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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:03:43 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/job404
Training events: 48964


#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'    [47.4487342834,803.330627441]
LepAPt                        LepAPt                            'F'    [20.0000915527,158.247711182]
LepBPt                        LepBPt                            'F'    [10.000123024,71.4863357544]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.978936254978,16.7354717255]
MetSpec                       MetSpec                           'F'    [15.0048427582,229.921310425]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1199874878,498.085754395]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [1.28708541393,323.660003662]
addEt                         addEt                             'F'    [47.4487342834,409.19140625]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0808083936572,3.14158177376]
dPhiLeptons                   dPhiLeptons                       'F'    [1.1922662452e-05,1.11774706841]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.15372478962]
lep1_E                        lep1_E                            'F'    [20.0080432892,211.499725342]
lep2_E                        lep2_E                            'F'    [10.0116767883,106.10823822]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.384518168454
(layer0,neuron0)-(layer1,neuron1): 2.05017750074
(layer0,neuron0)-(layer1,neuron2): 0.895286446998
(layer0,neuron0)-(layer1,neuron3): 1.3358842354
(layer0,neuron0)-(layer1,neuron4): -0.931453085615
(layer0,neuron0)-(layer1,neuron5): -0.839074849225
(layer0,neuron0)-(layer1,neuron6): 0.212688979024
(layer0,neuron0)-(layer1,neuron7): 1.3036511923
(layer0,neuron0)-(layer1,neuron8): -0.859533020644
(layer0,neuron0)-(layer1,neuron9): -0.631330893121
(layer0,neuron0)-(layer1,neuron10): -1.44872260542
(layer0,neuron0)-(layer1,neuron11): -0.0461268283106
(layer0,neuron0)-(layer1,neuron12): -0.634595622498
(layer0,neuron0)-(layer1,neuron13): 0.0789310980345
(layer0,neuron1)-(layer1,neuron0): -0.590209410876
(layer0,neuron1)-(layer1,neuron1): 0.905108183647
(layer0,neuron1)-(layer1,neuron2): 0.767523413061
(layer0,neuron1)-(layer1,neuron3): -0.406893026164
(layer0,neuron1)-(layer1,neuron4): 0.220471736621
(layer0,neuron1)-(layer1,neuron5): 1.31616051359
(layer0,neuron1)-(layer1,neuron6): -3.17499086423
(layer0,neuron1)-(layer1,neuron7): -1.41829312111
(layer0,neuron1)-(layer1,neuron8): 1.14240601288
(layer0,neuron1)-(layer1,neuron9): 3.46466266271
(layer0,neuron1)-(layer1,neuron10): -1.64558999118
(layer0,neuron1)-(layer1,neuron11): -0.741869920271
(layer0,neuron1)-(layer1,neuron12): -2.08094126758
(layer0,neuron1)-(layer1,neuron13): -4.18016212882
(layer0,neuron2)-(layer1,neuron0): -1.84901434875
(layer0,neuron2)-(layer1,neuron1): 0.663723829877
(layer0,neuron2)-(layer1,neuron2): 1.09883218407
(layer0,neuron2)-(layer1,neuron3): -2.27584539045
(layer0,neuron2)-(layer1,neuron4): -0.953772798514
(layer0,neuron2)-(layer1,neuron5): 0.631232211135
(layer0,neuron2)-(layer1,neuron6): -4.20164561437
(layer0,neuron2)-(layer1,neuron7): -0.395989255843
(layer0,neuron2)-(layer1,neuron8): -1.60401305388
(layer0,neuron2)-(layer1,neuron9): 2.84747731186
(layer0,neuron2)-(layer1,neuron10): 1.1323790758
(layer0,neuron2)-(layer1,neuron11): 1.876642073
(layer0,neuron2)-(layer1,neuron12): -0.997645536758
(layer0,neuron2)-(layer1,neuron13): -3.43947102539
(layer0,neuron3)-(layer1,neuron0): 1.92309772458
(layer0,neuron3)-(layer1,neuron1): 1.20563895686
(layer0,neuron3)-(layer1,neuron2): -0.0751739260086
(layer0,neuron3)-(layer1,neuron3): -1.79006344352
(layer0,neuron3)-(layer1,neuron4): 1.07531579826
(layer0,neuron3)-(layer1,neuron5): -0.414106706336
(layer0,neuron3)-(layer1,neuron6): 4.30443326533
(layer0,neuron3)-(layer1,neuron7): 1.37936971078
(layer0,neuron3)-(layer1,neuron8): 2.38311930391
(layer0,neuron3)-(layer1,neuron9): 1.25140467593
(layer0,neuron3)-(layer1,neuron10): -1.82099099182
(layer0,neuron3)-(layer1,neuron11): 1.537878337
(layer0,neuron3)-(layer1,neuron12): -3.41075443166
(layer0,neuron3)-(layer1,neuron13): -1.59133486849
(layer0,neuron4)-(layer1,neuron0): -1.29458858421
(layer0,neuron4)-(layer1,neuron1): -1.60194620725
(layer0,neuron4)-(layer1,neuron2): 1.87447775397
(layer0,neuron4)-(layer1,neuron3): 0.090225849522
(layer0,neuron4)-(layer1,neuron4): -0.0464668839548
(layer0,neuron4)-(layer1,neuron5): 1.16398671946
(layer0,neuron4)-(layer1,neuron6): 1.40465417583
(layer0,neuron4)-(layer1,neuron7): 0.192305344086
(layer0,neuron4)-(layer1,neuron8): 2.99057805647
(layer0,neuron4)-(layer1,neuron9): 1.34539801262
(layer0,neuron4)-(layer1,neuron10): -0.278549723
(layer0,neuron4)-(layer1,neuron11): -1.36886621793
(layer0,neuron4)-(layer1,neuron12): -1.2811254951
(layer0,neuron4)-(layer1,neuron13): -2.76146848228
(layer0,neuron5)-(layer1,neuron0): -0.800474878768
(layer0,neuron5)-(layer1,neuron1): -1.35242433073
(layer0,neuron5)-(layer1,neuron2): 0.629282351247
(layer0,neuron5)-(layer1,neuron3): 0.651030649165
(layer0,neuron5)-(layer1,neuron4): 2.4693842911
(layer0,neuron5)-(layer1,neuron5): 0.430493094313
(layer0,neuron5)-(layer1,neuron6): -1.52567902214
(layer0,neuron5)-(layer1,neuron7): -2.55088350278
(layer0,neuron5)-(layer1,neuron8): 1.44698542268
(layer0,neuron5)-(layer1,neuron9): 0.868965276871
(layer0,neuron5)-(layer1,neuron10): 2.18622528906
(layer0,neuron5)-(layer1,neuron11): 1.0956673517
(layer0,neuron5)-(layer1,neuron12): 2.03545164738
(layer0,neuron5)-(layer1,neuron13): 0.0176186121172
(layer0,neuron6)-(layer1,neuron0): -0.916137434471
(layer0,neuron6)-(layer1,neuron1): -0.0456389255607
(layer0,neuron6)-(layer1,neuron2): 1.21650398612
(layer0,neuron6)-(layer1,neuron3): -1.04162067298
(layer0,neuron6)-(layer1,neuron4): -0.302842282184
(layer0,neuron6)-(layer1,neuron5): -0.838900495421
(layer0,neuron6)-(layer1,neuron6): -0.27073844491
(layer0,neuron6)-(layer1,neuron7): -0.757034479135
(layer0,neuron6)-(layer1,neuron8): 2.15372210829
(layer0,neuron6)-(layer1,neuron9): -0.37292780841
(layer0,neuron6)-(layer1,neuron10): -0.598606082346
(layer0,neuron6)-(layer1,neuron11): 1.78474900061
(layer0,neuron6)-(layer1,neuron12): -1.50296880759
(layer0,neuron6)-(layer1,neuron13): -2.8556146883
(layer0,neuron7)-(layer1,neuron0): -1.42212473717
(layer0,neuron7)-(layer1,neuron1): 0.436690055882
(layer0,neuron7)-(layer1,neuron2): -0.872706571715
(layer0,neuron7)-(layer1,neuron3): -5.57963444712
(layer0,neuron7)-(layer1,neuron4): 1.37313918894
(layer0,neuron7)-(layer1,neuron5): 2.21699975564
(layer0,neuron7)-(layer1,neuron6): -4.57977925397
(layer0,neuron7)-(layer1,neuron7): 1.25773949356
(layer0,neuron7)-(layer1,neuron8): 0.0305716013389
(layer0,neuron7)-(layer1,neuron9): 3.35290555012
(layer0,neuron7)-(layer1,neuron10): 0.365988201412
(layer0,neuron7)-(layer1,neuron11): 0.299137797771
(layer0,neuron7)-(layer1,neuron12): -6.30793975648
(layer0,neuron7)-(layer1,neuron13): -5.21634351087
(layer0,neuron8)-(layer1,neuron0): 0.421502804735
(layer0,neuron8)-(layer1,neuron1): -0.123722805728
(layer0,neuron8)-(layer1,neuron2): -0.906042883309
(layer0,neuron8)-(layer1,neuron3): 2.39655903857
(layer0,neuron8)-(layer1,neuron4): -0.638378752137
(layer0,neuron8)-(layer1,neuron5): -1.7614879029
(layer0,neuron8)-(layer1,neuron6): 3.62268118951
(layer0,neuron8)-(layer1,neuron7): -0.368846947746
(layer0,neuron8)-(layer1,neuron8): -1.58497335313
(layer0,neuron8)-(layer1,neuron9): 0.764614019018
(layer0,neuron8)-(layer1,neuron10): -1.32769682425
(layer0,neuron8)-(layer1,neuron11): 0.848586270368
(layer0,neuron8)-(layer1,neuron12): -0.432837486659
(layer0,neuron8)-(layer1,neuron13): -0.146232994792
(layer0,neuron9)-(layer1,neuron0): -0.548551389108
(layer0,neuron9)-(layer1,neuron1): -0.0525392688734
(layer0,neuron9)-(layer1,neuron2): -1.91439777912
(layer0,neuron9)-(layer1,neuron3): -1.58168740273
(layer0,neuron9)-(layer1,neuron4): 0.162721739804
(layer0,neuron9)-(layer1,neuron5): -0.67949313645
(layer0,neuron9)-(layer1,neuron6): 1.17793476841
(layer0,neuron9)-(layer1,neuron7): -2.00378929519
(layer0,neuron9)-(layer1,neuron8): -0.755035488219
(layer0,neuron9)-(layer1,neuron9): -0.946606426547
(layer0,neuron9)-(layer1,neuron10): 1.26510227837
(layer0,neuron9)-(layer1,neuron11): -0.991776946682
(layer0,neuron9)-(layer1,neuron12): 0.22973759158
(layer0,neuron9)-(layer1,neuron13): -0.35804601544
(layer0,neuron10)-(layer1,neuron0): 1.4033339806
(layer0,neuron10)-(layer1,neuron1): -0.375302813712
(layer0,neuron10)-(layer1,neuron2): -2.30295472297
(layer0,neuron10)-(layer1,neuron3): -2.8231748717
(layer0,neuron10)-(layer1,neuron4): -1.3506380408
(layer0,neuron10)-(layer1,neuron5): 2.07782713989
(layer0,neuron10)-(layer1,neuron6): -0.650438270115
(layer0,neuron10)-(layer1,neuron7): -1.5220210061
(layer0,neuron10)-(layer1,neuron8): -1.44286965848
(layer0,neuron10)-(layer1,neuron9): -0.53975858939
(layer0,neuron10)-(layer1,neuron10): -2.17366175713
(layer0,neuron10)-(layer1,neuron11): 1.09978338942
(layer0,neuron10)-(layer1,neuron12): 1.78887256103
(layer0,neuron10)-(layer1,neuron13): -0.957126388565
(layer0,neuron11)-(layer1,neuron0): -0.510657492891
(layer0,neuron11)-(layer1,neuron1): -0.230402219528
(layer0,neuron11)-(layer1,neuron2): 1.71253440238
(layer0,neuron11)-(layer1,neuron3): 2.01173947577
(layer0,neuron11)-(layer1,neuron4): 1.42339056944
(layer0,neuron11)-(layer1,neuron5): -1.5633414608
(layer0,neuron11)-(layer1,neuron6): 1.00690834824
(layer0,neuron11)-(layer1,neuron7): 0.523603664536
(layer0,neuron11)-(layer1,neuron8): 1.15331656603
(layer0,neuron11)-(layer1,neuron9): 1.7634221926
(layer0,neuron11)-(layer1,neuron10): -0.804872275471
(layer0,neuron11)-(layer1,neuron11): -0.0946372695975
(layer0,neuron11)-(layer1,neuron12): -0.732575472927
(layer0,neuron11)-(layer1,neuron13): 2.12302361873
(layer0,neuron12)-(layer1,neuron0): -0.857560680704
(layer0,neuron12)-(layer1,neuron1): -0.736081290818
(layer0,neuron12)-(layer1,neuron2): 1.51112430214
(layer0,neuron12)-(layer1,neuron3): 2.81588943932
(layer0,neuron12)-(layer1,neuron4): -0.164473595583
(layer0,neuron12)-(layer1,neuron5): 2.08768592535
(layer0,neuron12)-(layer1,neuron6): 2.19367888277
(layer0,neuron12)-(layer1,neuron7): -1.75334260253
(layer0,neuron12)-(layer1,neuron8): 0.616035466401
(layer0,neuron12)-(layer1,neuron9): -0.0384169712368
(layer0,neuron12)-(layer1,neuron10): 0.940664370035
(layer0,neuron12)-(layer1,neuron11): -0.311046378966
(layer0,neuron12)-(layer1,neuron12): -1.529996505
(layer0,neuron12)-(layer1,neuron13): 1.72555224129
(layer0,neuron13)-(layer1,neuron0): 1.99719026394
(layer0,neuron13)-(layer1,neuron1): -1.35339864326
(layer0,neuron13)-(layer1,neuron2): 0.800217122885
(layer0,neuron13)-(layer1,neuron3): -6.98173870848
(layer0,neuron13)-(layer1,neuron4): 0.226890793191
(layer0,neuron13)-(layer1,neuron5): 2.03827906276
(layer0,neuron13)-(layer1,neuron6): -9.46362819466
(layer0,neuron13)-(layer1,neuron7): 0.815411147602
(layer0,neuron13)-(layer1,neuron8): -0.291621684784
(layer0,neuron13)-(layer1,neuron9): 7.61735427386
(layer0,neuron13)-(layer1,neuron10): 1.89409863671
(layer0,neuron13)-(layer1,neuron11): 0.646306641303
(layer0,neuron13)-(layer1,neuron12): -7.53882014974
(layer0,neuron13)-(layer1,neuron13): -11.1594061005
(layer1,neuron0)-(layer2,neuron0): -0.269112827657
(layer1,neuron0)-(layer2,neuron1): -0.303730860844
(layer1,neuron0)-(layer2,neuron2): -0.437481057575
(layer1,neuron0)-(layer2,neuron3): -1.74165205614
(layer1,neuron0)-(layer2,neuron4): -0.622545030538
(layer1,neuron0)-(layer2,neuron5): -1.49448063806
(layer1,neuron0)-(layer2,neuron6): -0.312868052439
(layer1,neuron0)-(layer2,neuron7): -2.095547988
(layer1,neuron0)-(layer2,neuron8): 0.024943715749
(layer1,neuron0)-(layer2,neuron9): -0.120188089588
(layer1,neuron0)-(layer2,neuron10): -1.39644611032
(layer1,neuron0)-(layer2,neuron11): -0.113668005179
(layer1,neuron0)-(layer2,neuron12): -0.304394701233
(layer1,neuron1)-(layer2,neuron0): 1.56770272787
(layer1,neuron1)-(layer2,neuron1): 0.55640594474
(layer1,neuron1)-(layer2,neuron2): -0.516548548181
(layer1,neuron1)-(layer2,neuron3): -2.00180575497
(layer1,neuron1)-(layer2,neuron4): -0.896760589422
(layer1,neuron1)-(layer2,neuron5): 1.74954879715
(layer1,neuron1)-(layer2,neuron6): 0.889078941656
(layer1,neuron1)-(layer2,neuron7): 0.896672689711
(layer1,neuron1)-(layer2,neuron8): 0.139663696442
(layer1,neuron1)-(layer2,neuron9): 2.0106444913
(layer1,neuron1)-(layer2,neuron10): -1.63329840157
(layer1,neuron1)-(layer2,neuron11): -1.18279886454
(layer1,neuron1)-(layer2,neuron12): 0.15157242044
(layer1,neuron2)-(layer2,neuron0): -1.68603209743
(layer1,neuron2)-(layer2,neuron1): -0.103867249607
(layer1,neuron2)-(layer2,neuron2): 2.38992008593
(layer1,neuron2)-(layer2,neuron3): -1.17614479956
(layer1,neuron2)-(layer2,neuron4): 0.572711232929
(layer1,neuron2)-(layer2,neuron5): -0.114767343559
(layer1,neuron2)-(layer2,neuron6): -2.88042039521
(layer1,neuron2)-(layer2,neuron7): -1.17796563346
(layer1,neuron2)-(layer2,neuron8): 0.992241627194
(layer1,neuron2)-(layer2,neuron9): -0.400469712154
(layer1,neuron2)-(layer2,neuron10): 0.642308687048
(layer1,neuron2)-(layer2,neuron11): -1.47960217276
(layer1,neuron2)-(layer2,neuron12): 1.04053983746
(layer1,neuron3)-(layer2,neuron0): -3.06046442391
(layer1,neuron3)-(layer2,neuron1): 1.00109794594
(layer1,neuron3)-(layer2,neuron2): 0.00473760332094
(layer1,neuron3)-(layer2,neuron3): -1.52079323259
(layer1,neuron3)-(layer2,neuron4): -1.28252973954
(layer1,neuron3)-(layer2,neuron5): -2.0676260016
(layer1,neuron3)-(layer2,neuron6): -0.402740154505
(layer1,neuron3)-(layer2,neuron7): -1.44891286917
(layer1,neuron3)-(layer2,neuron8): -1.53512542492
(layer1,neuron3)-(layer2,neuron9): -1.35987964495
(layer1,neuron3)-(layer2,neuron10): 0.316640385783
(layer1,neuron3)-(layer2,neuron11): -0.491429211061
(layer1,neuron3)-(layer2,neuron12): -1.80940029757
(layer1,neuron4)-(layer2,neuron0): 1.74634896368
(layer1,neuron4)-(layer2,neuron1): -1.97544408284
(layer1,neuron4)-(layer2,neuron2): -0.351573990115
(layer1,neuron4)-(layer2,neuron3): -1.67458990039
(layer1,neuron4)-(layer2,neuron4): 0.171338721685
(layer1,neuron4)-(layer2,neuron5): 0.667330903948
(layer1,neuron4)-(layer2,neuron6): -0.238986721271
(layer1,neuron4)-(layer2,neuron7): -0.385427612666
(layer1,neuron4)-(layer2,neuron8): -2.86041302097
(layer1,neuron4)-(layer2,neuron9): -1.24374757465
(layer1,neuron4)-(layer2,neuron10): -1.40176087882
(layer1,neuron4)-(layer2,neuron11): -1.46876383957
(layer1,neuron4)-(layer2,neuron12): -0.646649824071
(layer1,neuron5)-(layer2,neuron0): 2.06378523793
(layer1,neuron5)-(layer2,neuron1): 0.515579669136
(layer1,neuron5)-(layer2,neuron2): -1.15280868048
(layer1,neuron5)-(layer2,neuron3): -0.219987830338
(layer1,neuron5)-(layer2,neuron4): -0.623968607157
(layer1,neuron5)-(layer2,neuron5): -2.79324058675
(layer1,neuron5)-(layer2,neuron6): -0.507075946247
(layer1,neuron5)-(layer2,neuron7): 0.797681857896
(layer1,neuron5)-(layer2,neuron8): -2.12390661007
(layer1,neuron5)-(layer2,neuron9): -1.61165868323
(layer1,neuron5)-(layer2,neuron10): 0.108146092467
(layer1,neuron5)-(layer2,neuron11): 1.0543353678
(layer1,neuron5)-(layer2,neuron12): -1.08045036552
(layer1,neuron6)-(layer2,neuron0): -3.17810008891
(layer1,neuron6)-(layer2,neuron1): -0.736122437447
(layer1,neuron6)-(layer2,neuron2): 1.52479415405
(layer1,neuron6)-(layer2,neuron3): 0.480108056358
(layer1,neuron6)-(layer2,neuron4): 1.05781275594
(layer1,neuron6)-(layer2,neuron5): -1.62394021576
(layer1,neuron6)-(layer2,neuron6): -1.02254667112
(layer1,neuron6)-(layer2,neuron7): -0.0170305581559
(layer1,neuron6)-(layer2,neuron8): -2.83174382917
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