Execution Time1.30s

Test: gtest-tmva-tmva-test-crossvalidation-testCrossValidationMultiProc (Passed)
Build: v6-18-00-patches-x86_64-ubuntu18-gcc7-opt (sft-ubuntu-1804-3) on 2019-11-14 02:27:03
Repository revision: 869553a4dd0f00a0fc618d6e9d1fbdd66c820707

Test Timing: Passed
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Test output
Running main() from gtest_main.cc
[==========] Running 1 test from 1 test case.
[----------] Global test environment set-up.
[----------] 1 test from CrossValidationMultiprocess
[ RUN      ] CrossValidationMultiprocess.EqualOutputTo
DataSetInfo              : [cv-multiproc] : Added class "Signal"
                         : Add Tree  of type Signal with 50 events
DataSetInfo              : [cv-multiproc] : Added class "Background"
                         : Add Tree  of type Background with 50 events
                         : Dataset[cv-multiproc] : Class index : 0  name : Signal
                         : Dataset[cv-multiproc] : Class index : 1  name : Background
                         : Evaluate method: BDT
<HEADER> Factory                  : Booking method: BDT_fold1
                         : 
<HEADER> BDT_fold1                : #events: (reweighted) sig: 25 bkg: 25
                         : #events: (unweighted) sig: 25 bkg: 25
                         : Training 100 Decision Trees ... patience please
                         : Elapsed time for training with 50 events: 0.0144 sec         
<HEADER> BDT_fold1                : [cv-multiproc] : Evaluation of BDT_fold1 on training sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000305 sec       
                         : Creating xml weight file: cv-multiproc/weights/1-proc_BDT_fold1.weights.xml
                         : Creating standalone class: cv-multiproc/weights/1-proc_BDT_fold1.class.C
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT_fold1 for Classification performance
                         : 
<HEADER> BDT_fold1                : [cv-multiproc] : Evaluation of BDT_fold1 on testing sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000293 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT_fold1
                         : 
<HEADER> BDT_fold1                : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
<HEADER> Factory                  : Booking method: BDT_fold2
                         : 
<HEADER> BDT_fold2                : #events: (reweighted) sig: 25 bkg: 25
                         : #events: (unweighted) sig: 25 bkg: 25
                         : Training 100 Decision Trees ... patience please
                         : Elapsed time for training with 50 events: 0.00736 sec         
<HEADER> BDT_fold2                : [cv-multiproc] : Evaluation of BDT_fold2 on training sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000298 sec       
                         : Creating xml weight file: cv-multiproc/weights/1-proc_BDT_fold2.weights.xml
                         : Creating standalone class: cv-multiproc/weights/1-proc_BDT_fold2.class.C
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT_fold2 for Classification performance
                         : 
<HEADER> BDT_fold2                : [cv-multiproc] : Evaluation of BDT_fold2 on testing sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000302 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT_fold2
                         : 
<HEADER> BDT_fold2                : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
<HEADER> Factory                  : Booking method: BDT
                         : 
                         : Reading weightfile: cv-multiproc/weights/1-proc_BDT_fold1.weights.xml
                         : Reading weight file: cv-multiproc/weights/1-proc_BDT_fold1.weights.xml
                         : Reading weightfile: cv-multiproc/weights/1-proc_BDT_fold2.weights.xml
                         : Reading weight file: cv-multiproc/weights/1-proc_BDT_fold2.weights.xml
                         : Elapsed time for training with 100 events: 1.29e-05 sec         
<HEADER> BDT                      : [cv-multiproc] : Evaluation of BDT on training sample (100 events)
                         : Elapsed time for evaluation of 100 events: 0.000488 sec       
                         : Creating xml weight file: cv-multiproc/weights/1-proc_BDT.weights.xml
                         : Creating standalone class: cv-multiproc/weights/1-proc_BDT.class.C
<WARNING> <WARNING>                : MakeClassSpecificHeader not implemented for CrossValidation
<WARNING> <WARNING>                : MakeClassSpecific not implemented for CrossValidation
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT for Classification performance
                         : 
<HEADER> BDT                      : [cv-multiproc] : Evaluation of BDT on testing sample (100 events)
                         : Elapsed time for evaluation of 100 events: 0.000479 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT
                         : 
<HEADER> BDT                      : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc  BDT            : 0.569
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : Testing efficiency compared to training efficiency (overtraining check)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet              MVA              Signal efficiency: from test sample (from training sample) 
                         : Name:                Method:          @B=0.01             @B=0.10            @B=0.30   
                         : -------------------------------------------------------------------------------------------------------------------
                         : cv-multiproc         BDT            : 0.000 (0.000)       0.196 (0.196)      0.380 (0.380)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
                         : Evaluation done.
<HEADER> DataSetInfo              : [cv-multiproc] : Added class "Signal"
                         : Add Tree  of type Signal with 50 events
<HEADER> DataSetInfo              : [cv-multiproc] : Added class "Background"
                         : Add Tree  of type Background with 50 events
                         : Dataset[cv-multiproc] : Class index : 0  name : Signal
                         : Dataset[cv-multiproc] : Class index : 1  name : Background
                         : Evaluate method: BDT
<HEADER> Factory                  : Booking method: BDT_fold1
                         : 
<HEADER> BDT_fold1                : #events: (reweighted) sig: 25 bkg: 25
                         : #events: (unweighted) sig: 25 bkg: 25
                         : Training 100 Decision Trees ... patience please
<HEADER> Factory                  : Booking method: BDT_fold2
                         : 
<HEADER> BDT_fold2                : #events: (reweighted) sig: 25 bkg: 25
                         : #events: (unweighted) sig: 25 bkg: 25
                         : Training 100 Decision Trees ... patience please
                         : Elapsed time for training with 50 events: 0.0081 sec         
<HEADER> BDT_fold1                : [cv-multiproc] : Evaluation of BDT_fold1 on training sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000269 sec       
                         : Creating xml weight file: cv-multiproc/weights/2-proc_BDT_fold1.weights.xml
                         : Elapsed time for training with 50 events: 0.00866 sec         
<HEADER> BDT_fold2                : [cv-multiproc] : Evaluation of BDT_fold2 on training sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000282 sec       
                         : Creating xml weight file: cv-multiproc/weights/2-proc_BDT_fold2.weights.xml
                         : Creating standalone class: cv-multiproc/weights/2-proc_BDT_fold1.class.C
                         : Creating standalone class: cv-multiproc/weights/2-proc_BDT_fold2.class.C
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT_fold1 for Classification performance
                         : 
<HEADER> BDT_fold1                : [cv-multiproc] : Evaluation of BDT_fold1 on testing sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.00028 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT_fold1
                         : 
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT_fold2 for Classification performance
                         : 
<HEADER> BDT_fold1                : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> BDT_fold2                : [cv-multiproc] : Evaluation of BDT_fold2 on testing sample (50 events)
                         : Elapsed time for evaluation of 50 events: 0.000299 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT_fold2
                         : 
<HEADER> BDT_fold2                : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
<HEADER> Factory                  : Booking method: BDT
                         : 
                         : Reading weightfile: cv-multiproc/weights/2-proc_BDT_fold1.weights.xml
                         : Reading weight file: cv-multiproc/weights/2-proc_BDT_fold1.weights.xml
                         : Reading weightfile: cv-multiproc/weights/2-proc_BDT_fold2.weights.xml
                         : Reading weight file: cv-multiproc/weights/2-proc_BDT_fold2.weights.xml
                         : Elapsed time for training with 100 events: 5.01e-06 sec         
<HEADER> BDT                      : [cv-multiproc] : Evaluation of BDT on training sample (100 events)
                         : Elapsed time for evaluation of 100 events: 0.000523 sec       
                         : Creating xml weight file: cv-multiproc/weights/2-proc_BDT.weights.xml
                         : Creating standalone class: cv-multiproc/weights/2-proc_BDT.class.C
<WARNING> <WARNING>                : MakeClassSpecificHeader not implemented for CrossValidation
<WARNING> <WARNING>                : MakeClassSpecific not implemented for CrossValidation
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: BDT for Classification performance
                         : 
<HEADER> BDT                      : [cv-multiproc] : Evaluation of BDT on testing sample (100 events)
                         : Elapsed time for evaluation of 100 events: 0.000525 sec       
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: BDT
                         : 
<HEADER> BDT                      : [cv-multiproc] : Loop over test events and fill histograms with classifier response...
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc  BDT            : 0.569
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : Testing efficiency compared to training efficiency (overtraining check)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet              MVA              Signal efficiency: from test sample (from training sample) 
                         : Name:                Method:          @B=0.01             @B=0.10            @B=0.30   
                         : -------------------------------------------------------------------------------------------------------------------
                         : cv-multiproc         BDT            : 0.000 (0.000)       0.196 (0.196)      0.380 (0.380)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
                         : Evaluation done.
CV with 1 process took  : 0.305998
CV with 2 processes took: 0.291616
                         : Booking "BDT1" of type "CrossValidation" from cv-multiproc/weights/1-proc_BDT.weights.xml.
                         : Reading weight file: cv-multiproc/weights/1-proc_BDT.weights.xml
<HEADER> DataSetInfo              : [Default] : Added class "Signal"
<HEADER> DataSetInfo              : [Default] : Added class "Background"
                         : Reading weightfile: cv-multiproc/weights/1-proc_BDT_fold1.weights.xml
                         : Reading weight file: cv-multiproc/weights/1-proc_BDT_fold1.weights.xml
                         : Reading weightfile: cv-multiproc/weights/1-proc_BDT_fold2.weights.xml
                         : Reading weight file: cv-multiproc/weights/1-proc_BDT_fold2.weights.xml
                         : Booked classifier "BDT" of type: "CrossValidation"
                         : Booking "BDT2" of type "CrossValidation" from cv-multiproc/weights/2-proc_BDT.weights.xml.
                         : Reading weight file: cv-multiproc/weights/2-proc_BDT.weights.xml
                         : Reading weightfile: cv-multiproc/weights/2-proc_BDT_fold1.weights.xml
                         : Reading weight file: cv-multiproc/weights/2-proc_BDT_fold1.weights.xml
                         : Reading weightfile: cv-multiproc/weights/2-proc_BDT_fold2.weights.xml
                         : Reading weight file: cv-multiproc/weights/2-proc_BDT_fold2.weights.xml
                         : Booked classifier "BDT" of type: "CrossValidation"
[       OK ] CrossValidationMultiprocess.EqualOutputTo (1240 ms)
[----------] 1 test from CrossValidationMultiprocess (1240 ms total)

[----------] Global test environment tear-down
[==========] 1 test from 1 test case ran. (1240 ms total)
[  PASSED  ] 1 test.