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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:53:47 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/job412
Training events: 51330


#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'    [48.6484184265,844.079467773]
LepAPt                        LepAPt                            'F'    [20.0002613068,215.671981812]
LepBPt                        LepBPt                            'F'    [10.000038147,74.0718307495]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.14757633209,20.3265991211]
MetSpec                       MetSpec                           'F'    [15.0046319962,320.548706055]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1895332336,527.566101074]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [2.83339142799,373.748504639]
addEt                         addEt                             'F'    [48.6484184265,438.620880127]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0173770282418,3.1415913105]
dPhiLeptons                   dPhiLeptons                       'F'    [4.88758087158e-06,1.12033128738]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13469779491]
lep1_E                        lep1_E                            'F'    [20.0293254852,232.066116333]
lep2_E                        lep2_E                            'F'    [10.025138855,130.657516479]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.338403365498
(layer0,neuron0)-(layer1,neuron1): 2.07910566172
(layer0,neuron0)-(layer1,neuron2): 0.783045962921
(layer0,neuron0)-(layer1,neuron3): 1.76188941792
(layer0,neuron0)-(layer1,neuron4): -0.539600390762
(layer0,neuron0)-(layer1,neuron5): -1.40975446067
(layer0,neuron0)-(layer1,neuron6): -0.898753048288
(layer0,neuron0)-(layer1,neuron7): 2.52122653827
(layer0,neuron0)-(layer1,neuron8): -1.39650433354
(layer0,neuron0)-(layer1,neuron9): -0.0381212567693
(layer0,neuron0)-(layer1,neuron10): -2.3753382219
(layer0,neuron0)-(layer1,neuron11): -0.655089476417
(layer0,neuron0)-(layer1,neuron12): -1.27486979379
(layer0,neuron0)-(layer1,neuron13): -0.0361411856923
(layer0,neuron1)-(layer1,neuron0): -0.555053515383
(layer0,neuron1)-(layer1,neuron1): 1.55547297462
(layer0,neuron1)-(layer1,neuron2): -0.584571566769
(layer0,neuron1)-(layer1,neuron3): 1.40460414958
(layer0,neuron1)-(layer1,neuron4): 3.29731078211
(layer0,neuron1)-(layer1,neuron5): 1.82679742743
(layer0,neuron1)-(layer1,neuron6): -3.04554355092
(layer0,neuron1)-(layer1,neuron7): 1.33645468035
(layer0,neuron1)-(layer1,neuron8): 0.681375901222
(layer0,neuron1)-(layer1,neuron9): 2.38575575761
(layer0,neuron1)-(layer1,neuron10): -0.320913360034
(layer0,neuron1)-(layer1,neuron11): -0.694227453015
(layer0,neuron1)-(layer1,neuron12): 1.21856831849
(layer0,neuron1)-(layer1,neuron13): -3.30216593989
(layer0,neuron2)-(layer1,neuron0): -1.94740121303
(layer0,neuron2)-(layer1,neuron1): 0.105874257715
(layer0,neuron2)-(layer1,neuron2): -0.14980485949
(layer0,neuron2)-(layer1,neuron3): 1.54486530411
(layer0,neuron2)-(layer1,neuron4): 1.5894318151
(layer0,neuron2)-(layer1,neuron5): -0.728244382623
(layer0,neuron2)-(layer1,neuron6): 0.675108208786
(layer0,neuron2)-(layer1,neuron7): 0.0985397872527
(layer0,neuron2)-(layer1,neuron8): -1.4503451846
(layer0,neuron2)-(layer1,neuron9): 3.0769413837
(layer0,neuron2)-(layer1,neuron10): -3.9527224678
(layer0,neuron2)-(layer1,neuron11): 0.688913127053
(layer0,neuron2)-(layer1,neuron12): 1.16054843491
(layer0,neuron2)-(layer1,neuron13): 1.59129658486
(layer0,neuron3)-(layer1,neuron0): 1.88990536906
(layer0,neuron3)-(layer1,neuron1): 1.265236993
(layer0,neuron3)-(layer1,neuron2): -1.3373121085
(layer0,neuron3)-(layer1,neuron3): -1.64135201198
(layer0,neuron3)-(layer1,neuron4): 0.787864457326
(layer0,neuron3)-(layer1,neuron5): 0.333188116923
(layer0,neuron3)-(layer1,neuron6): 4.2259347485
(layer0,neuron3)-(layer1,neuron7): 1.45930998093
(layer0,neuron3)-(layer1,neuron8): 1.49747098988
(layer0,neuron3)-(layer1,neuron9): 0.551478070829
(layer0,neuron3)-(layer1,neuron10): -0.503857666937
(layer0,neuron3)-(layer1,neuron11): 0.95132143817
(layer0,neuron3)-(layer1,neuron12): -2.05580775697
(layer0,neuron3)-(layer1,neuron13): -1.70823178058
(layer0,neuron4)-(layer1,neuron0): -1.31301490581
(layer0,neuron4)-(layer1,neuron1): -1.59703593663
(layer0,neuron4)-(layer1,neuron2): 1.17392578501
(layer0,neuron4)-(layer1,neuron3): 0.65209366577
(layer0,neuron4)-(layer1,neuron4): -0.782591355203
(layer0,neuron4)-(layer1,neuron5): 0.592994857065
(layer0,neuron4)-(layer1,neuron6): 0.367802200286
(layer0,neuron4)-(layer1,neuron7): 1.19520585798
(layer0,neuron4)-(layer1,neuron8): 1.7988391399
(layer0,neuron4)-(layer1,neuron9): 0.000441842412863
(layer0,neuron4)-(layer1,neuron10): 0.275271597789
(layer0,neuron4)-(layer1,neuron11): -1.61259895816
(layer0,neuron4)-(layer1,neuron12): 0.578075110176
(layer0,neuron4)-(layer1,neuron13): -1.11831394824
(layer0,neuron5)-(layer1,neuron0): -0.749281684413
(layer0,neuron5)-(layer1,neuron1): -1.43222679732
(layer0,neuron5)-(layer1,neuron2): 0.833078790482
(layer0,neuron5)-(layer1,neuron3): 1.17966539832
(layer0,neuron5)-(layer1,neuron4): 2.61909751629
(layer0,neuron5)-(layer1,neuron5): -0.348601478989
(layer0,neuron5)-(layer1,neuron6): -2.33950931332
(layer0,neuron5)-(layer1,neuron7): -1.65056779216
(layer0,neuron5)-(layer1,neuron8): 1.0481782439
(layer0,neuron5)-(layer1,neuron9): 1.53785422218
(layer0,neuron5)-(layer1,neuron10): 1.23018074769
(layer0,neuron5)-(layer1,neuron11): 0.474452490625
(layer0,neuron5)-(layer1,neuron12): 1.02443990441
(layer0,neuron5)-(layer1,neuron13): -0.0830976170845
(layer0,neuron6)-(layer1,neuron0): -0.884216919489
(layer0,neuron6)-(layer1,neuron1): 0.143456866327
(layer0,neuron6)-(layer1,neuron2): 0.784406658023
(layer0,neuron6)-(layer1,neuron3): -1.23503619272
(layer0,neuron6)-(layer1,neuron4): 0.673655082891
(layer0,neuron6)-(layer1,neuron5): -1.34875277893
(layer0,neuron6)-(layer1,neuron6): -1.56721765479
(layer0,neuron6)-(layer1,neuron7): 1.20703148766
(layer0,neuron6)-(layer1,neuron8): 1.58778028392
(layer0,neuron6)-(layer1,neuron9): 0.0382470761531
(layer0,neuron6)-(layer1,neuron10): -1.58406069117
(layer0,neuron6)-(layer1,neuron11): 1.20766333162
(layer0,neuron6)-(layer1,neuron12): -0.910131857275
(layer0,neuron6)-(layer1,neuron13): -2.12032019411
(layer0,neuron7)-(layer1,neuron0): -1.43893040129
(layer0,neuron7)-(layer1,neuron1): 1.40304038839
(layer0,neuron7)-(layer1,neuron2): -2.47677227233
(layer0,neuron7)-(layer1,neuron3): -1.81099509015
(layer0,neuron7)-(layer1,neuron4): 8.25639972338
(layer0,neuron7)-(layer1,neuron5): 1.9715391508
(layer0,neuron7)-(layer1,neuron6): -4.27778181107
(layer0,neuron7)-(layer1,neuron7): 8.02364099633
(layer0,neuron7)-(layer1,neuron8): -0.985726126055
(layer0,neuron7)-(layer1,neuron9): 4.3797265888
(layer0,neuron7)-(layer1,neuron10): -4.57493203549
(layer0,neuron7)-(layer1,neuron11): -0.194446125573
(layer0,neuron7)-(layer1,neuron12): -1.97405997843
(layer0,neuron7)-(layer1,neuron13): -0.717098769813
(layer0,neuron8)-(layer1,neuron0): 0.393763629506
(layer0,neuron8)-(layer1,neuron1): 0.650332460071
(layer0,neuron8)-(layer1,neuron2): -2.00789846426
(layer0,neuron8)-(layer1,neuron3): 1.4768207094
(layer0,neuron8)-(layer1,neuron4): 0.233960339463
(layer0,neuron8)-(layer1,neuron5): -1.1627663912
(layer0,neuron8)-(layer1,neuron6): 1.37846443451
(layer0,neuron8)-(layer1,neuron7): -1.33887607403
(layer0,neuron8)-(layer1,neuron8): -1.73388001582
(layer0,neuron8)-(layer1,neuron9): -0.655319507902
(layer0,neuron8)-(layer1,neuron10): 2.04465505697
(layer0,neuron8)-(layer1,neuron11): 1.57822625565
(layer0,neuron8)-(layer1,neuron12): 0.328541819067
(layer0,neuron8)-(layer1,neuron13): -1.88729176646
(layer0,neuron9)-(layer1,neuron0): -0.389828913846
(layer0,neuron9)-(layer1,neuron1): -0.0406710107962
(layer0,neuron9)-(layer1,neuron2): -2.94164439725
(layer0,neuron9)-(layer1,neuron3): 1.75996057684
(layer0,neuron9)-(layer1,neuron4): 0.875339729266
(layer0,neuron9)-(layer1,neuron5): -0.989811470536
(layer0,neuron9)-(layer1,neuron6): -0.0277439515208
(layer0,neuron9)-(layer1,neuron7): -0.281675595131
(layer0,neuron9)-(layer1,neuron8): 0.0500335574886
(layer0,neuron9)-(layer1,neuron9): -0.197416127401
(layer0,neuron9)-(layer1,neuron10): 1.68929557454
(layer0,neuron9)-(layer1,neuron11): -1.74296421917
(layer0,neuron9)-(layer1,neuron12): 0.386167709041
(layer0,neuron9)-(layer1,neuron13): 2.0782766188
(layer0,neuron10)-(layer1,neuron0): 1.56227454386
(layer0,neuron10)-(layer1,neuron1): 0.280593101129
(layer0,neuron10)-(layer1,neuron2): -3.57507072001
(layer0,neuron10)-(layer1,neuron3): 0.0333184997676
(layer0,neuron10)-(layer1,neuron4): -0.687550899866
(layer0,neuron10)-(layer1,neuron5): 1.10321247234
(layer0,neuron10)-(layer1,neuron6): -0.252316446662
(layer0,neuron10)-(layer1,neuron7): 0.0110176564845
(layer0,neuron10)-(layer1,neuron8): -0.410154223566
(layer0,neuron10)-(layer1,neuron9): -0.274877515284
(layer0,neuron10)-(layer1,neuron10): -0.374721912504
(layer0,neuron10)-(layer1,neuron11): 0.546638936051
(layer0,neuron10)-(layer1,neuron12): 1.72120857532
(layer0,neuron10)-(layer1,neuron13): -0.277437389737
(layer0,neuron11)-(layer1,neuron0): -0.577597286554
(layer0,neuron11)-(layer1,neuron1): 0.573459932686
(layer0,neuron11)-(layer1,neuron2): 1.486747513
(layer0,neuron11)-(layer1,neuron3): -0.58594314767
(layer0,neuron11)-(layer1,neuron4): -1.00023804679
(layer0,neuron11)-(layer1,neuron5): -1.60069180341
(layer0,neuron11)-(layer1,neuron6): 1.96915474197
(layer0,neuron11)-(layer1,neuron7): -0.269625494074
(layer0,neuron11)-(layer1,neuron8): 0.443650361455
(layer0,neuron11)-(layer1,neuron9): -0.746704655001
(layer0,neuron11)-(layer1,neuron10): 3.99841341935
(layer0,neuron11)-(layer1,neuron11): -0.178224600358
(layer0,neuron11)-(layer1,neuron12): -1.01047934556
(layer0,neuron11)-(layer1,neuron13): -1.13196259193
(layer0,neuron12)-(layer1,neuron0): -0.995005803095
(layer0,neuron12)-(layer1,neuron1): -0.359025807091
(layer0,neuron12)-(layer1,neuron2): 1.16436417572
(layer0,neuron12)-(layer1,neuron3): 0.136703769325
(layer0,neuron12)-(layer1,neuron4): -0.142215475596
(layer0,neuron12)-(layer1,neuron5): 0.663066588828
(layer0,neuron12)-(layer1,neuron6): 1.77431611034
(layer0,neuron12)-(layer1,neuron7): -0.413999393996
(layer0,neuron12)-(layer1,neuron8): 0.650881250738
(layer0,neuron12)-(layer1,neuron9): -0.0366420376669
(layer0,neuron12)-(layer1,neuron10): -2.30192642042
(layer0,neuron12)-(layer1,neuron11): -1.45986135336
(layer0,neuron12)-(layer1,neuron12): -1.79325177639
(layer0,neuron12)-(layer1,neuron13): 1.03525442057
(layer0,neuron13)-(layer1,neuron0): 1.83899806277
(layer0,neuron13)-(layer1,neuron1): -0.150612540441
(layer0,neuron13)-(layer1,neuron2): -0.246959300254
(layer0,neuron13)-(layer1,neuron3): -0.493221170255
(layer0,neuron13)-(layer1,neuron4): 10.3383318607
(layer0,neuron13)-(layer1,neuron5): 1.80709780153
(layer0,neuron13)-(layer1,neuron6): -5.34333654449
(layer0,neuron13)-(layer1,neuron7): 9.94148103222
(layer0,neuron13)-(layer1,neuron8): -1.02625160629
(layer0,neuron13)-(layer1,neuron9): 8.20720098425
(layer0,neuron13)-(layer1,neuron10): -7.5354778831
(layer0,neuron13)-(layer1,neuron11): 1.20430379759
(layer0,neuron13)-(layer1,neuron12): 0.406668447002
(layer0,neuron13)-(layer1,neuron13): -0.57306776257
(layer1,neuron0)-(layer2,neuron0): -3.21427789717
(layer1,neuron0)-(layer2,neuron1): -0.110556940087
(layer1,neuron0)-(layer2,neuron2): 0.174065398566
(layer1,neuron0)-(layer2,neuron3): -1.80364757158
(layer1,neuron0)-(layer2,neuron4): -0.70210382036
(layer1,neuron0)-(layer2,neuron5): -0.446406749191
(layer1,neuron0)-(layer2,neuron6): 0.997083732881
(layer1,neuron0)-(layer2,neuron7): -1.68185142487
(layer1,neuron0)-(layer2,neuron8): 0.545995966835
(layer1,neuron0)-(layer2,neuron9): 0.0536382988975
(layer1,neuron0)-(layer2,neuron10): -1.00646639732
(layer1,neuron0)-(layer2,neuron11): -0.549860934205
(layer1,neuron0)-(layer2,neuron12): 0.00896600355518
(layer1,neuron1)-(layer2,neuron0): 1.18047085513
(layer1,neuron1)-(layer2,neuron1): -0.0673093535705
(layer1,neuron1)-(layer2,neuron2): -0.213591695359
(layer1,neuron1)-(layer2,neuron3): -2.09020988126
(layer1,neuron1)-(layer2,neuron4): -0.924804470051
(layer1,neuron1)-(layer2,neuron5): 1.7533110039
(layer1,neuron1)-(layer2,neuron6): 2.04657169934
(layer1,neuron1)-(layer2,neuron7): 1.2353308434
(layer1,neuron1)-(layer2,neuron8): 0.0815508394492
(layer1,neuron1)-(layer2,neuron9): 1.97268383234
(layer1,neuron1)-(layer2,neuron10): -1.76598357215
(layer1,neuron1)-(layer2,neuron11): -1.35867618978
(layer1,neuron1)-(layer2,neuron12): -0.368259602076
(layer1,neuron2)-(layer2,neuron0): -1.4180440308
(layer1,neuron2)-(layer2,neuron1): 0.731275874599
(layer1,neuron2)-(layer2,neuron2): 1.53464803887
(layer1,neuron2)-(layer2,neuron3): -0.856963302677
(layer1,neuron2)-(layer2,neuron4): 0.774604711999
(layer1,neuron2)-(layer2,neuron5): -0.0186102810817
(layer1,neuron2)-(layer2,neuron6): -3.43379659676
(layer1,neuron2)-(layer2,neuron7): -1.26251627659
(layer1,neuron2)-(layer2,neuron8): 0.924949377215
(layer1,neuron2)-(layer2,neuron9): -0.207249140124
(layer1,neuron2)-(layer2,neuron10): 0.993833912619
(layer1,neuron2)-(layer2,neuron11): -1.14415334839
(layer1,neuron2)-(layer2,neuron12): 1.55269542534
(layer1,neuron3)-(layer2,neuron0): -2.29840082537
(layer1,neuron3)-(layer2,neuron1): 0.158496469707
(layer1,neuron3)-(layer2,neuron2): 0.151581445318
(layer1,neuron3)-(layer2,neuron3): -1.51804351932
(layer1,neuron3)-(layer2,neuron4): -1.30992502164
(layer1,neuron3)-(layer2,neuron5): -1.43773227995
(layer1,neuron3)-(layer2,neuron6): 0.0185495092679
(layer1,neuron3)-(layer2,neuron7): -1.84452023724
(layer1,neuron3)-(layer2,neuron8): -1.8709369079
(layer1,neuron3)-(layer2,neuron9): -1.79682218579
(layer1,neuron3)-(layer2,neuron10): 0.263344677157
(layer1,neuron3)-(layer2,neuron11): -1.07624034133
(layer1,neuron3)-(layer2,neuron12): -1.68327222039
(layer1,neuron4)-(layer2,neuron0): 2.11222762294
(layer1,neuron4)-(layer2,neuron1): -3.43504925127
(layer1,neuron4)-(layer2,neuron2): 0.127363976283
(layer1,neuron4)-(layer2,neuron3): -1.70204021312
(layer1,neuron4)-(layer2,neuron4): 0.210777198676
(layer1,neuron4)-(layer2,neuron5): 1.28204619456
(layer1,neuron4)-(layer2,neuron6): 6.50305260932
(layer1,neuron4)-(layer2,neuron7): -0.448529371448
(layer1,neuron4)-(layer2,neuron8): -2.01845260564
(layer1,neuron4)-(layer2,neuron9): -1.65536456887
(layer1,neuron4)-(layer2,neuron10): -1.70699894514
(layer1,neuron4)-(layer2,neuron11): -1.82097610622
(layer1,neuron4)-(layer2,neuron12): -0.968481023366
(layer1,neuron5)-(layer2,neuron0): -0.392971505059
(layer1,neuron5)-(layer2,neuron1): 0.735092162373
(layer1,neuron5)-(layer2,neuron2): -0.631785706853
(layer1,neuron5)-(layer2,neuron3): -0.0543763915446
(layer1,neuron5)-(layer2,neuron4): -0.535706990602
(layer1,neuron5)-(layer2,neuron5): -2.81164314843
(layer1,neuron5)-(layer2,neuron6): 0.99857323257
(layer1,neuron5)-(layer2,neuron7): 1.3526243266
(layer1,neuron5)-(layer2,neuron8): -1.70755452964
(layer1,neuron5)-(layer2,neuron9): -1.67401513323
(layer1,neuron5)-(layer2,neuron10): 0.381380314674
(layer1,neuron5)-(layer2,neuron11): 0.850369967434
(layer1,neuron5)-(layer2,neuron12): -0.796082485019
(layer1,neuron6)-(layer2,neuron0): -1.77911321723
(layer1,neuron6)-(layer2,neuron1): 2.08580351253
(layer1,neuron6)-(layer2,neuron2): 1.23321193522
(layer1,neuron6)-(layer2,neuron3): 2.09345611298
(layer1,neuron6)-(layer2,neuron4): 0.985982051923
(layer1,neuron6)-(layer2,neuron5): -1.10034094305
(layer1,neuron6)-(layer2,neuron6): -3.34434607344
(layer1,neuron6)-(layer2,neuron7): -0.186586548143
(layer1,neuron6)-(layer2,neuron8): -1.39093803245
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