#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*-

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:43:55 2012
Host           : Linux psr-lts309-32bit-kvm 2.4.21-63.ELsmp #1 SMP Wed Nov 4 04:34:43 CST 2009 i686 i686 i386 GNU/Linux
Dir            : /data/cdf04/stdenis/batch/run20572/job407
Training events: 49528


#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*-

# Set by User:
V: "False" [Verbose mode]
NCycles: "1000" [Number of training cycles]
HiddenLayers: "N+1,N" [Specification of hidden layer architecture]
# Default:
D: "False" [use-decorrelated-variables flag (depreciated)]
Normalise: "True" [Normalise input variables]
VarTransform: "None" [Variable transformation method]
VarTransformType: "Signal" [Use signal or background events for var transform]
NbinsMVAPdf: "60" [Number of bins used to create MVA PDF]
NsmoothMVAPdf: "2" [Number of smoothing iterations for MVA PDF]
VerboseLevel: "Info" [Verbosity level]
H: "False" [Print classifier-specific help message]
CreateMVAPdfs: "False" [Create PDFs for classifier outputs]
TxtWeightFilesOnly: "True" [if True, write all weights as text files]
NeuronType: "sigmoid" [Neuron activation function type]
NeuronInputType: "sum" [Neuron input function type]
RandomSeed: "1" [Random Number Seed for TRandom3]
RandomFile: "None" [Random Number input file for TRandom3]
TrainingMethod: "BP" [Train with Back-Propagation (BP - default) or Genetic Algorithm (GA - slower and worse)]
LearningRate: "0.02" [ANN learning rate parameter]
DecayRate: "0.01" [Decay rate for learning parameter]
TestRate: "10" [Test for overtraining performed at each #th epochs]
BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
##


#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*-

NVar 13
Ht                            Ht                                'F'    [47.6823577881,732.116455078]
LepAPt                        LepAPt                            'F'    [20.0003395081,161.648132324]
LepBPt                        LepBPt                            'F'    [10.0010261536,69.9040908813]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.16472387314,19.2874412537]
MetSpec                       MetSpec                           'F'    [15.0119848251,241.141921997]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1484737396,493.95300293]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.678276479244,293.303070068]
addEt                         addEt                             'F'    [47.6823577881,370.165649414]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.00143814424518,3.14159059525]
dPhiLeptons                   dPhiLeptons                       'F'    [2.52577920037e-05,1.1460981369]
dRLeptons                     dRLeptons                         'F'    [0.200028494,1.17128431797]
lep1_E                        lep1_E                            'F'    [20.0069885254,232.717926025]
lep2_E                        lep2_E                            'F'    [10.0076971054,122.221923828]


#MAT -*-*-*-*-*-*-*-*-* transformation data -*-*-*-*-*-*-*-*-*-


#WGT -*-*-*-*-*-*-*-*-*-*-*-*- weights -*-*-*-*-*-*-*-*-*-*-*-*-

Weights
(layer0,neuron0)-(layer1,neuron0): -0.418123075795
(layer0,neuron0)-(layer1,neuron1): 1.87557961409
(layer0,neuron0)-(layer1,neuron2): 1.00791977944
(layer0,neuron0)-(layer1,neuron3): 2.62156792933
(layer0,neuron0)-(layer1,neuron4): -0.773112333264
(layer0,neuron0)-(layer1,neuron5): -0.444631533896
(layer0,neuron0)-(layer1,neuron6): -1.52346996168
(layer0,neuron0)-(layer1,neuron7): 2.70038692592
(layer0,neuron0)-(layer1,neuron8): -1.668695668
(layer0,neuron0)-(layer1,neuron9): -0.835639642142
(layer0,neuron0)-(layer1,neuron10): -1.46359244672
(layer0,neuron0)-(layer1,neuron11): 0.281260270843
(layer0,neuron0)-(layer1,neuron12): -0.367573951514
(layer0,neuron0)-(layer1,neuron13): -0.684270752522
(layer0,neuron1)-(layer1,neuron0): -0.390654171868
(layer0,neuron1)-(layer1,neuron1): 1.08987085576
(layer0,neuron1)-(layer1,neuron2): 0.646563323993
(layer0,neuron1)-(layer1,neuron3): 4.90878188193
(layer0,neuron1)-(layer1,neuron4): 1.60768255356
(layer0,neuron1)-(layer1,neuron5): 4.24106061005
(layer0,neuron1)-(layer1,neuron6): -1.04337337347
(layer0,neuron1)-(layer1,neuron7): -1.72638646092
(layer0,neuron1)-(layer1,neuron8): 0.350721094093
(layer0,neuron1)-(layer1,neuron9): -0.586613521687
(layer0,neuron1)-(layer1,neuron10): 1.23490769893
(layer0,neuron1)-(layer1,neuron11): -0.255164214326
(layer0,neuron1)-(layer1,neuron12): 1.25069577677
(layer0,neuron1)-(layer1,neuron13): -3.34684052167
(layer0,neuron2)-(layer1,neuron0): -2.02843607796
(layer0,neuron2)-(layer1,neuron1): -0.080188204351
(layer0,neuron2)-(layer1,neuron2): 0.291485222086
(layer0,neuron2)-(layer1,neuron3): 3.79987658831
(layer0,neuron2)-(layer1,neuron4): 2.12568649482
(layer0,neuron2)-(layer1,neuron5): 2.83910045602
(layer0,neuron2)-(layer1,neuron6): -0.605731950128
(layer0,neuron2)-(layer1,neuron7): 3.98727652284
(layer0,neuron2)-(layer1,neuron8): -1.53596581063
(layer0,neuron2)-(layer1,neuron9): 3.14759169247
(layer0,neuron2)-(layer1,neuron10): -2.64679755022
(layer0,neuron2)-(layer1,neuron11): 2.0970924659
(layer0,neuron2)-(layer1,neuron12): 1.51610735852
(layer0,neuron2)-(layer1,neuron13): -1.44368473063
(layer0,neuron3)-(layer1,neuron0): 2.02098635088
(layer0,neuron3)-(layer1,neuron1): 1.32314370225
(layer0,neuron3)-(layer1,neuron2): -0.293269575969
(layer0,neuron3)-(layer1,neuron3): -2.03398026094
(layer0,neuron3)-(layer1,neuron4): 1.13269404547
(layer0,neuron3)-(layer1,neuron5): -0.965441516241
(layer0,neuron3)-(layer1,neuron6): 1.09090239572
(layer0,neuron3)-(layer1,neuron7): 4.17936300979
(layer0,neuron3)-(layer1,neuron8): 1.83822106164
(layer0,neuron3)-(layer1,neuron9): 0.676834891554
(layer0,neuron3)-(layer1,neuron10): -0.210691771167
(layer0,neuron3)-(layer1,neuron11): 1.00623069
(layer0,neuron3)-(layer1,neuron12): -3.73743727227
(layer0,neuron3)-(layer1,neuron13): -0.640125160864
(layer0,neuron4)-(layer1,neuron0): -1.17475171007
(layer0,neuron4)-(layer1,neuron1): -1.55546170353
(layer0,neuron4)-(layer1,neuron2): 2.07864257047
(layer0,neuron4)-(layer1,neuron3): 0.667460567348
(layer0,neuron4)-(layer1,neuron4): -0.83508493939
(layer0,neuron4)-(layer1,neuron5): 0.554852527958
(layer0,neuron4)-(layer1,neuron6): -0.970475735088
(layer0,neuron4)-(layer1,neuron7): 2.85395944241
(layer0,neuron4)-(layer1,neuron8): 1.81778737012
(layer0,neuron4)-(layer1,neuron9): -0.566984373146
(layer0,neuron4)-(layer1,neuron10): 1.23938839899
(layer0,neuron4)-(layer1,neuron11): -1.11074601634
(layer0,neuron4)-(layer1,neuron12): -0.0975991333412
(layer0,neuron4)-(layer1,neuron13): -1.95240928875
(layer0,neuron5)-(layer1,neuron0): -0.901485725029
(layer0,neuron5)-(layer1,neuron1): -1.58758939124
(layer0,neuron5)-(layer1,neuron2): 0.779749147411
(layer0,neuron5)-(layer1,neuron3): 1.28727113717
(layer0,neuron5)-(layer1,neuron4): 2.13437533556
(layer0,neuron5)-(layer1,neuron5): -0.0694473051347
(layer0,neuron5)-(layer1,neuron6): -2.72918979399
(layer0,neuron5)-(layer1,neuron7): -2.91598269932
(layer0,neuron5)-(layer1,neuron8): 0.481477019016
(layer0,neuron5)-(layer1,neuron9): 0.693473978219
(layer0,neuron5)-(layer1,neuron10): 1.59637040874
(layer0,neuron5)-(layer1,neuron11): 1.51646471496
(layer0,neuron5)-(layer1,neuron12): 2.31730941109
(layer0,neuron5)-(layer1,neuron13): -0.229678426932
(layer0,neuron6)-(layer1,neuron0): -0.864684871005
(layer0,neuron6)-(layer1,neuron1): -0.257629940022
(layer0,neuron6)-(layer1,neuron2): 1.41326503318
(layer0,neuron6)-(layer1,neuron3): -0.937864532669
(layer0,neuron6)-(layer1,neuron4): -0.535107614185
(layer0,neuron6)-(layer1,neuron5): -0.371267136797
(layer0,neuron6)-(layer1,neuron6): -0.819273598786
(layer0,neuron6)-(layer1,neuron7): 0.912688921482
(layer0,neuron6)-(layer1,neuron8): 1.68104379424
(layer0,neuron6)-(layer1,neuron9): -1.45677505154
(layer0,neuron6)-(layer1,neuron10): -0.267460470565
(layer0,neuron6)-(layer1,neuron11): 2.04779893167
(layer0,neuron6)-(layer1,neuron12): -0.560575359122
(layer0,neuron6)-(layer1,neuron13): -2.93496102409
(layer0,neuron7)-(layer1,neuron0): -1.30867606521
(layer0,neuron7)-(layer1,neuron1): 0.239268408283
(layer0,neuron7)-(layer1,neuron2): -1.48285201
(layer0,neuron7)-(layer1,neuron3): 3.82642526903
(layer0,neuron7)-(layer1,neuron4): 4.14833495424
(layer0,neuron7)-(layer1,neuron5): 6.85861663067
(layer0,neuron7)-(layer1,neuron6): -1.64905762306
(layer0,neuron7)-(layer1,neuron7): 8.39722295063
(layer0,neuron7)-(layer1,neuron8): -0.497596570026
(layer0,neuron7)-(layer1,neuron9): -0.543088433197
(layer0,neuron7)-(layer1,neuron10): 1.78978033023
(layer0,neuron7)-(layer1,neuron11): 0.548503331043
(layer0,neuron7)-(layer1,neuron12): -1.88894243569
(layer0,neuron7)-(layer1,neuron13): -4.10440911873
(layer0,neuron8)-(layer1,neuron0): 0.626073623718
(layer0,neuron8)-(layer1,neuron1): 1.04692454999
(layer0,neuron8)-(layer1,neuron2): -1.08961111416
(layer0,neuron8)-(layer1,neuron3): 3.79697598807
(layer0,neuron8)-(layer1,neuron4): -0.0198176151254
(layer0,neuron8)-(layer1,neuron5): -1.68701273952
(layer0,neuron8)-(layer1,neuron6): 1.46002397841
(layer0,neuron8)-(layer1,neuron7): -2.7875445989
(layer0,neuron8)-(layer1,neuron8): -1.41676413883
(layer0,neuron8)-(layer1,neuron9): 0.714201825755
(layer0,neuron8)-(layer1,neuron10): 0.503846659461
(layer0,neuron8)-(layer1,neuron11): 0.274206777589
(layer0,neuron8)-(layer1,neuron12): -3.25784694137
(layer0,neuron8)-(layer1,neuron13): -0.912372343335
(layer0,neuron9)-(layer1,neuron0): -0.561037788096
(layer0,neuron9)-(layer1,neuron1): 0.239262602734
(layer0,neuron9)-(layer1,neuron2): -1.78751197197
(layer0,neuron9)-(layer1,neuron3): -1.02883467321
(layer0,neuron9)-(layer1,neuron4): 0.925506415386
(layer0,neuron9)-(layer1,neuron5): 0.116044966147
(layer0,neuron9)-(layer1,neuron6): -0.0455118477339
(layer0,neuron9)-(layer1,neuron7): 0.421671289264
(layer0,neuron9)-(layer1,neuron8): 0.436280994939
(layer0,neuron9)-(layer1,neuron9): 2.70845566272
(layer0,neuron9)-(layer1,neuron10): 0.108389628379
(layer0,neuron9)-(layer1,neuron11): -1.91884678673
(layer0,neuron9)-(layer1,neuron12): -0.924710623071
(layer0,neuron9)-(layer1,neuron13): -0.263134016754
(layer0,neuron10)-(layer1,neuron0): 1.4900861926
(layer0,neuron10)-(layer1,neuron1): 0.600863165766
(layer0,neuron10)-(layer1,neuron2): -1.10388675104
(layer0,neuron10)-(layer1,neuron3): 0.107982890333
(layer0,neuron10)-(layer1,neuron4): -0.217613679102
(layer0,neuron10)-(layer1,neuron5): 1.54719669066
(layer0,neuron10)-(layer1,neuron6): 0.522426444581
(layer0,neuron10)-(layer1,neuron7): 0.49789427158
(layer0,neuron10)-(layer1,neuron8): 0.0936365220122
(layer0,neuron10)-(layer1,neuron9): 1.32645235496
(layer0,neuron10)-(layer1,neuron10): -0.28100501143
(layer0,neuron10)-(layer1,neuron11): 0.000200593689939
(layer0,neuron10)-(layer1,neuron12): -0.131140462989
(layer0,neuron10)-(layer1,neuron13): -0.198412229913
(layer0,neuron11)-(layer1,neuron0): -0.206959893762
(layer0,neuron11)-(layer1,neuron1): 0.190327291477
(layer0,neuron11)-(layer1,neuron2): 2.50955807654
(layer0,neuron11)-(layer1,neuron3): 0.55044532828
(layer0,neuron11)-(layer1,neuron4): 0.262750531076
(layer0,neuron11)-(layer1,neuron5): -4.61677646683
(layer0,neuron11)-(layer1,neuron6): 0.894788912919
(layer0,neuron11)-(layer1,neuron7): -2.31671280232
(layer0,neuron11)-(layer1,neuron8): -0.223406689418
(layer0,neuron11)-(layer1,neuron9): -1.14883743639
(layer0,neuron11)-(layer1,neuron10): 3.50624034696
(layer0,neuron11)-(layer1,neuron11): -0.376786694901
(layer0,neuron11)-(layer1,neuron12): -1.33841659955
(layer0,neuron11)-(layer1,neuron13): 1.29295232123
(layer0,neuron12)-(layer1,neuron0): -0.839845486432
(layer0,neuron12)-(layer1,neuron1): -1.15812930204
(layer0,neuron12)-(layer1,neuron2): 1.99405278053
(layer0,neuron12)-(layer1,neuron3): -0.835016096292
(layer0,neuron12)-(layer1,neuron4): -0.860919545443
(layer0,neuron12)-(layer1,neuron5): -1.71104250075
(layer0,neuron12)-(layer1,neuron6): 1.02772192488
(layer0,neuron12)-(layer1,neuron7): 0.243116903807
(layer0,neuron12)-(layer1,neuron8): 0.531227814019
(layer0,neuron12)-(layer1,neuron9): -0.466975523129
(layer0,neuron12)-(layer1,neuron10): 0.228574845135
(layer0,neuron12)-(layer1,neuron11): -0.661315254492
(layer0,neuron12)-(layer1,neuron12): -1.33212543531
(layer0,neuron12)-(layer1,neuron13): 1.7424618131
(layer0,neuron13)-(layer1,neuron0): 1.94343370974
(layer0,neuron13)-(layer1,neuron1): -1.69259350095
(layer0,neuron13)-(layer1,neuron2): -0.762841651909
(layer0,neuron13)-(layer1,neuron3): 6.01508228152
(layer0,neuron13)-(layer1,neuron4): 3.16981491057
(layer0,neuron13)-(layer1,neuron5): 6.85265165351
(layer0,neuron13)-(layer1,neuron6): 0.859533200468
(layer0,neuron13)-(layer1,neuron7): 10.5004923081
(layer0,neuron13)-(layer1,neuron8): 0.329664338479
(layer0,neuron13)-(layer1,neuron9): 1.44257663881
(layer0,neuron13)-(layer1,neuron10): 2.12661474264
(layer0,neuron13)-(layer1,neuron11): 0.511995299286
(layer0,neuron13)-(layer1,neuron12): 0.2174863413
(layer0,neuron13)-(layer1,neuron13): -6.03348941959
(layer1,neuron0)-(layer2,neuron0): -3.17126787055
(layer1,neuron0)-(layer2,neuron1): 0.114576313686
(layer1,neuron0)-(layer2,neuron2): -1.13863731203
(layer1,neuron0)-(layer2,neuron3): -2.11706089558
(layer1,neuron0)-(layer2,neuron4): -0.830359485
(layer1,neuron0)-(layer2,neuron5): -1.56850056615
(layer1,neuron0)-(layer2,neuron6): -0.975653138596
(layer1,neuron0)-(layer2,neuron7): -2.25185765196
(layer1,neuron0)-(layer2,neuron8): -0.367576735657
(layer1,neuron0)-(layer2,neuron9): -0.470288074735
(layer1,neuron0)-(layer2,neuron10): -1.57586380112
(layer1,neuron0)-(layer2,neuron11): -0.383672060183
(layer1,neuron0)-(layer2,neuron12): 0.775989847221
(layer1,neuron1)-(layer2,neuron0): 0.958618281631
(layer1,neuron1)-(layer2,neuron1): 0.914340224756
(layer1,neuron1)-(layer2,neuron2): -0.180865066957
(layer1,neuron1)-(layer2,neuron3): -1.82190866475
(layer1,neuron1)-(layer2,neuron4): -0.95740006515
(layer1,neuron1)-(layer2,neuron5): 1.71165103422
(layer1,neuron1)-(layer2,neuron6): 1.83677145821
(layer1,neuron1)-(layer2,neuron7): 0.668182497975
(layer1,neuron1)-(layer2,neuron8): -0.0670644051668
(layer1,neuron1)-(layer2,neuron9): 1.86582650607
(layer1,neuron1)-(layer2,neuron10): -1.89233513052
(layer1,neuron1)-(layer2,neuron11): -1.11259364891
(layer1,neuron1)-(layer2,neuron12): -0.17220793853
(layer1,neuron2)-(layer2,neuron0): -1.64050233977
(layer1,neuron2)-(layer2,neuron1): 1.55192784226
(layer1,neuron2)-(layer2,neuron2): 1.41036781049
(layer1,neuron2)-(layer2,neuron3): -1.29720575718
(layer1,neuron2)-(layer2,neuron4): 0.762297854006
(layer1,neuron2)-(layer2,neuron5): -0.215429819985
(layer1,neuron2)-(layer2,neuron6): -1.91983206653
(layer1,neuron2)-(layer2,neuron7): -1.12622631175
(layer1,neuron2)-(layer2,neuron8): 0.664758213851
(layer1,neuron2)-(layer2,neuron9): -0.0661254834766
(layer1,neuron2)-(layer2,neuron10): 1.07310750412
(layer1,neuron2)-(layer2,neuron11): -1.16706118354
(layer1,neuron2)-(layer2,neuron12): 1.52932412962
(layer1,neuron3)-(layer2,neuron0): -2.10450889685
(layer1,neuron3)-(layer2,neuron1): 1.71141061929
(layer1,neuron3)-(layer2,neuron2): -0.604252455956
(layer1,neuron3)-(layer2,neuron3): -1.75476936863
(layer1,neuron3)-(layer2,neuron4): -1.33308310526
(layer1,neuron3)-(layer2,neuron5): -1.81867757158
(layer1,neuron3)-(layer2,neuron6): -1.27808764015
(layer1,neuron3)-(layer2,neuron7): -1.2588861567
(layer1,neuron3)-(layer2,neuron8): -1.88123282044
(layer1,neuron3)-(layer2,neuron9): -1.90404227307
(layer1,neuron3)-(layer2,neuron10): 0.291956077562
(layer1,neuron3)-(layer2,neuron11): -1.29634047195
(layer1,neuron3)-(layer2,neuron12): -5.31664026659
(layer1,neuron4)-(layer2,neuron0): 0.198347018701
(layer1,neuron4)-(layer2,neuron1): -2.37448411997
(layer1,neuron4)-(layer2,neuron2): -1.08720939345
(layer1,neuron4)-(layer2,neuron3): -1.62526647306
(layer1,neuron4)-(layer2,neuron4): 0.200201483944
(layer1,neuron4)-(layer2,neuron5): 1.08209440545
(layer1,neuron4)-(layer2,neuron6): 0.0768681421901
(layer1,neuron4)-(layer2,neuron7): -0.639999418283
(layer1,neuron4)-(layer2,neuron8): -1.66958476331
(layer1,neuron4)-(layer2,neuron9): -1.87514743436
(layer1,neuron4)-(layer2,neuron10): -1.2148872149
(layer1,neuron4)-(layer2,neuron11): -1.9330681125
(layer1,neuron4)-(layer2,neuron12): -3.39160228261
(layer1,neuron5)-(layer2,neuron0): -0.919075456688
(layer1,neuron5)-(layer2,neuron1): 1.53347343295
(layer1,neuron5)-(layer2,neuron2): -1.74462418477
(layer1,neuron5)-(layer2,neuron3): -0.334484863565
(layer1,neuron5)-(layer2,neuron4): -0.640066927342
(layer1,neuron5)-(layer2,neuron5): -2.84230157709
(layer1,neuron5)-(layer2,neuron6): 0.994765168169
(layer1,neuron5)-(layer2,neuron7): 1.26805380107
(layer1,neuron5)-(layer2,neuron8): -0.984089962287
(layer1,neuron5)-(layer2,neuron9): -1.6594151192
(layer1,neuron5)-(layer2,neuron10): 0.4864085829
(layer1,neuron5)-(layer2,neuron11): 1.04612466601
(layer1,neuron5)-(layer2,neuron12): -3.77266178798
(layer1,neuron6)-(layer2,neuron0): -1.48467735229
(layer1,neuron6)-(layer2,neuron1): -0.591568373832
(layer1,neuron6)-(layer2,neuron2): 0.147007827931
(layer1,neuron6)-(layer2,neuron3): 0.488705986766
(layer1,neuron6)-(layer2,neuron4): 0.863766828886
(layer1,neuron6)-(layer2,neuron5): -1.98368624653
(layer1,neuron6)-(layer2,neuron6): -0.874216984244
(layer1,neuron6)-(layer2,neuron7): -0.513551750547
(layer1,neuron6)-(layer2,neuron8): -2.50079800568
(layer1,neuron6)-(layer2,neuron9): -1.67364688585
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