Difference: AnalysisTxt1405006 (1 vs. 3)

Revision 3
16 Apr 2009 - PatRyan
Line: 1 to 1
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META TOPICPARENT name="AnalysisVersion1405006"
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META TOPICPARENT name="AnalysisVersion1405006TMVA"
 
=== TMVAnalysis: use method(s)...
=== - <CutsGA>
Revision 2
13 Mar 2009 - PatRyan
Line: 1 to 1
 
META TOPICPARENT name="AnalysisVersion1405006"
=== TMVAnalysis: use method(s)...
Line: 38 to 38
  !!!! TopTreeSig TopTreeBkg
Factory : Preparing trees for training and testing...
DataSet : Parsing option string:
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DataSet : "NSigTrain=10000000000:NBkgTrain=100000000000::NSigTest=2:NBkgTest=2:SplitMode=Alternate:NormMode=NumEvents:!V"
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DataSet : "NSigTrain=113:NBkgTrain=1121::NSigTest=2:NBkgTest=2:SplitMode=Alternate:NormMode=NumEvents:!V"
 
DataSet : The following options are set:
DataSet : - By User:
DataSet : SplitMode: "Alternate" [Method for selecting training and testing events (default: random)]
DataSet : NormMode: "NumEvents" [Overall renormalisation of event-by-event weights (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)]
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DataSet : NSigTrain: "0" [Number of signal training events (default: 0 - all)]
DataSet : NBkgTrain: "0" [Number of background training events (default: 0 - all)]
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DataSet : NSigTrain: "113" [Number of signal training events (default: 0 - all)]
DataSet : NBkgTrain: "1121" [Number of background training events (default: 0 - all)]
 
DataSet : NSigTest: "2" [Number of signal testing events (default: 0 - all)]
DataSet : NBkgTest: "2" [Number of background testing events (default: 0 - all)]
DataSet : V: "False" [Verbose mode]
Line: 638 to 638
 
CutsFitter_GA : Trim: "False" [Trim the population to PopSize after assessing the fitness of each individual]
CutsFitter_GA : Seed: "100" [Set seed of random generator (0 gives random seeds)]
CutsFitter_GA : Optimisation, please be patient ... (note: inaccurate progress timing for GA)
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CutsFitter_GA : Elapsed time: 3.9 sec
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CutsFitter_GA : Elapsed time: 4.07 sec
 
Cuts : -----------------------------------------------------
Cuts : Cut values for requested signal efficiency: 0.1
Cuts : Corresponding background efficiency : 0.00732256)
Line: 1024 to 1024
 
MLP : ================================================================
MLP :
MLP : Training Network
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MLP : Train: elapsed time: 4.19 sec
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MLP : Train: elapsed time: 4.01 sec
 
MLP : Creating weight file in text format: weights/TMVAnalysis_MLP.weights.txt
MLP : Creating standalone response class : weights/TMVAnalysis_MLP.class.C
MLP : Write special histos to file: TMVAout.1405006.root:/Method_MLP/MLP
Factory : Train method: SVM_Gauss
SVM : Sorry, no computing time forecast available for SVM, please wait ...
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SVM : elapsed time: 0.0279 sec
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SVM : elapsed time: 0.0262 sec
 
SVM : number of iterations: 3
SVM : Results:
SVM : - number of support vectors: 17 (1%)
Line: 1041 to 1041
 
SVM : No monitoring histograms written
Factory : Train method: BDT
BDT : Training 400 Decision Trees ... patience please
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BDT : elapsed time: 24.1 sec
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BDT : elapsed time: 25.2 sec
 
BDT : average number of nodes before/after pruning : 89 / 49
BDT : Creating weight file in text format: weights/TMVAnalysis_BDT.weights.txt
BDT : Creating standalone response class : weights/TMVAnalysis_BDT.class.C
BDT : Write monitoring histograms to file: TMVAout.1405006.root:/Method_BDT/BDT
Factory : Train method: BDTD
BDT : Training 400 Decision Trees ... patience please
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BDT : elapsed time: 24.4 sec
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BDT : elapsed time: 25.9 sec
 
BDT : average number of nodes before/after pruning : 88 / 54
BDT : Creating weight file in text format: weights/TMVAnalysis_BDTD.weights.txt
BDT : Creating standalone response class : weights/TMVAnalysis_BDTD.class.C
Line: 1190 to 1190
 
RuleFit :
RuleFit : GD path scan - the scan stops when the max num. of steps is reached or a min is found
RuleFit : Estimating the cutoff parameter tau. The estimated time is a pessimistic maximum.
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RuleFit : Best path found with tau = 1.0000 after 0.907 sec
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RuleFit : Best path found with tau = 1.0000 after 0.943 sec
 
RuleFit : Fitting model...
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RuleFit : Minimization elapsed time : 1.57 sec
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RuleFit : Minimization elapsed time : 1.63 sec
 
RuleFit : ----------------------------------------------------------------
RuleFit : Found minimum at step 5700 with error = 0.380611
RuleFit : Reason for ending loop: end of loop reached
RuleFit : ----------------------------------------------------------------
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RuleFit : Elapsed time: 2.89 sec
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RuleFit : Elapsed time: 3.02 sec
 
RuleFit : Removed 174 out of a total of 177 rules with importance < 0.001
RuleFit :
RuleFit : ============================================================
Line: 1320 to 1320
 
Cuts : Read cuts optimised using Genetic Algorithm
Cuts : in 100 signal efficiency bins and for 4 variables
Cuts : Preparing evaluation tree...
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Cuts : Elapsed time for evaluation of 4 events: 0.195 sec
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Cuts : Elapsed time for evaluation of 4 events: 0.213 sec
 
Factory : Test method: Likelihood
Likelihood : Reading weight file: weights/TMVAnalysis_Likelihood.weights.txt
Likelihood : Read method with name and title
Line: 1328 to 1328
 
Likelihood : Classifier was trained with ROOT Version: 5.20/00
Likelihood : Create VariableTransformation "None"
Likelihood : Preparing evaluation tree...
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Likelihood : Elapsed time for evaluation of 4 events: 0.0972 sec
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Likelihood : Elapsed time for evaluation of 4 events: 0.133 sec
 
Factory : Test method: LikelihoodPCA
Likelihood : Reading weight file: weights/TMVAnalysis_LikelihoodPCA.weights.txt
Likelihood : Read method with name and title
Line: 1337 to 1337
 
Likelihood : Create VariableTransformation "PCA"
Likelihood : Use principal component transformation
Likelihood : Preparing evaluation tree...
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Likelihood : Elapsed time for evaluation of 4 events: 0.154 sec
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Likelihood : Elapsed time for evaluation of 4 events: 0.113 sec
 
Factory : Test method: PDERS
PDERS : Reading weight file: weights/TMVAnalysis_PDERS.weights.txt
PDERS : Read method with name and title
Line: 1345 to 1345
 
PDERS : Classifier was trained with ROOT Version: 5.20/00
PDERS : Create VariableTransformation "None"
PDERS : Preparing evaluation tree...
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PDERS : Elapsed time for evaluation of 4 events: 0.12 sec
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PDERS : Elapsed time for evaluation of 4 events: 0.111 sec
 
Factory : Test method: HMatrix
HMatrix : Reading weight file: weights/TMVAnalysis_HMatrix.weights.txt
HMatrix : Read method with name and title
Line: 1353 to 1353
 
HMatrix : Classifier was trained with ROOT Version: 5.20/00
HMatrix : Create VariableTransformation "None"
HMatrix : Preparing evaluation tree...
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HMatrix : Elapsed time for evaluation of 4 events: 0.118 sec
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HMatrix : Elapsed time for evaluation of 4 events: 0.121 sec
 
Factory : Test method: Fisher
Fisher : Reading weight file: weights/TMVAnalysis_Fisher.weights.txt
Fisher : Read method with name and title
Line: 1361 to 1361
 
Fisher : Classifier was trained with ROOT Version: 5.20/00
Fisher : Create VariableTransformation "None"
Fisher : Preparing evaluation tree...
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Fisher : Elapsed time for evaluation of 4 events: 0.113 sec
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Fisher : Elapsed time for evaluation of 4 events: 0.109 sec
 
Factory : Test method: FDA_MT
FDA : Reading weight file: weights/TMVAnalysis_FDA_MT.weights.txt
FDA : Read method with name and title
Line: 1388 to 1388
 
FDA_Fitter_M...: Tolerance: "0.1" [TMinuit: tolerance to the function value at the minimum]
FDA_Fitter_M...: Init
FDA : Preparing evaluation tree...
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FDA : Elapsed time for evaluation of 4 events: 0.0974 sec
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FDA : Elapsed time for evaluation of 4 events: 0.116 sec
 
Factory : Test method: MLP
MLP : Reading weight file: weights/TMVAnalysis_MLP.weights.txt
MLP : Read method with name and title
Line: 1399 to 1399
 
MLP : Initializing weights
MLP : Forcing weights
MLP : Preparing evaluation tree...
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MLP : Elapsed time for evaluation of 4 events: 0.0931 sec
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MLP : Elapsed time for evaluation of 4 events: 0.139 sec
 
Factory : Test method: SVM_Gauss
SVM : Reading weight file: weights/TMVAnalysis_SVM_Gauss.weights.txt
SVM : Read method with name and title
Line: 1407 to 1407
 
SVM : Classifier was trained with ROOT Version: 5.20/00
SVM : Create VariableTransformation "None"
SVM : Preparing evaluation tree...
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SVM : Elapsed time for evaluation of 4 events: 0.0961 sec
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SVM : Elapsed time for evaluation of 4 events: 0.103 sec
 
Factory : Test method: BDT
BDT : Reading weight file: weights/TMVAnalysis_BDT.weights.txt
BDT : Read method with name and title
Line: 1416 to 1416
 
BDT : Create VariableTransformation "None"
BDT : Read 400 Decision trees
BDT : Preparing evaluation tree...
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BDT : Elapsed time for evaluation of 4 events: 0.0984 sec
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BDT : Elapsed time for evaluation of 4 events: 0.0999 sec
 
Factory : Test method: BDTD
BDT : Reading weight file: weights/TMVAnalysis_BDTD.weights.txt
BDT : Read method with name and title
Line: 1425 to 1425
 
BDT : Create VariableTransformation "Decorrelate"
BDT : Read 400 Decision trees
BDT : Preparing evaluation tree...
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BDT : Elapsed time for evaluation of 4 events: 0.11 sec
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BDT : Elapsed time for evaluation of 4 events: 0.105 sec
 
Factory : Test method: RuleFit
RuleFit : Reading weight file: weights/TMVAnalysis_RuleFit.weights.txt
RuleFit : Read method with name and title
Line: 1433 to 1433
 
RuleFit : Classifier was trained with ROOT Version: 5.20/00
RuleFit : Create VariableTransformation "None"
RuleFit : Preparing evaluation tree...
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RuleFit : Elapsed time for evaluation of 4 events: 0.0966 sec
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RuleFit : Elapsed time for evaluation of 4 events: 0.105 sec
 
Factory : Evaluating all classifiers...
Factory : Evaluate classifier: CutsGA
Factory : Evaluate classifier: Likelihood
Line: 1835 to 1835
 

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-- PatRyan - 10 Mar 2009
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-- PatRyan - 13 Mar 2009
 
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