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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Tue Jan 10 17:29:18 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/run21068/job400
Training events: 1260


#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'    [60.671245575,377.676025391]
LepAPt                        LepAPt                            'F'    [20.0074310303,126.850402832]
LepBPt                        LepBPt                            'F'    [10.0047864914,54.2998809814]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.0460740737617,12.663476944]
MetSpec                       MetSpec                           'F'    [0.000646304921247,155.952484131]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.990530014,226.939117432]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.726633906364,156.612548828]
addEt                         addEt                             'F'    [33.6726493835,237.179931641]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0043980749324,3.14124560356]
dPhiLeptons                   dPhiLeptons                       'F'    [0.000980377197266,1.03099870682]
dRLeptons                     dRLeptons                         'F'    [0.200389400125,1.03571224213]
lep1_E                        lep1_E                            'F'    [20.6455631256,303.092254639]
lep2_E                        lep2_E                            'F'    [10.4138088226,131.389846802]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.286522366295
(layer0,neuron0)-(layer1,neuron1): 1.88725540205
(layer0,neuron0)-(layer1,neuron2): 1.03458813914
(layer0,neuron0)-(layer1,neuron3): 1.75575092053
(layer0,neuron0)-(layer1,neuron4): -1.52277940135
(layer0,neuron0)-(layer1,neuron5): -1.73979170249
(layer0,neuron0)-(layer1,neuron6): -1.09826026933
(layer0,neuron0)-(layer1,neuron7): 2.63166964278
(layer0,neuron0)-(layer1,neuron8): -1.21109954996
(layer0,neuron0)-(layer1,neuron9): -0.704233819793
(layer0,neuron0)-(layer1,neuron10): -1.64666351357
(layer0,neuron0)-(layer1,neuron11): -0.573133919792
(layer0,neuron0)-(layer1,neuron12): -1.61643756405
(layer0,neuron0)-(layer1,neuron13): -0.115768814846
(layer0,neuron1)-(layer1,neuron0): -0.613608908066
(layer0,neuron1)-(layer1,neuron1): 0.526927012703
(layer0,neuron1)-(layer1,neuron2): -0.400349841833
(layer0,neuron1)-(layer1,neuron3): 1.72751933179
(layer0,neuron1)-(layer1,neuron4): 0.254015679101
(layer0,neuron1)-(layer1,neuron5): 1.37048637257
(layer0,neuron1)-(layer1,neuron6): -0.52681173533
(layer0,neuron1)-(layer1,neuron7): -0.695790289842
(layer0,neuron1)-(layer1,neuron8): 0.40640568901
(layer0,neuron1)-(layer1,neuron9): 0.411937772666
(layer0,neuron1)-(layer1,neuron10): -0.799326757635
(layer0,neuron1)-(layer1,neuron11): -0.439440582822
(layer0,neuron1)-(layer1,neuron12): 1.49840539217
(layer0,neuron1)-(layer1,neuron13): -1.4134205121
(layer0,neuron2)-(layer1,neuron0): -1.92899290634
(layer0,neuron2)-(layer1,neuron1): 0.240393970633
(layer0,neuron2)-(layer1,neuron2): 0.749139054203
(layer0,neuron2)-(layer1,neuron3): 1.64438951238
(layer0,neuron2)-(layer1,neuron4): 0.0112061747283
(layer0,neuron2)-(layer1,neuron5): -0.558468364401
(layer0,neuron2)-(layer1,neuron6): -0.345246690045
(layer0,neuron2)-(layer1,neuron7): 0.493465756075
(layer0,neuron2)-(layer1,neuron8): -1.43812202258
(layer0,neuron2)-(layer1,neuron9): 2.16541736306
(layer0,neuron2)-(layer1,neuron10): -1.14366484577
(layer0,neuron2)-(layer1,neuron11): 0.887065256978
(layer0,neuron2)-(layer1,neuron12): 0.599584593494
(layer0,neuron2)-(layer1,neuron13): 2.02057006734
(layer0,neuron3)-(layer1,neuron0): 2.0736696125
(layer0,neuron3)-(layer1,neuron1): 1.43324929166
(layer0,neuron3)-(layer1,neuron2): -0.607969072077
(layer0,neuron3)-(layer1,neuron3): -1.6489886513
(layer0,neuron3)-(layer1,neuron4): 0.667225918695
(layer0,neuron3)-(layer1,neuron5): 0.0240166983352
(layer0,neuron3)-(layer1,neuron6): 1.56093297605
(layer0,neuron3)-(layer1,neuron7): 1.77965052595
(layer0,neuron3)-(layer1,neuron8): 1.67960328187
(layer0,neuron3)-(layer1,neuron9): 1.66796714891
(layer0,neuron3)-(layer1,neuron10): -2.0906413351
(layer0,neuron3)-(layer1,neuron11): 1.31198509004
(layer0,neuron3)-(layer1,neuron12): -2.33553561757
(layer0,neuron3)-(layer1,neuron13): -1.1009374002
(layer0,neuron4)-(layer1,neuron0): -1.1891289427
(layer0,neuron4)-(layer1,neuron1): -1.59622544545
(layer0,neuron4)-(layer1,neuron2): 1.65937677817
(layer0,neuron4)-(layer1,neuron3): 0.492791272183
(layer0,neuron4)-(layer1,neuron4): -1.34838477237
(layer0,neuron4)-(layer1,neuron5): 0.283585225594
(layer0,neuron4)-(layer1,neuron6): -0.396953108113
(layer0,neuron4)-(layer1,neuron7): 0.926697831665
(layer0,neuron4)-(layer1,neuron8): 1.96474029009
(layer0,neuron4)-(layer1,neuron9): 0.16929945242
(layer0,neuron4)-(layer1,neuron10): -0.0143434030145
(layer0,neuron4)-(layer1,neuron11): -1.29357229589
(layer0,neuron4)-(layer1,neuron12): 0.520348498873
(layer0,neuron4)-(layer1,neuron13): -0.857782239352
(layer0,neuron5)-(layer1,neuron0): -0.790649697704
(layer0,neuron5)-(layer1,neuron1): -1.62061455786
(layer0,neuron5)-(layer1,neuron2): 0.855469218415
(layer0,neuron5)-(layer1,neuron3): 1.19438326791
(layer0,neuron5)-(layer1,neuron4): 1.86899764389
(layer0,neuron5)-(layer1,neuron5): -0.660630583381
(layer0,neuron5)-(layer1,neuron6): -2.50682741689
(layer0,neuron5)-(layer1,neuron7): -1.12288459337
(layer0,neuron5)-(layer1,neuron8): 1.16846689203
(layer0,neuron5)-(layer1,neuron9): 0.724079930039
(layer0,neuron5)-(layer1,neuron10): 2.07947234504
(layer0,neuron5)-(layer1,neuron11): 0.468670398454
(layer0,neuron5)-(layer1,neuron12): 0.453810944875
(layer0,neuron5)-(layer1,neuron13): -0.156067922922
(layer0,neuron6)-(layer1,neuron0): -0.730634664605
(layer0,neuron6)-(layer1,neuron1): -0.25343254909
(layer0,neuron6)-(layer1,neuron2): 1.10591512486
(layer0,neuron6)-(layer1,neuron3): -1.07709436162
(layer0,neuron6)-(layer1,neuron4): -1.28204379399
(layer0,neuron6)-(layer1,neuron5): -1.88740928083
(layer0,neuron6)-(layer1,neuron6): -1.09707870566
(layer0,neuron6)-(layer1,neuron7): 0.393153435335
(layer0,neuron6)-(layer1,neuron8): 1.87322191346
(layer0,neuron6)-(layer1,neuron9): -1.28500510123
(layer0,neuron6)-(layer1,neuron10): -0.706369860392
(layer0,neuron6)-(layer1,neuron11): 1.52074921384
(layer0,neuron6)-(layer1,neuron12): -1.58607325569
(layer0,neuron6)-(layer1,neuron13): -1.25502210856
(layer0,neuron7)-(layer1,neuron0): -1.31672507407
(layer0,neuron7)-(layer1,neuron1): 0.0619706616199
(layer0,neuron7)-(layer1,neuron2): -1.7957004609
(layer0,neuron7)-(layer1,neuron3): -1.55032468208
(layer0,neuron7)-(layer1,neuron4): 1.05727073156
(layer0,neuron7)-(layer1,neuron5): 1.38105569937
(layer0,neuron7)-(layer1,neuron6): -2.21433561821
(layer0,neuron7)-(layer1,neuron7): 2.58130674852
(layer0,neuron7)-(layer1,neuron8): -0.748321202015
(layer0,neuron7)-(layer1,neuron9): -0.385172859468
(layer0,neuron7)-(layer1,neuron10): -0.175804479473
(layer0,neuron7)-(layer1,neuron11): 0.220752343255
(layer0,neuron7)-(layer1,neuron12): -3.03494704615
(layer0,neuron7)-(layer1,neuron13): 1.01735389592
(layer0,neuron8)-(layer1,neuron0): 0.384113145448
(layer0,neuron8)-(layer1,neuron1): 0.604905671696
(layer0,neuron8)-(layer1,neuron2): -1.54503645057
(layer0,neuron8)-(layer1,neuron3): 1.8438863092
(layer0,neuron8)-(layer1,neuron4): 0.10929502681
(layer0,neuron8)-(layer1,neuron5): -0.986037863263
(layer0,neuron8)-(layer1,neuron6): -0.870285069626
(layer0,neuron8)-(layer1,neuron7): -0.607099042212
(layer0,neuron8)-(layer1,neuron8): -1.40015174512
(layer0,neuron8)-(layer1,neuron9): -0.0411784289785
(layer0,neuron8)-(layer1,neuron10): -0.452761478779
(layer0,neuron8)-(layer1,neuron11): 1.56719057691
(layer0,neuron8)-(layer1,neuron12): -0.497848840051
(layer0,neuron8)-(layer1,neuron13): 0.339560016216
(layer0,neuron9)-(layer1,neuron0): -0.422080779186
(layer0,neuron9)-(layer1,neuron1): 0.127739007075
(layer0,neuron9)-(layer1,neuron2): -1.86930213101
(layer0,neuron9)-(layer1,neuron3): 0.978850194284
(layer0,neuron9)-(layer1,neuron4): 0.0866763827205
(layer0,neuron9)-(layer1,neuron5): -1.97916039176
(layer0,neuron9)-(layer1,neuron6): 1.03335346075
(layer0,neuron9)-(layer1,neuron7): -1.20271874696
(layer0,neuron9)-(layer1,neuron8): -0.0335454549367
(layer0,neuron9)-(layer1,neuron9): 1.3171655136
(layer0,neuron9)-(layer1,neuron10): 1.84578670877
(layer0,neuron9)-(layer1,neuron11): -1.79595386496
(layer0,neuron9)-(layer1,neuron12): 0.0868021654103
(layer0,neuron9)-(layer1,neuron13): 1.50962912107
(layer0,neuron10)-(layer1,neuron0): 1.51625426266
(layer0,neuron10)-(layer1,neuron1): 0.416945755539
(layer0,neuron10)-(layer1,neuron2): -1.34070688206
(layer0,neuron10)-(layer1,neuron3): -0.267034839273
(layer0,neuron10)-(layer1,neuron4): -2.02995477677
(layer0,neuron10)-(layer1,neuron5): 1.36965819718
(layer0,neuron10)-(layer1,neuron6): 0.565557550166
(layer0,neuron10)-(layer1,neuron7): -0.381716186693
(layer0,neuron10)-(layer1,neuron8): -0.776326101372
(layer0,neuron10)-(layer1,neuron9): 0.667408788588
(layer0,neuron10)-(layer1,neuron10): -1.29906306765
(layer0,neuron10)-(layer1,neuron11): 0.747579022646
(layer0,neuron10)-(layer1,neuron12): 0.288488535811
(layer0,neuron10)-(layer1,neuron13): -0.404748222012
(layer0,neuron11)-(layer1,neuron0): -0.708888181669
(layer0,neuron11)-(layer1,neuron1): 0.431640120736
(layer0,neuron11)-(layer1,neuron2): 1.09777415404
(layer0,neuron11)-(layer1,neuron3): 0.603787182858
(layer0,neuron11)-(layer1,neuron4): 0.595574283037
(layer0,neuron11)-(layer1,neuron5): -1.401419096
(layer0,neuron11)-(layer1,neuron6): 0.650139537916
(layer0,neuron11)-(layer1,neuron7): 0.64633998262
(layer0,neuron11)-(layer1,neuron8): -0.206253524537
(layer0,neuron11)-(layer1,neuron9): 0.723088760238
(layer0,neuron11)-(layer1,neuron10): 1.56768123064
(layer0,neuron11)-(layer1,neuron11): -0.970889689485
(layer0,neuron11)-(layer1,neuron12): -0.401729659526
(layer0,neuron11)-(layer1,neuron13): 0.124600417099
(layer0,neuron12)-(layer1,neuron0): -0.993739414109
(layer0,neuron12)-(layer1,neuron1): -0.0921472866061
(layer0,neuron12)-(layer1,neuron2): 1.64907825039
(layer0,neuron12)-(layer1,neuron3): 1.11801657613
(layer0,neuron12)-(layer1,neuron4): -0.373854373709
(layer0,neuron12)-(layer1,neuron5): 1.26650162677
(layer0,neuron12)-(layer1,neuron6): 1.68797769957
(layer0,neuron12)-(layer1,neuron7): -1.4791318927
(layer0,neuron12)-(layer1,neuron8): 0.165797179011
(layer0,neuron12)-(layer1,neuron9): 0.291229503249
(layer0,neuron12)-(layer1,neuron10): 0.756435519751
(layer0,neuron12)-(layer1,neuron11): -2.00637280483
(layer0,neuron12)-(layer1,neuron12): -1.42883859781
(layer0,neuron12)-(layer1,neuron13): 1.76999540965
(layer0,neuron13)-(layer1,neuron0): 1.8917194726
(layer0,neuron13)-(layer1,neuron1): -1.75205221023
(layer0,neuron13)-(layer1,neuron2): -0.24169977882
(layer0,neuron13)-(layer1,neuron3): -0.358472997708
(layer0,neuron13)-(layer1,neuron4): 0.245164678029
(layer0,neuron13)-(layer1,neuron5): 1.61359344679
(layer0,neuron13)-(layer1,neuron6): -1.92597793215
(layer0,neuron13)-(layer1,neuron7): 0.25486866077
(layer0,neuron13)-(layer1,neuron8): -0.73080228859
(layer0,neuron13)-(layer1,neuron9): 0.808077151064
(layer0,neuron13)-(layer1,neuron10): 1.28671186237
(layer0,neuron13)-(layer1,neuron11): 1.29973107673
(layer0,neuron13)-(layer1,neuron12): -1.51757565794
(layer0,neuron13)-(layer1,neuron13): 0.498085940868
(layer1,neuron0)-(layer2,neuron0): -2.52486775468
(layer1,neuron0)-(layer2,neuron1): 0.426023079236
(layer1,neuron0)-(layer2,neuron2): 0.375835745452
(layer1,neuron0)-(layer2,neuron3): -1.77456216891
(layer1,neuron0)-(layer2,neuron4): -0.661518822128
(layer1,neuron0)-(layer2,neuron5): -0.473444227443
(layer1,neuron0)-(layer2,neuron6): -0.358497747643
(layer1,neuron0)-(layer2,neuron7): -1.93294102533
(layer1,neuron0)-(layer2,neuron8): 1.01382069633
(layer1,neuron0)-(layer2,neuron9): 0.64047989874
(layer1,neuron0)-(layer2,neuron10): -0.583640836133
(layer1,neuron0)-(layer2,neuron11): 0.061567739698
(layer1,neuron0)-(layer2,neuron12): 1.56936575274
(layer1,neuron1)-(layer2,neuron0): 1.02210227277
(layer1,neuron1)-(layer2,neuron1): 0.314417290275
(layer1,neuron1)-(layer2,neuron2): -0.176777152181
(layer1,neuron1)-(layer2,neuron3): -2.00384278379
(layer1,neuron1)-(layer2,neuron4): -0.921217799262
(layer1,neuron1)-(layer2,neuron5): 1.63542906241
(layer1,neuron1)-(layer2,neuron6): 1.31312600131
(layer1,neuron1)-(layer2,neuron7): 0.754665346625
(layer1,neuron1)-(layer2,neuron8): 0.133575905677
(layer1,neuron1)-(layer2,neuron9): 1.96819125948
(layer1,neuron1)-(layer2,neuron10): -1.79196715018
(layer1,neuron1)-(layer2,neuron11): -1.30545686783
(layer1,neuron1)-(layer2,neuron12): -0.123463815693
(layer1,neuron2)-(layer2,neuron0): -1.45984963228
(layer1,neuron2)-(layer2,neuron1): 0.874845593519
(layer1,neuron2)-(layer2,neuron2): 1.73699896571
(layer1,neuron2)-(layer2,neuron3): -1.30621508154
(layer1,neuron2)-(layer2,neuron4): 0.798469084212
(layer1,neuron2)-(layer2,neuron5): -0.216151012205
(layer1,neuron2)-(layer2,neuron6): -1.723779
(layer1,neuron2)-(layer2,neuron7): -1.12696477982
(layer1,neuron2)-(layer2,neuron8): 0.973542744716
(layer1,neuron2)-(layer2,neuron9): 0.011135694782
(layer1,neuron2)-(layer2,neuron10): 0.894454678607
(layer1,neuron2)-(layer2,neuron11): -1.27016648004
(layer1,neuron2)-(layer2,neuron12): 1.68178117093
(layer1,neuron3)-(layer2,neuron0): -1.73117046525
(layer1,neuron3)-(layer2,neuron1): 0.593280323034
(layer1,neuron3)-(layer2,neuron2): 0.0553877535739
(layer1,neuron3)-(layer2,neuron3): -1.57691508078
(layer1,neuron3)-(layer2,neuron4): -1.3111938339
(layer1,neuron3)-(layer2,neuron5): -1.88329218658
(layer1,neuron3)-(layer2,neuron6): -0.387466452448
(layer1,neuron3)-(layer2,neuron7): -1.91742720996
(layer1,neuron3)-(layer2,neuron8): -1.65183417513
(layer1,neuron3)-(layer2,neuron9): -1.79682885481
(layer1,neuron3)-(layer2,neuron10): 0.180734733289
(layer1,neuron3)-(layer2,neuron11): -1.01441065455
(layer1,neuron3)-(layer2,neuron12): -1.59565368115
(layer1,neuron4)-(layer2,neuron0): 1.0138644941
(layer1,neuron4)-(layer2,neuron1): -0.668362387061
(layer1,neuron4)-(layer2,neuron2): 0.284274213673
(layer1,neuron4)-(layer2,neuron3): -1.30016764477
(layer1,neuron4)-(layer2,neuron4): 0.241302854985
(layer1,neuron4)-(layer2,neuron5): 1.08870046714
(layer1,neuron4)-(layer2,neuron6): 0.87736713591
(layer1,neuron4)-(layer2,neuron7): -0.891571683544
(layer1,neuron4)-(layer2,neuron8): -1.95512711137
(layer1,neuron4)-(layer2,neuron9): -1.71421038718
(layer1,neuron4)-(layer2,neuron10): -0.78038243151
(layer1,neuron4)-(layer2,neuron11): -1.61268228758
(layer1,neuron4)-(layer2,neuron12): 0.292089994945
(layer1,neuron5)-(layer2,neuron0): -0.100061696793
(layer1,neuron5)-(layer2,neuron1): 1.19187262741
(layer1,neuron5)-(layer2,neuron2): -0.425997276674
(layer1,neuron5)-(layer2,neuron3): -0.105838876339
(layer1,neuron5)-(layer2,neuron4): -0.497275437924
(layer1,neuron5)-(layer2,neuron5): -2.61953976883
(layer1,neuron5)-(layer2,neuron6): 0.918838041437
(layer1,neuron5)-(layer2,neuron7): 1.28452583596
(layer1,neuron5)-(layer2,neuron8): -1.30368555888
(layer1,neuron5)-(layer2,neuron9): -0.997512530784
(layer1,neuron5)-(layer2,neuron10): 1.03366624262
(layer1,neuron5)-(layer2,neuron11): 1.61131400991
(layer1,neuron5)-(layer2,neuron12): 0.380804155597
(layer1,neuron6)-(layer2,neuron0): -1.00300520576
(layer1,neuron6)-(layer2,neuron1): 1.38099991864
(layer1,neuron6)-(layer2,neuron2): 1.52781349626
(layer1,neuron6)-(layer2,neuron3): 0.772222085498
(layer1,neuron6)-(layer2,neuron4): 1.03082286821
(layer1,neuron6)-(layer2,neuron5): -1.03309541729
(layer1,neuron6)-(layer2,neuron6): 0.31154835383
(layer1,neuron6)-(layer2,neuron7): 0.200854362677
(layer1,neuron6)-(layer2,neuron8): -1.58884403977
(layer1,neuron6)-(layer2,neuron9): -0.0266183067315
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