMVA::DataInputHandler&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #10 0x00007f90965f03dd in TMVA::DataSetManager::CreateDataSet(TString const&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #11 0x00007f90965eee8c in TMVA::DataSetInfo::GetDataSet() const () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #12 0x00007f9096610df2 in TMVA::Factory::TrainAllMethods() () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #13 0x00007f90ab1d5a77 in ?? () #14 0x00007fff6fa3f920 in ?? () #15 0x0000000000000000 in ?? () =========================================================== The lines below might hint at the cause of the crash. You may get help by asking at the ROOT forum http://root.cern.ch/forum Only if you are really convinced it is a bug in ROOT then please submit a report at http://root.cern.ch/bugs Please post the ENTIRE stack trace from above as an attachment in addition to anything else that might help us fixing this issue. =========================================================== #5 0x00007f9093763b05 in TTreeFormula::LoadCurrentDim() () from /opt/root-6.18-gcc4.8/lib/libTreePlayer.so.6.18 #6 0x00007f9093765f8e in TTreeFormulaManager::GetNdata(bool) () from /opt/root-6.18-gcc4.8/lib/libTreePlayer.so.6.18 #7 0x00007f90965e4567 in TMVA::DataSetFactory::BuildEventVector(TMVA::DataSetInfo&, TMVA::DataInputHandler&, std::map >, std::allocator > > >, std::less, std::allocator >, std::allocator > > > > > >&, std::vector >&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #8 0x00007f90965e9e33 in TMVA::DataSetFactory::BuildInitialDataSet(TMVA::DataSetInfo&, TMVA::DataInputHandler&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #9 0x00007f90965ea017 in TMVA::DataSetFactory::CreateDataSet(TMVA::DataSetInfo&, TMVA::DataInputHandler&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #10 0x00007f90965f03dd in TMVA::DataSetManager::CreateDataSet(TString const&) () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #11 0x00007f90965eee8c in TMVA::DataSetInfo::GetDataSet() const () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #12 0x00007f9096610df2 in TMVA::Factory::TrainAllMethods() () from /opt/root-6.18-gcc4.8/lib/libTMVA.so.6.18 #13 0x00007f90ab1d5a77 in ?? () #14 0x00007fff6fa3f920 in ?? () #15 0x0000000000000000 in ?? () =========================================================== *** Break *** segmentation violation =========================================================== There was a crash. This is the entire stack trace of all threads: =========================================================== #0 0x00007f90a9a98bbc in __libc_waitpid (pid=9720, stat_loc=stat_loc entry=0x7fff6fa449a0, options=options entry=0) at ../sysdeps/unix/sysv/linux/waitpid.c:31 #1 0x00007f90a9a16ea2 in do_system (line=) at ../sysdeps/posix/system.c:148 #2 0x00007f90aab1f9f4 in TUnixSystem::StackTrace() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #3 0x00007f90aab2212c in TUnixSystem::DispatchSignals(ESignals) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #4 #5 0x00007f90aaa8aef7 in TList::FindObject(TObject const*) const () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #6 0x00007f90aaa885bd in THashList::RecursiveRemove(TObject*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #7 0x00007f90aa9dfd83 in TROOT::RecursiveRemove(TObject*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #8 0x00007f90aaa228ae in TNamed::~TNamed() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #9 0x00007f909d3c83d9 in TTree::~TTree() () from /opt/root-6.18-gcc4.8/lib/libTree.so.6.18 #10 0x00007f90aaa88c1f in THashList::Delete(char const*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #11 0x00007f90aa9e1a26 in TROOT::EndOfProcessCleanups() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #12 0x00007f90aab1c771 in TUnixSystem::Exit(int, bool) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #13 0x00007f90aa9ee540 in TApplication::Terminate(int) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #14 0x00007f90aaeab801 in TRint::Run(bool) () from /opt/root-6.18-gcc4.8/lib/libRint.so.6.18 #15 0x00000000004008ea in main () =========================================================== The lines below might hint at the cause of the crash. You may get help by asking at the ROOT forum http://root.cern.ch/forum Only if you are really convinced it is a bug in ROOT then please submit a report at http://root.cern.ch/bugs Please post the ENTIRE stack trace from above as an attachment in addition to anything else that might help us fixing this issue. =========================================================== #5 0x00007f90aaa8aef7 in TList::FindObject(TObject const*) const () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #6 0x00007f90aaa885bd in THashList::RecursiveRemove(TObject*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #7 0x00007f90aa9dfd83 in TROOT::RecursiveRemove(TObject*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #8 0x00007f90aaa228ae in TNamed::~TNamed() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #9 0x00007f909d3c83d9 in TTree::~TTree() () from /opt/root-6.18-gcc4.8/lib/libTree.so.6.18 #10 0x00007f90aaa88c1f in THashList::Delete(char const*) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #11 0x00007f90aa9e1a26 in TROOT::EndOfProcessCleanups() () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #12 0x00007f90aab1c771 in TUnixSystem::Exit(int, bool) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #13 0x00007f90aa9ee540 in TApplication::Terminate(int) () from /opt/root-6.18-gcc4.8/lib/libCore.so.6.18 #14 0x00007f90aaeab801 in TRint::Run(bool) () from /opt/root-6.18-gcc4.8/lib/libRint.so.6.18 #15 0x00000000004008ea in main () ===========================================================