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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:59:34 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/job410
Training events: 57528


#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'    [47.3116226196,750.993164062]
LepAPt                        LepAPt                            'F'    [20.0008525848,143.095275879]
LepBPt                        LepBPt                            'F'    [10.0010261536,70.7244110107]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.02583944798,19.2401027679]
MetSpec                       MetSpec                           'F'    [15.0022344589,240.869903564]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1885490417,474.677398682]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [2.33314943314,289.32232666]
addEt                         addEt                             'F'    [47.3116226196,386.642852783]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.00508331879973,3.14158177376]
dPhiLeptons                   dPhiLeptons                       'F'    [2.80141830444e-06,1.08690500259]
dRLeptons                     dRLeptons                         'F'    [0.200000315905,1.12655603886]
lep1_E                        lep1_E                            'F'    [20.0262546539,232.066116333]
lep2_E                        lep2_E                            'F'    [10.0116767883,117.207962036]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.344415267818
(layer0,neuron0)-(layer1,neuron1): 2.08457093259
(layer0,neuron0)-(layer1,neuron2): 0.664113058042
(layer0,neuron0)-(layer1,neuron3): 1.11010179095
(layer0,neuron0)-(layer1,neuron4): -1.75418670953
(layer0,neuron0)-(layer1,neuron5): -1.34214773797
(layer0,neuron0)-(layer1,neuron6): -0.542701084635
(layer0,neuron0)-(layer1,neuron7): 1.25938338994
(layer0,neuron0)-(layer1,neuron8): -1.93708965574
(layer0,neuron0)-(layer1,neuron9): -0.856984982698
(layer0,neuron0)-(layer1,neuron10): -1.30130095274
(layer0,neuron0)-(layer1,neuron11): -0.400007985092
(layer0,neuron0)-(layer1,neuron12): -1.31772191884
(layer0,neuron0)-(layer1,neuron13): -1.14417722517
(layer0,neuron1)-(layer1,neuron0): -0.65104332504
(layer0,neuron1)-(layer1,neuron1): 0.996284101651
(layer0,neuron1)-(layer1,neuron2): -0.42516718011
(layer0,neuron1)-(layer1,neuron3): 1.16858403115
(layer0,neuron1)-(layer1,neuron4): 0.333533146664
(layer0,neuron1)-(layer1,neuron5): 1.15825970454
(layer0,neuron1)-(layer1,neuron6): -4.40678338586
(layer0,neuron1)-(layer1,neuron7): 1.19957871392
(layer0,neuron1)-(layer1,neuron8): 3.72162899592
(layer0,neuron1)-(layer1,neuron9): 1.59350820565
(layer0,neuron1)-(layer1,neuron10): -1.36044396268
(layer0,neuron1)-(layer1,neuron11): 0.418583448643
(layer0,neuron1)-(layer1,neuron12): 0.864561616207
(layer0,neuron1)-(layer1,neuron13): -1.89101398845
(layer0,neuron2)-(layer1,neuron0): -1.39422772029
(layer0,neuron2)-(layer1,neuron1): 0.486032495801
(layer0,neuron2)-(layer1,neuron2): -0.221555064002
(layer0,neuron2)-(layer1,neuron3): 0.589459747925
(layer0,neuron2)-(layer1,neuron4): 0.401457465109
(layer0,neuron2)-(layer1,neuron5): -0.439313605607
(layer0,neuron2)-(layer1,neuron6): -2.70334269617
(layer0,neuron2)-(layer1,neuron7): 1.31949934364
(layer0,neuron2)-(layer1,neuron8): -2.99268033761
(layer0,neuron2)-(layer1,neuron9): 4.71888185132
(layer0,neuron2)-(layer1,neuron10): -2.32233690797
(layer0,neuron2)-(layer1,neuron11): 1.2081263557
(layer0,neuron2)-(layer1,neuron12): -0.43565211832
(layer0,neuron2)-(layer1,neuron13): 0.0913899246125
(layer0,neuron3)-(layer1,neuron0): 2.04371784168
(layer0,neuron3)-(layer1,neuron1): 1.10333615601
(layer0,neuron3)-(layer1,neuron2): -1.15019100578
(layer0,neuron3)-(layer1,neuron3): -0.788784000065
(layer0,neuron3)-(layer1,neuron4): 1.49091434636
(layer0,neuron3)-(layer1,neuron5): 0.771293473224
(layer0,neuron3)-(layer1,neuron6): -0.202975394984
(layer0,neuron3)-(layer1,neuron7): 0.987338012986
(layer0,neuron3)-(layer1,neuron8): 0.915823539481
(layer0,neuron3)-(layer1,neuron9): -0.892748273469
(layer0,neuron3)-(layer1,neuron10): -1.68780057304
(layer0,neuron3)-(layer1,neuron11): 0.940582073571
(layer0,neuron3)-(layer1,neuron12): -2.17686929208
(layer0,neuron3)-(layer1,neuron13): -1.12877676367
(layer0,neuron4)-(layer1,neuron0): -1.2319065852
(layer0,neuron4)-(layer1,neuron1): -1.56655907738
(layer0,neuron4)-(layer1,neuron2): 0.897042098668
(layer0,neuron4)-(layer1,neuron3): 0.999430709816
(layer0,neuron4)-(layer1,neuron4): -1.16303794828
(layer0,neuron4)-(layer1,neuron5): 0.679767614156
(layer0,neuron4)-(layer1,neuron6): -2.40812967904
(layer0,neuron4)-(layer1,neuron7): 0.678148593026
(layer0,neuron4)-(layer1,neuron8): 0.808896035786
(layer0,neuron4)-(layer1,neuron9): -1.0430063536
(layer0,neuron4)-(layer1,neuron10): 0.0255411626298
(layer0,neuron4)-(layer1,neuron11): -1.31185478302
(layer0,neuron4)-(layer1,neuron12): 0.0810498596506
(layer0,neuron4)-(layer1,neuron13): -1.40351076184
(layer0,neuron5)-(layer1,neuron0): -0.816141657509
(layer0,neuron5)-(layer1,neuron1): -1.24037562145
(layer0,neuron5)-(layer1,neuron2): 0.581551869639
(layer0,neuron5)-(layer1,neuron3): 0.252148004271
(layer0,neuron5)-(layer1,neuron4): 1.44709081191
(layer0,neuron5)-(layer1,neuron5): -0.26256290238
(layer0,neuron5)-(layer1,neuron6): -0.321132077001
(layer0,neuron5)-(layer1,neuron7): -2.94488058643
(layer0,neuron5)-(layer1,neuron8): 0.430523648213
(layer0,neuron5)-(layer1,neuron9): 0.861637144051
(layer0,neuron5)-(layer1,neuron10): 2.46651271935
(layer0,neuron5)-(layer1,neuron11): 0.740467885527
(layer0,neuron5)-(layer1,neuron12): 1.31465477981
(layer0,neuron5)-(layer1,neuron13): -1.58694309262
(layer0,neuron6)-(layer1,neuron0): -0.81363065211
(layer0,neuron6)-(layer1,neuron1): -0.288611232348
(layer0,neuron6)-(layer1,neuron2): 1.02298150222
(layer0,neuron6)-(layer1,neuron3): -1.46431340558
(layer0,neuron6)-(layer1,neuron4): -1.34686509183
(layer0,neuron6)-(layer1,neuron5): -1.76220802137
(layer0,neuron6)-(layer1,neuron6): -4.07082425215
(layer0,neuron6)-(layer1,neuron7): 0.976983858204
(layer0,neuron6)-(layer1,neuron8): 2.38666273905
(layer0,neuron6)-(layer1,neuron9): -0.0996728490763
(layer0,neuron6)-(layer1,neuron10): -1.03646377801
(layer0,neuron6)-(layer1,neuron11): 1.70661294597
(layer0,neuron6)-(layer1,neuron12): -1.78324600691
(layer0,neuron6)-(layer1,neuron13): -2.03952988525
(layer0,neuron7)-(layer1,neuron0): -1.30823390268
(layer0,neuron7)-(layer1,neuron1): 0.138297322293
(layer0,neuron7)-(layer1,neuron2): -2.21614019392
(layer0,neuron7)-(layer1,neuron3): -2.3596243625
(layer0,neuron7)-(layer1,neuron4): 1.14995132095
(layer0,neuron7)-(layer1,neuron5): 1.48537174156
(layer0,neuron7)-(layer1,neuron6): -9.59371130832
(layer0,neuron7)-(layer1,neuron7): 3.93856619142
(layer0,neuron7)-(layer1,neuron8): -0.176540025448
(layer0,neuron7)-(layer1,neuron9): 1.91679251927
(layer0,neuron7)-(layer1,neuron10): -1.05872648577
(layer0,neuron7)-(layer1,neuron11): 0.5475879241
(layer0,neuron7)-(layer1,neuron12): -4.71369249988
(layer0,neuron7)-(layer1,neuron13): -0.238414223999
(layer0,neuron8)-(layer1,neuron0): 0.392985016704
(layer0,neuron8)-(layer1,neuron1): 0.174436996514
(layer0,neuron8)-(layer1,neuron2): -2.05010245333
(layer0,neuron8)-(layer1,neuron3): 2.67350602751
(layer0,neuron8)-(layer1,neuron4): 0.0655552314447
(layer0,neuron8)-(layer1,neuron5): -1.40041668905
(layer0,neuron8)-(layer1,neuron6): 0.856350137898
(layer0,neuron8)-(layer1,neuron7): -1.53283935667
(layer0,neuron8)-(layer1,neuron8): 0.143748150071
(layer0,neuron8)-(layer1,neuron9): -2.4288018241
(layer0,neuron8)-(layer1,neuron10): -0.880743087346
(layer0,neuron8)-(layer1,neuron11): 0.663859823503
(layer0,neuron8)-(layer1,neuron12): 0.741488466955
(layer0,neuron8)-(layer1,neuron13): 0.654767036391
(layer0,neuron9)-(layer1,neuron0): -0.256511619201
(layer0,neuron9)-(layer1,neuron1): 0.215786419587
(layer0,neuron9)-(layer1,neuron2): -1.76557706001
(layer0,neuron9)-(layer1,neuron3): 2.80728122881
(layer0,neuron9)-(layer1,neuron4): 0.300875228532
(layer0,neuron9)-(layer1,neuron5): -1.45995359778
(layer0,neuron9)-(layer1,neuron6): 0.695149910526
(layer0,neuron9)-(layer1,neuron7): 0.847078636664
(layer0,neuron9)-(layer1,neuron8): -0.592747849005
(layer0,neuron9)-(layer1,neuron9): 1.14851429143
(layer0,neuron9)-(layer1,neuron10): 0.773416766589
(layer0,neuron9)-(layer1,neuron11): -0.493440286235
(layer0,neuron9)-(layer1,neuron12): 0.0677204708795
(layer0,neuron9)-(layer1,neuron13): 0.921801546114
(layer0,neuron10)-(layer1,neuron0): 1.49704370786
(layer0,neuron10)-(layer1,neuron1): 0.594140111229
(layer0,neuron10)-(layer1,neuron2): -1.42085284477
(layer0,neuron10)-(layer1,neuron3): 0.998763104889
(layer0,neuron10)-(layer1,neuron4): -1.68614475762
(layer0,neuron10)-(layer1,neuron5): 1.59435605346
(layer0,neuron10)-(layer1,neuron6): -0.922546392635
(layer0,neuron10)-(layer1,neuron7): -0.90087255957
(layer0,neuron10)-(layer1,neuron8): -0.666440824504
(layer0,neuron10)-(layer1,neuron9): 1.12025331292
(layer0,neuron10)-(layer1,neuron10): -0.710033945571
(layer0,neuron10)-(layer1,neuron11): 1.51241537154
(layer0,neuron10)-(layer1,neuron12): 0.949492835036
(layer0,neuron10)-(layer1,neuron13): -1.10990152342
(layer0,neuron11)-(layer1,neuron0): -0.676961444329
(layer0,neuron11)-(layer1,neuron1): 0.622516555284
(layer0,neuron11)-(layer1,neuron2): 1.39780322516
(layer0,neuron11)-(layer1,neuron3): 0.754958339948
(layer0,neuron11)-(layer1,neuron4): 0.621769357603
(layer0,neuron11)-(layer1,neuron5): -1.52161854197
(layer0,neuron11)-(layer1,neuron6): 1.75241797423
(layer0,neuron11)-(layer1,neuron7): 0.732944450607
(layer0,neuron11)-(layer1,neuron8): 2.1216931297
(layer0,neuron11)-(layer1,neuron9): -1.43757184356
(layer0,neuron11)-(layer1,neuron10): 1.73967659943
(layer0,neuron11)-(layer1,neuron11): -0.913124005526
(layer0,neuron11)-(layer1,neuron12): 0.222383713587
(layer0,neuron11)-(layer1,neuron13): 0.125407478724
(layer0,neuron12)-(layer1,neuron0): -0.633879167805
(layer0,neuron12)-(layer1,neuron1): -0.25756817803
(layer0,neuron12)-(layer1,neuron2): 1.71897221419
(layer0,neuron12)-(layer1,neuron3): 0.852743111829
(layer0,neuron12)-(layer1,neuron4): -0.276281596385
(layer0,neuron12)-(layer1,neuron5): 1.52899686893
(layer0,neuron12)-(layer1,neuron6): 0.64197423102
(layer0,neuron12)-(layer1,neuron7): -2.58425415371
(layer0,neuron12)-(layer1,neuron8): 0.559461352572
(layer0,neuron12)-(layer1,neuron9): -0.229809760536
(layer0,neuron12)-(layer1,neuron10): 0.69288351164
(layer0,neuron12)-(layer1,neuron11): -2.12742541072
(layer0,neuron12)-(layer1,neuron12): -2.2022886308
(layer0,neuron12)-(layer1,neuron13): 0.252309454572
(layer0,neuron13)-(layer1,neuron0): 1.85845035326
(layer0,neuron13)-(layer1,neuron1): -2.02850034281
(layer0,neuron13)-(layer1,neuron2): 0.152648638997
(layer0,neuron13)-(layer1,neuron3): -1.11549751317
(layer0,neuron13)-(layer1,neuron4): -0.105751865775
(layer0,neuron13)-(layer1,neuron5): 0.982800617758
(layer0,neuron13)-(layer1,neuron6): -16.2786904613
(layer0,neuron13)-(layer1,neuron7): 4.17065579417
(layer0,neuron13)-(layer1,neuron8): -0.072137711881
(layer0,neuron13)-(layer1,neuron9): 6.6861116247
(layer0,neuron13)-(layer1,neuron10): -0.930166346987
(layer0,neuron13)-(layer1,neuron11): 1.28063507363
(layer0,neuron13)-(layer1,neuron12): -5.77199095527
(layer0,neuron13)-(layer1,neuron13): 0.354356886991
(layer1,neuron0)-(layer2,neuron0): -2.70882753079
(layer1,neuron0)-(layer2,neuron1): -0.465563913715
(layer1,neuron0)-(layer2,neuron2): 0.310703834392
(layer1,neuron0)-(layer2,neuron3): -1.83038910416
(layer1,neuron0)-(layer2,neuron4): -0.640987989299
(layer1,neuron0)-(layer2,neuron5): -1.00004875996
(layer1,neuron0)-(layer2,neuron6): -0.459981899378
(layer1,neuron0)-(layer2,neuron7): -1.88126881227
(layer1,neuron0)-(layer2,neuron8): 0.487036726536
(layer1,neuron0)-(layer2,neuron9): 0.320482054061
(layer1,neuron0)-(layer2,neuron10): -1.34380074853
(layer1,neuron0)-(layer2,neuron11): -0.451241624636
(layer1,neuron0)-(layer2,neuron12): -0.287267812174
(layer1,neuron1)-(layer2,neuron0): 1.04880955182
(layer1,neuron1)-(layer2,neuron1): -0.123676211945
(layer1,neuron1)-(layer2,neuron2): -0.112576573748
(layer1,neuron1)-(layer2,neuron3): -1.95833192411
(layer1,neuron1)-(layer2,neuron4): -0.926401007472
(layer1,neuron1)-(layer2,neuron5): 1.68206700126
(layer1,neuron1)-(layer2,neuron6): 1.23639580014
(layer1,neuron1)-(layer2,neuron7): 0.740197674511
(layer1,neuron1)-(layer2,neuron8): 0.203133030978
(layer1,neuron1)-(layer2,neuron9): 1.90906496397
(layer1,neuron1)-(layer2,neuron10): -1.77870634525
(layer1,neuron1)-(layer2,neuron11): -1.25976011377
(layer1,neuron1)-(layer2,neuron12): -0.1633667865
(layer1,neuron2)-(layer2,neuron0): -1.66162022484
(layer1,neuron2)-(layer2,neuron1): 1.55448928808
(layer1,neuron2)-(layer2,neuron2): 1.12471756329
(layer1,neuron2)-(layer2,neuron3): -1.25618639051
(layer1,neuron2)-(layer2,neuron4): 0.843083049884
(layer1,neuron2)-(layer2,neuron5): -0.240390254175
(layer1,neuron2)-(layer2,neuron6): -1.61550534892
(layer1,neuron2)-(layer2,neuron7): -1.13664505515
(layer1,neuron2)-(layer2,neuron8): 0.941126634615
(layer1,neuron2)-(layer2,neuron9): -0.409337342271
(layer1,neuron2)-(layer2,neuron10): 1.05632453119
(layer1,neuron2)-(layer2,neuron11): -1.24195822334
(layer1,neuron2)-(layer2,neuron12): 1.800979648
(layer1,neuron3)-(layer2,neuron0): -1.61191806081
(layer1,neuron3)-(layer2,neuron1): 1.02804184135
(layer1,neuron3)-(layer2,neuron2): 0.613669076403
(layer1,neuron3)-(layer2,neuron3): -1.57795837669
(layer1,neuron3)-(layer2,neuron4): -1.32208851501
(layer1,neuron3)-(layer2,neuron5): -1.90236122092
(layer1,neuron3)-(layer2,neuron6): -0.342039874381
(layer1,neuron3)-(layer2,neuron7): -1.88433531721
(layer1,neuron3)-(layer2,neuron8): -1.57161849018
(layer1,neuron3)-(layer2,neuron9): -1.54035722249
(layer1,neuron3)-(layer2,neuron10): 0.0825007932881
(layer1,neuron3)-(layer2,neuron11): -0.900996306017
(layer1,neuron3)-(layer2,neuron12): -1.68537414126
(layer1,neuron4)-(layer2,neuron0): 0.863824438643
(layer1,neuron4)-(layer2,neuron1): 0.424132888414
(layer1,neuron4)-(layer2,neuron2): 0.191013658172
(layer1,neuron4)-(layer2,neuron3): -1.4830789606
(layer1,neuron4)-(layer2,neuron4): 0.21459743168
(layer1,neuron4)-(layer2,neuron5): 0.679354371609
(layer1,neuron4)-(layer2,neuron6): 1.16415218931
(layer1,neuron4)-(layer2,neuron7): -0.436710053675
(layer1,neuron4)-(layer2,neuron8): -2.42098896731
(layer1,neuron4)-(layer2,neuron9): -1.24033417145
(layer1,neuron4)-(layer2,neuron10): -1.68163947594
(layer1,neuron4)-(layer2,neuron11): -1.71567743745
(layer1,neuron4)-(layer2,neuron12): -1.32469889358
(layer1,neuron5)-(layer2,neuron0): -0.30819843093
(layer1,neuron5)-(layer2,neuron1): 0.635959601396
(layer1,neuron5)-(layer2,neuron2): -0.889784981816
(layer1,neuron5)-(layer2,neuron3): -0.169226515021
(layer1,neuron5)-(layer2,neuron4): -0.488128408342
(layer1,neuron5)-(layer2,neuron5): -3.02858657277
(layer1,neuron5)-(layer2,neuron6): 0.742388812267
(layer1,neuron5)-(layer2,neuron7): 1.17291729927
(layer1,neuron5)-(layer2,neuron8): -1.81332869493
(layer1,neuron5)-(layer2,neuron9): -1.47561514658
(layer1,neuron5)-(layer2,neuron10): 0.105220546589
(layer1,neuron5)-(layer2,neuron11): 0.817304112069
(layer1,neuron5)-(layer2,neuron12): -1.36807683356
(layer1,neuron6)-(layer2,neuron0): -2.58312022171
(layer1,neuron6)-(layer2,neuron1): 6.32059512148
(layer1,neuron6)-(layer2,neuron2): 1.53663985598
(layer1,neuron6)-(layer2,neuron3): 0.888312996513
(layer1,neuron6)-(layer2,neuron4): 0.921870279121
(layer1,neuron6)-(layer2,neuron5): -2.490394769
(layer1,neuron6)-(layer2,neuron6): -1.08969367684
(layer1,neuron6)-(layer2,neuron7): -1.19599690334
(layer1,neuron6)-(layer2,neuron8): -2.98156862766
(layer1,neuron6)-(layer2,neuron9): -1.23191910028
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