Execution Time6.72s

Test: rootbench-CrossValidationBenchmarks (Passed)
Build: master-x86_64-centos7-clang100-opt-no-rt-cxxmodules (olsnba08.cern.ch) on 2019-11-14 01:39:53
Repository revision: 32b17abcda23e44b64218a42d0ca69cb30cda7e0

Test Timing: Passed
Processors1

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Test output
Run on (48 X 3200 MHz CPU s)
2019-11-14 03:24:49
create data set info cv-bench
DataSetInfo              : [cv-bench] : Added class "Signal"
                         : Add Tree  of type Signal with 1000 events
DataSetInfo              : [cv-bench] : Added class "Background"
                         : Add Tree  of type Background with 1000 events
                         : Dataset[cv-bench] : Class index : 0  name : Signal
                         : Dataset[cv-bench] : Class index : 1  name : Background
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT_fold1      : 0.876
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT_fold1      : 0.193 (0.376)       0.689 (0.698)      0.881 (0.879)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT_fold2      : 0.818
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT_fold2      : 0.245 (0.345)       0.522 (0.706)      0.756 (0.806)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT_fold3      : 0.846
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT_fold3      : 0.075 (0.425)       0.655 (0.701)      0.825 (0.853)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT_fold4      : 0.845
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT_fold4      : 0.111 (0.503)       0.670 (0.703)      0.839 (0.855)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT_fold5      : 0.855
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT_fold5      : 0.245 (0.335)       0.643 (0.664)      0.807 (0.834)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-bench      BDT            : 0.846
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench             BDT            : 0.185 (0.185)       0.630 (0.630)      0.816 (0.816)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
--------------------------------------------------------------------------------
Benchmark                                         Time           CPU Iterations
--------------------------------------------------------------------------------
BM_CrossValidation_Evaluate              3589428304 ns 3580424187 ns          1
create data set info cv-multiproc-bench
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT_fold1      : 0.876
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT_fold1      : 0.193 (0.376)       0.689 (0.698)      0.881 (0.879)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT_fold2      : 0.818
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT_fold2      : 0.245 (0.345)       0.522 (0.706)      0.756 (0.806)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT_fold4      : 0.845
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT_fold4      : 0.111 (0.503)       0.670 (0.703)      0.839 (0.855)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT_fold3      : 0.846
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT_fold3      : 0.075 (0.425)       0.655 (0.701)      0.825 (0.853)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT_fold5      : 0.855
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT_fold5      : 0.245 (0.335)       0.643 (0.664)      0.807 (0.834)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : cv-multiproc-bench BDT            : 0.846
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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-bench   BDT            : 0.185 (0.185)       0.630 (0.630)      0.816 (0.816)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
BM_CrossValidation_Evaluate_Multiprocess 2572512668 ns  538130845 ns          1