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Reference Guide
TMVAClassificationCategoryApplication.C File Reference

Detailed Description

View in nbviewer Open in SWAN This macro provides a simple example on how to use the trained classifiers (with categories) within an analysis module

  • Project : TMVA - a Root-integrated toolkit for multivariate data analysis
  • Package : TMVA
  • Executable: TMVAClassificationCategoryApplication
==> Start TMVAClassificationCategoryApplication
: Booking "FisherCat method" of type "Category" from dataset/weights/TMVAClassificationCategory_FisherCat.weights.xml.
: Reading weight file: dataset/weights/TMVAClassificationCategory_FisherCat.weights.xml
<HEADER> DataSetInfo : [Default] : Added class "Signal"
<HEADER> DataSetInfo : [Default] : Added class "Background"
: Recreating sub-classifiers from XML-file
<HEADER> DataSetInfo : [Category_Fisher_1_dsi] : Added class "Signal"
<HEADER> DataSetInfo : [Category_Fisher_1_dsi] : Added class "Background"
<HEADER> DataSetInfo : [Category_Fisher_2_dsi] : Added class "Signal"
<HEADER> DataSetInfo : [Category_Fisher_2_dsi] : Added class "Background"
: Booked classifier "FisherCat" of type: "Category"
: Booking "LikelihoodCat method" of type "Category" from dataset/weights/TMVAClassificationCategory_LikelihoodCat.weights.xml.
: Reading weight file: dataset/weights/TMVAClassificationCategory_LikelihoodCat.weights.xml
: Recreating sub-classifiers from XML-file
<HEADER> DataSetInfo : [Category_Likelihood_1_dsi] : Added class "Signal"
<HEADER> DataSetInfo : [Category_Likelihood_1_dsi] : Added class "Background"
<HEADER> DataSetInfo : [Category_Likelihood_2_dsi] : Added class "Signal"
<HEADER> DataSetInfo : [Category_Likelihood_2_dsi] : Added class "Background"
: Booked classifier "LikelihoodCat" of type: "Category"
--- TMVAClassificationApp : Accessing /home/sftnight/build/workspace/root-makedoc-master/rootspi/rdoc/src/master/tutorials/tmva/data/toy_sigbkg_categ_offset.root!
--- Use signal sample for evaluation
: Rebuilding Dataset Default
Event is for method 1 spectator is 1.75912 0 classID 1 value 0.328671 type 0
Event is for method 1 spectator is 1.75912 0 classID 1 value 0.0943573 type 0
Event is for method 0 spectator is -0.546004 0 classID 1 value -0.310364 type 0
Event is for method 0 spectator is -0.546004 0 classID 1 value -0.082808 type 0
Event is for method 1 spectator is 1.87848 0 classID 1 value 0.67398 type 0
Event is for method 1 spectator is 1.87848 0 classID 1 value 0.174133 type 0
Event is for method 1 spectator is -2.00166 0 classID 1 value 0.191393 type 0
Event is for method 1 spectator is -2.00166 0 classID 1 value 0.0407445 type 0
Event is for method 0 spectator is 0.722828 0 classID 1 value 0.703339 type 0
Event is for method 0 spectator is 0.722828 0 classID 1 value 0.185905 type 0
Event is for method 0 spectator is -0.173259 0 classID 1 value 0.937597 type 0
Event is for method 0 spectator is -0.173259 0 classID 1 value 0.274587 type 0
Event is for method 0 spectator is 1.18951 0 classID 1 value 1.0524 type 0
Event is for method 0 spectator is 1.18951 0 classID 1 value 0.269752 type 0
Event is for method 0 spectator is -0.675506 0 classID 1 value -0.0164591 type 0
Event is for method 0 spectator is -0.675506 0 classID 1 value -0.0074498 type 0
Event is for method 1 spectator is 1.45244 0 classID 1 value 0.607748 type 0
Event is for method 1 spectator is 1.45244 0 classID 1 value 0.176429 type 0
Event is for method 1 spectator is 2.41226 0 classID 1 value 0.458235 type 0
Event is for method 1 spectator is 2.41226 0 classID 1 value 0.119913 type 0
Event is for method 1 spectator is -2.28989 0 classID 1 value 0.654292 type 0
Event is for method 1 spectator is -2.28989 0 classID 1 value 0.19659 type 0
Event is for method 1 spectator is 2.13842 0 classID 1 value 0.551655 type 0
Event is for method 1 spectator is 2.13842 0 classID 1 value 0.125883 type 0
Event is for method 0 spectator is -1.07804 0 classID 1 value 0.120947 type 0
Event is for method 0 spectator is -1.07804 0 classID 1 value 0.0328249 type 0
Event is for method 0 spectator is 0.471806 0 classID 1 value -0.0953958 type 0
Event is for method 0 spectator is 0.471806 0 classID 1 value -0.042882 type 0
Event is for method 1 spectator is 1.72042 0 classID 1 value 0.21809 type 0
Event is for method 1 spectator is 1.72042 0 classID 1 value 0.0492441 type 0
Event is for method 1 spectator is 1.79166 0 classID 1 value 1.07661 type 0
Event is for method 1 spectator is 1.79166 0 classID 1 value 0.299569 type 0
Event is for method 0 spectator is -0.230223 0 classID 1 value 0.546399 type 0
Event is for method 0 spectator is -0.230223 0 classID 1 value 0.142418 type 0
Event is for method 0 spectator is 0.163467 0 classID 1 value 0.88751 type 0
Event is for method 0 spectator is 0.163467 0 classID 1 value 0.219049 type 0
Event is for method 0 spectator is 0.0365141 0 classID 1 value 0.518492 type 0
Event is for method 0 spectator is 0.0365141 0 classID 1 value 0.158218 type 0
Event is for method 1 spectator is 1.50296 0 classID 1 value 1.54964 type 0
Event is for method 1 spectator is 1.50296 0 classID 1 value 0.436249 type 0
Event is for method 1 spectator is -1.88651 0 classID 1 value 0.882567 type 0
Event is for method 1 spectator is -1.88651 0 classID 1 value 0.247491 type 0
Event is for method 0 spectator is 0.0410807 0 classID 1 value 0.592775 type 0
Event is for method 0 spectator is 0.0410807 0 classID 1 value 0.157187 type 0
Event is for method 0 spectator is 0.27732 0 classID 1 value 0.713612 type 0
Event is for method 0 spectator is 0.27732 0 classID 1 value 0.16373 type 0
Event is for method 1 spectator is -2.01481 0 classID 1 value 0.807688 type 0
Event is for method 1 spectator is -2.01481 0 classID 1 value 0.233052 type 0
Event is for method 0 spectator is 0.729962 0 classID 1 value 0.648141 type 0
Event is for method 0 spectator is 0.729962 0 classID 1 value 0.23102 type 0
Event is for method 0 spectator is -0.198824 0 classID 1 value 0.873536 type 0
Event is for method 0 spectator is -0.198824 0 classID 1 value 0.211888 type 0
Event is for method 1 spectator is -2.14376 0 classID 1 value 0.12744 type 0
Event is for method 1 spectator is -2.14376 0 classID 1 value 0.0336653 type 0
Event is for method 0 spectator is -0.00798957 0 classID 1 value 0.30771 type 0
Event is for method 0 spectator is -0.00798957 0 classID 1 value 0.0752386 type 0
Event is for method 1 spectator is -2.30564 0 classID 1 value 0.537247 type 0
Event is for method 1 spectator is -2.30564 0 classID 1 value 0.140897 type 0
Event is for method 1 spectator is 2.49672 0 classID 1 value 0.906298 type 0
Event is for method 1 spectator is 2.49672 0 classID 1 value 0.255877 type 0
Event is for method 0 spectator is 0.541059 0 classID 1 value -0.137071 type 0
Event is for method 0 spectator is 0.541059 0 classID 1 value -0.0341483 type 0
Event is for method 1 spectator is -2.24666 0 classID 1 value -0.00628057 type 0
Event is for method 1 spectator is -2.24666 0 classID 1 value 0.0114213 type 0
Event is for method 1 spectator is 2.07193 0 classID 1 value 0.770165 type 0
Event is for method 1 spectator is 2.07193 0 classID 1 value 0.215702 type 0
Event is for method 1 spectator is 1.93641 0 classID 1 value 0.985341 type 0
Event is for method 1 spectator is 1.93641 0 classID 1 value 0.23472 type 0
Event is for method 1 spectator is -2.07399 0 classID 1 value 0.262637 type 0
Event is for method 1 spectator is -2.07399 0 classID 1 value 0.0576156 type 0
Event is for method 0 spectator is -1.23181 0 classID 1 value 0.780215 type 0
Event is for method 0 spectator is -1.23181 0 classID 1 value 0.210725 type 0
Event is for method 0 spectator is -0.243762 0 classID 1 value 0.380644 type 0
Event is for method 0 spectator is -0.243762 0 classID 1 value 0.101402 type 0
Event is for method 0 spectator is -0.511746 0 classID 1 value 0.857516 type 0
Event is for method 0 spectator is -0.511746 0 classID 1 value 0.220343 type 0
Event is for method 0 spectator is 0.659663 0 classID 1 value 0.668057 type 0
Event is for method 0 spectator is 0.659663 0 classID 1 value 0.318663 type 0
Event is for method 1 spectator is -2.07631 0 classID 1 value 0.62057 type 0
Event is for method 1 spectator is -2.07631 0 classID 1 value 0.141391 type 0
Event is for method 1 spectator is -1.95232 0 classID 1 value 0.546291 type 0
Event is for method 1 spectator is -1.95232 0 classID 1 value 0.116701 type 0
Event is for method 1 spectator is 2.00623 0 classID 1 value 0.377309 type 0
Event is for method 1 spectator is 2.00623 0 classID 1 value 0.105573 type 0
Event is for method 1 spectator is 1.77245 0 classID 1 value 0.438675 type 0
Event is for method 1 spectator is 1.77245 0 classID 1 value 0.124463 type 0
Event is for method 1 spectator is 2.40903 0 classID 1 value 0.541303 type 0
Event is for method 1 spectator is 2.40903 0 classID 1 value 0.142414 type 0
Event is for method 0 spectator is -0.934058 0 classID 1 value 0.951878 type 0
Event is for method 0 spectator is -0.934058 0 classID 1 value 0.240138 type 0
Event is for method 0 spectator is 0.0986885 0 classID 1 value 0.550567 type 0
Event is for method 0 spectator is 0.0986885 0 classID 1 value 0.172057 type 0
Event is for method 0 spectator is -0.0524656 0 classID 1 value 0.156009 type 0
Event is for method 0 spectator is -0.0524656 0 classID 1 value 0.0390559 type 0
Event is for method 0 spectator is -0.606933 0 classID 1 value -0.105778 type 0
Event is for method 0 spectator is -0.606933 0 classID 1 value -0.0251279 type 0
Event is for method 1 spectator is 1.59023 0 classID 1 value 0.318405 type 0
Event is for method 1 spectator is 1.59023 0 classID 1 value 0.0952713 type 0
Event is for method 1 spectator is -1.54265 0 classID 1 value 0.568891 type 0
Event is for method 1 spectator is -1.54265 0 classID 1 value 0.184623 type 0
Event is for method 1 spectator is 2.0788 0 classID 1 value 1.21337 type 0
Event is for method 1 spectator is 2.0788 0 classID 1 value 0.339402 type 0
Event is for method 1 spectator is 1.93435 0 classID 1 value 0.612011 type 0
Event is for method 1 spectator is 1.93435 0 classID 1 value 0.193773 type 0
Event is for method 1 spectator is 2.42094 0 classID 1 value 0.857264 type 0
Event is for method 1 spectator is 2.42094 0 classID 1 value 0.215938 type 0
Event is for method 1 spectator is 2.46559 0 classID 1 value 1.17751 type 0
Event is for method 1 spectator is 2.46559 0 classID 1 value 0.316553 type 0
Event is for method 0 spectator is -0.0403219 0 classID 1 value 0.291181 type 0
Event is for method 0 spectator is -0.0403219 0 classID 1 value 0.0698487 type 0
Event is for method 0 spectator is 1.09234 0 classID 1 value 0.116398 type 0
Event is for method 0 spectator is 1.09234 0 classID 1 value 0.0446977 type 0
Event is for method 0 spectator is 0.85661 0 classID 1 value 0.741431 type 0
Event is for method 0 spectator is 0.85661 0 classID 1 value 0.192762 type 0
Event is for method 1 spectator is -2.19527 0 classID 1 value -0.0855534 type 0
Event is for method 1 spectator is -2.19527 0 classID 1 value -0.0277921 type 0
Event is for method 1 spectator is -1.55337 0 classID 1 value 0.0185546 type 0
Event is for method 1 spectator is -1.55337 0 classID 1 value 0.005256 type 0
Event is for method 0 spectator is -0.291452 0 classID 1 value -0.56545 type 0
Event is for method 0 spectator is -0.291452 0 classID 1 value -0.140534 type 0
Event is for method 1 spectator is 2.37981 0 classID 1 value 0.0687385 type 0
Event is for method 1 spectator is 2.37981 0 classID 1 value 0.0166028 type 0
Event is for method 1 spectator is 2.2772 0 classID 1 value 0.460475 type 0
Event is for method 1 spectator is 2.2772 0 classID 1 value 0.116322 type 0
Event is for method 0 spectator is -0.0590827 0 classID 1 value 0.721858 type 0
Event is for method 0 spectator is -0.0590827 0 classID 1 value 0.190366 type 0
Event is for method 0 spectator is 0.826296 0 classID 1 value -0.135479 type 0
Event is for method 0 spectator is 0.826296 0 classID 1 value -0.0395721 type 0
Event is for method 0 spectator is 0.145811 0 classID 1 value 0.771476 type 0
Event is for method 0 spectator is 0.145811 0 classID 1 value 0.189435 type 0
Event is for method 1 spectator is 1.56515 0 classID 1 value 0.0624631 type 0
Event is for method 1 spectator is 1.56515 0 classID 1 value 0.0247073 type 0
Event is for method 1 spectator is -2.46743 0 classID 1 value 1.24732 type 0
Event is for method 1 spectator is -2.46743 0 classID 1 value 0.31956 type 0
Event is for method 0 spectator is 1.21798 0 classID 1 value 0.453232 type 0
Event is for method 0 spectator is 1.21798 0 classID 1 value 0.0991536 type 0
Event is for method 0 spectator is 0.367701 0 classID 1 value 0.507293 type 0
Event is for method 0 spectator is 0.367701 0 classID 1 value 0.154979 type 0
Event is for method 1 spectator is -1.85652 0 classID 1 value -0.181175 type 0
Event is for method 1 spectator is -1.85652 0 classID 1 value -0.0433322 type 0
Event is for method 1 spectator is 1.65011 0 classID 1 value -0.530879 type 0
Event is for method 1 spectator is 1.65011 0 classID 1 value -0.126149 type 0
Event is for method 1 spectator is -2.01156 0 classID 1 value 0.315997 type 0
Event is for method 1 spectator is -2.01156 0 classID 1 value 0.0893778 type 0
Event is for method 0 spectator is 0.191762 0 classID 1 value -0.150273 type 0
Event is for method 0 spectator is 0.191762 0 classID 1 value -0.0321841 type 0
Event is for method 0 spectator is 0.0658012 0 classID 1 value 0.235529 type 0
Event is for method 0 spectator is 0.0658012 0 classID 1 value 0.0594622 type 0
Event is for method 1 spectator is -2.43999 0 classID 1 value 0.00785032 type 0
Event is for method 1 spectator is -2.43999 0 classID 1 value 7.5497e-06 type 0
Event is for method 0 spectator is -1.27671 0 classID 1 value 0.0334567 type 0
Event is for method 0 spectator is -1.27671 0 classID 1 value 0.0277653 type 0
Event is for method 0 spectator is -0.843188 0 classID 1 value 0.366046 type 0
Event is for method 0 spectator is -0.843188 0 classID 1 value 0.0962065 type 0
Event is for method 0 spectator is -1.15773 0 classID 1 value 0.604326 type 0
Event is for method 0 spectator is -1.15773 0 classID 1 value 0.159364 type 0
Event is for method 1 spectator is -1.44061 0 classID 1 value 0.636814 type 0
Event is for method 1 spectator is -1.44061 0 classID 1 value 0.152647 type 0
Event is for method 1 spectator is -1.84911 0 classID 1 value 1.04532 type 0
Event is for method 1 spectator is -1.84911 0 classID 1 value 0.241828 type 0
Event is for method 1 spectator is -2.1687 0 classID 1 value 0.658846 type 0
Event is for method 1 spectator is -2.1687 0 classID 1 value 0.174768 type 0
Event is for method 1 spectator is -1.87208 0 classID 1 value -0.59984 type 0
Event is for method 1 spectator is -1.87208 0 classID 1 value -0.178069 type 0
Event is for method 1 spectator is 2.20586 0 classID 1 value 0.716751 type 0
Event is for method 1 spectator is 2.20586 0 classID 1 value 0.208899 type 0
Event is for method 1 spectator is 1.78677 0 classID 1 value 0.409158 type 0
Event is for method 1 spectator is 1.78677 0 classID 1 value 0.0996858 type 0
Event is for method 0 spectator is -0.278147 0 classID 1 value 0.980747 type 0
Event is for method 0 spectator is -0.278147 0 classID 1 value 0.239571 type 0
Event is for method 1 spectator is 2.44034 0 classID 1 value 1.02795 type 0
Event is for method 1 spectator is 2.44034 0 classID 1 value 0.251216 type 0
Event is for method 0 spectator is -0.571673 0 classID 1 value 1.38236 type 0
Event is for method 0 spectator is -0.571673 0 classID 1 value 0.380674 type 0
Event is for method 0 spectator is -0.470809 0 classID 1 value -0.568346 type 0
Event is for method 0 spectator is -0.470809 0 classID 1 value -0.168909 type 0
Event is for method 0 spectator is 0.0471215 0 classID 1 value 0.311493 type 0
Event is for method 0 spectator is 0.0471215 0 classID 1 value 0.0887646 type 0
Event is for method 1 spectator is -2.37466 0 classID 1 value 0.60731 type 0
Event is for method 1 spectator is -2.37466 0 classID 1 value 0.134602 type 0
Event is for method 0 spectator is -1.13778 0 classID 1 value -0.170264 type 0
Event is for method 0 spectator is -1.13778 0 classID 1 value -0.035557 type 0
Event is for method 0 spectator is -0.325328 0 classID 1 value 1.22978 type 0
Event is for method 0 spectator is -0.325328 0 classID 1 value 0.618402 type 0
Event is for method 1 spectator is 2.47052 0 classID 1 value 1.26594 type 0
Event is for method 1 spectator is 2.47052 0 classID 1 value 0.311464 type 0
Event is for method 1 spectator is 2.28948 0 classID 1 value 0.323731 type 0
Event is for method 1 spectator is 2.28948 0 classID 1 value 0.0735874 type 0
Event is for method 0 spectator is 1.25323 0 classID 1 value 0.507804 type 0
Event is for method 0 spectator is 1.25323 0 classID 1 value 0.144143 type 0
Event is for method 1 spectator is 1.32215 0 classID 1 value 0.38762 type 0
Event is for method 1 spectator is 1.32215 0 classID 1 value 0.139354 type 0
Event is for method 1 spectator is 2.38579 0 classID 1 value 0.990929 type 0
Event is for method 1 spectator is 2.38579 0 classID 1 value 0.265155 type 0
Event is for method 1 spectator is 1.9181 0 classID 1 value 0.280556 type 0
Event is for method 1 spectator is 1.9181 0 classID 1 value 0.0782909 type 0
Event is for method 0 spectator is 1.2731 0 classID 1 value 0.337978 type 0
Event is for method 0 spectator is 1.2731 0 classID 1 value 0.122555 type 0
Event is for method 0 spectator is 0.634585 0 classID 1 value 0.125753 type 0
Event is for method 0 spectator is 0.634585 0 classID 1 value 0.0360688 type 0
Event is for method 1 spectator is -2.15103 0 classID 1 value 0.912013 type 0
Event is for method 1 spectator is -2.15103 0 classID 1 value 0.198473 type 0
Event is for method 0 spectator is -0.102362 0 classID 1 value 0.966222 type 0
Event is for method 0 spectator is -0.102362 0 classID 1 value 0.266338 type 0
Event is for method 1 spectator is 1.59128 0 classID 1 value 1.00935 type 0
Event is for method 1 spectator is 1.59128 0 classID 1 value 0.28124 type 0
Event is for method 0 spectator is -1.07328 0 classID 1 value 0.255476 type 0
Event is for method 0 spectator is -1.07328 0 classID 1 value 0.0541969 type 0
Event is for method 1 spectator is 1.75066 0 classID 1 value -0.0416327 type 0
Event is for method 1 spectator is 1.75066 0 classID 1 value -0.0220285 type 0
Event is for method 1 spectator is 2.16105 0 classID 1 value 0.388116 type 0
Event is for method 1 spectator is 2.16105 0 classID 1 value 0.115009 type 0
Event is for method 1 spectator is 1.54619 0 classID 1 value 1.30052 type 0
Event is for method 1 spectator is 1.54619 0 classID 1 value 0.428976 type 0
Event is for method 1 spectator is -1.95224 0 classID 1 value 0.615106 type 0
Event is for method 1 spectator is -1.95224 0 classID 1 value 0.158529 type 0
Event is for method 1 spectator is 1.32226 0 classID 1 value -1.13647 type 0
Event is for method 1 spectator is 1.32226 0 classID 1 value -0.306001 type 0
Event is for method 0 spectator is -0.325043 0 classID 1 value 0.52902 type 0
Event is for method 0 spectator is -0.325043 0 classID 1 value 0.149693 type 0
Event is for method 0 spectator is 0.259835 0 classID 1 value -0.0422374 type 0
Event is for method 0 spectator is 0.259835 0 classID 1 value -0.0185344 type 0
Event is for method 0 spectator is 1.02778 0 classID 1 value 0.171822 type 0
Event is for method 0 spectator is 1.02778 0 classID 1 value 0.0437643 type 0
Event is for method 1 spectator is -1.43012 0 classID 1 value 0.15044 type 0
Event is for method 1 spectator is -1.43012 0 classID 1 value 0.0279658 type 0
Event is for method 0 spectator is 0.487415 0 classID 1 value 1.53356 type 0
Event is for method 0 spectator is 0.487415 0 classID 1 value 2.09015 type 0
Event is for method 1 spectator is 1.53954 0 classID 1 value 0.795242 type 0
Event is for method 1 spectator is 1.53954 0 classID 1 value 0.282021 type 0
Event is for method 1 spectator is -1.54354 0 classID 1 value 0.488755 type 0
Event is for method 1 spectator is -1.54354 0 classID 1 value 0.125062 type 0
Event is for method 1 spectator is -2.27015 0 classID 1 value 0.519565 type 0
Event is for method 1 spectator is -2.27015 0 classID 1 value 0.12493 type 0
Event is for method 0 spectator is 0.554907 0 classID 1 value 0.208961 type 0
Event is for method 0 spectator is 0.554907 0 classID 1 value 0.0446782 type 0
Event is for method 0 spectator is 0.410562 0 classID 1 value 0.311859 type 0
Event is for method 0 spectator is 0.410562 0 classID 1 value 0.0690321 type 0
Event is for method 1 spectator is -1.43693 0 classID 1 value 0.869659 type 0
Event is for method 1 spectator is -1.43693 0 classID 1 value 0.238991 type 0
Event is for method 1 spectator is -1.66066 0 classID 1 value 0.791959 type 0
Event is for method 1 spectator is -1.66066 0 classID 1 value 0.1806 type 0
Event is for method 0 spectator is 0.0674293 0 classID 1 value 1.11441 type 0
Event is for method 0 spectator is 0.0674293 0 classID 1 value 1.91019 type 0
Event is for method 1 spectator is -1.37673 0 classID 1 value -0.0140631 type 0
Event is for method 1 spectator is -1.37673 0 classID 1 value -0.0195685 type 0
Event is for method 1 spectator is 1.46631 0 classID 1 value -0.133293 type 0
Event is for method 1 spectator is 1.46631 0 classID 1 value -0.0144038 type 0
Event is for method 0 spectator is 0.0160595 0 classID 1 value 0.315592 type 0
Event is for method 0 spectator is 0.0160595 0 classID 1 value 0.0742787 type 0
Event is for method 0 spectator is -0.509636 0 classID 1 value 0.261368 type 0
Event is for method 0 spectator is -0.509636 0 classID 1 value 0.0674038 type 0
Event is for method 0 spectator is -1.02128 0 classID 1 value 0.71249 type 0
Event is for method 0 spectator is -1.02128 0 classID 1 value 0.163165 type 0
Event is for method 0 spectator is 0.562924 0 classID 1 value 1.64614 type 0
Event is for method 0 spectator is 0.562924 0 classID 1 value 2.08374 type 0
Event is for method 1 spectator is -2.45936 0 classID 1 value 0.618542 type 0
Event is for method 1 spectator is -2.45936 0 classID 1 value 0.150516 type 0
Event is for method 1 spectator is 2.04189 0 classID 1 value 0.894869 type 0
Event is for method 1 spectator is 2.04189 0 classID 1 value 0.250405 type 0
Event is for method 0 spectator is 0.816313 0 classID 1 value 1.28581 type 0
Event is for method 0 spectator is 0.816313 0 classID 1 value 0.336384 type 0
Event is for method 1 spectator is 1.52362 0 classID 1 value 0.649376 type 0
Event is for method 1 spectator is 1.52362 0 classID 1 value 0.182292 type 0
Event is for method 1 spectator is 2.33553 0 classID 1 value 0.426843 type 0
Event is for method 1 spectator is 2.33553 0 classID 1 value 0.107482 type 0
Event is for method 1 spectator is 1.82471 0 classID 1 value 0.797563 type 0
Event is for method 1 spectator is 1.82471 0 classID 1 value 0.216612 type 0
Event is for method 1 spectator is 1.50734 0 classID 1 value -0.0594383 type 0
Event is for method 1 spectator is 1.50734 0 classID 1 value -0.00516339 type 0
Event is for method 1 spectator is 1.86521 0 classID 1 value 0.681439 type 0
Event is for method 1 spectator is 1.86521 0 classID 1 value 0.193736 type 0
Event is for method 0 spectator is -1.06591 0 classID 1 value 0.486261 type 0
Event is for method 0 spectator is -1.06591 0 classID 1 value 0.123261 type 0
Event is for method 0 spectator is -0.669217 0 classID 1 value -0.149876 type 0
Event is for method 0 spectator is -0.669217 0 classID 1 value -0.0266749 type 0
Event is for method 0 spectator is 1.29813 0 classID 1 value 0.34596 type 0
Event is for method 0 spectator is 1.29813 0 classID 1 value 0.0839731 type 0
Event is for method 1 spectator is 1.56774 0 classID 1 value 0.625746 type 0
Event is for method 1 spectator is 1.56774 0 classID 1 value 0.187827 type 0
Event is for method 1 spectator is -2.46629 0 classID 1 value 0.565055 type 0
Event is for method 1 spectator is -2.46629 0 classID 1 value 0.163711 type 0
Event is for method 1 spectator is -1.46208 0 classID 1 value 0.112822 type 0
Event is for method 1 spectator is -1.46208 0 classID 1 value 0.0365574 type 0
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