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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 09:56:39 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/job401
Training events: 47762


#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'    [47.7866363525,750.656311035]
LepAPt                        LepAPt                            'F'    [20.0001049042,178.378601074]
LepBPt                        LepBPt                            'F'    [10.0004081726,68.4152984619]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.975870490074,19.2163314819]
MetSpec                       MetSpec                           'F'    [15.0050735474,236.562576294]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1877574921,481.37588501]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.862621068954,308.832702637]
addEt                         addEt                             'F'    [47.7866363525,378.177581787]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0177443344146,3.14158248901]
dPhiLeptons                   dPhiLeptons                       'F'    [1.71661376953e-05,1.11657130718]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13453125954]
lep1_E                        lep1_E                            'F'    [20.0121021271,196.200546265]
lep2_E                        lep2_E                            'F'    [10.0116767883,124.551948547]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.156096357679
(layer0,neuron0)-(layer1,neuron1): 2.08343869585
(layer0,neuron0)-(layer1,neuron2): 0.803441213051
(layer0,neuron0)-(layer1,neuron3): 1.31757207411
(layer0,neuron0)-(layer1,neuron4): -2.43898246582
(layer0,neuron0)-(layer1,neuron5): -0.762640809517
(layer0,neuron0)-(layer1,neuron6): -0.474921622377
(layer0,neuron0)-(layer1,neuron7): 1.97987374069
(layer0,neuron0)-(layer1,neuron8): -1.63456629653
(layer0,neuron0)-(layer1,neuron9): -0.645641369888
(layer0,neuron0)-(layer1,neuron10): -1.40555183652
(layer0,neuron0)-(layer1,neuron11): -0.56609210022
(layer0,neuron0)-(layer1,neuron12): -1.46998862333
(layer0,neuron0)-(layer1,neuron13): -1.07327609398
(layer0,neuron1)-(layer1,neuron0): -0.46376365612
(layer0,neuron1)-(layer1,neuron1): 0.385813892983
(layer0,neuron1)-(layer1,neuron2): -3.52272586214
(layer0,neuron1)-(layer1,neuron3): -1.01018792083
(layer0,neuron1)-(layer1,neuron4): 3.22299550592
(layer0,neuron1)-(layer1,neuron5): 1.42989987977
(layer0,neuron1)-(layer1,neuron6): -4.55658164981
(layer0,neuron1)-(layer1,neuron7): 2.18775314867
(layer0,neuron1)-(layer1,neuron8): 0.910174007387
(layer0,neuron1)-(layer1,neuron9): 0.47672148207
(layer0,neuron1)-(layer1,neuron10): -1.54963615801
(layer0,neuron1)-(layer1,neuron11): 1.12801325237
(layer0,neuron1)-(layer1,neuron12): 1.04672768547
(layer0,neuron1)-(layer1,neuron13): -1.81235857601
(layer0,neuron2)-(layer1,neuron0): -1.98817417122
(layer0,neuron2)-(layer1,neuron1): 0.229318415792
(layer0,neuron2)-(layer1,neuron2): -2.2370941774
(layer0,neuron2)-(layer1,neuron3): 0.446123248572
(layer0,neuron2)-(layer1,neuron4): 1.7214212416
(layer0,neuron2)-(layer1,neuron5): -0.822838713054
(layer0,neuron2)-(layer1,neuron6): -1.45967722221
(layer0,neuron2)-(layer1,neuron7): 3.58335408177
(layer0,neuron2)-(layer1,neuron8): -2.08576657533
(layer0,neuron2)-(layer1,neuron9): 2.37431057993
(layer0,neuron2)-(layer1,neuron10): -2.63155767485
(layer0,neuron2)-(layer1,neuron11): 2.95102002149
(layer0,neuron2)-(layer1,neuron12): 0.586937080064
(layer0,neuron2)-(layer1,neuron13): 0.137373174319
(layer0,neuron3)-(layer1,neuron0): 2.01403062965
(layer0,neuron3)-(layer1,neuron1): 1.66839013362
(layer0,neuron3)-(layer1,neuron2): -0.171365042846
(layer0,neuron3)-(layer1,neuron3): -2.79925662342
(layer0,neuron3)-(layer1,neuron4): 1.25307456555
(layer0,neuron3)-(layer1,neuron5): -0.287950451716
(layer0,neuron3)-(layer1,neuron6): 6.0270342569
(layer0,neuron3)-(layer1,neuron7): 0.627581316544
(layer0,neuron3)-(layer1,neuron8): 0.959034848637
(layer0,neuron3)-(layer1,neuron9): 1.6386282889
(layer0,neuron3)-(layer1,neuron10): -2.02394879423
(layer0,neuron3)-(layer1,neuron11): 2.34445300264
(layer0,neuron3)-(layer1,neuron12): -1.8813066814
(layer0,neuron3)-(layer1,neuron13): -1.17821665303
(layer0,neuron4)-(layer1,neuron0): -1.17941041501
(layer0,neuron4)-(layer1,neuron1): -1.82357908045
(layer0,neuron4)-(layer1,neuron2): 0.999521560977
(layer0,neuron4)-(layer1,neuron3): -0.679502306545
(layer0,neuron4)-(layer1,neuron4): -0.797263149356
(layer0,neuron4)-(layer1,neuron5): 0.462962106997
(layer0,neuron4)-(layer1,neuron6): 0.53587863853
(layer0,neuron4)-(layer1,neuron7): 3.28240019455
(layer0,neuron4)-(layer1,neuron8): 1.96048077617
(layer0,neuron4)-(layer1,neuron9): -0.394292015239
(layer0,neuron4)-(layer1,neuron10): -2.05630500746
(layer0,neuron4)-(layer1,neuron11): 0.939657671836
(layer0,neuron4)-(layer1,neuron12): 0.410432270396
(layer0,neuron4)-(layer1,neuron13): -1.4530527111
(layer0,neuron5)-(layer1,neuron0): -0.609132825985
(layer0,neuron5)-(layer1,neuron1): -1.40263502513
(layer0,neuron5)-(layer1,neuron2): 1.05854119668
(layer0,neuron5)-(layer1,neuron3): 1.36921557379
(layer0,neuron5)-(layer1,neuron4): 0.293760019214
(layer0,neuron5)-(layer1,neuron5): 0.697662320273
(layer0,neuron5)-(layer1,neuron6): -1.83375921961
(layer0,neuron5)-(layer1,neuron7): -2.76043876683
(layer0,neuron5)-(layer1,neuron8): 0.792777809332
(layer0,neuron5)-(layer1,neuron9): 0.922197909598
(layer0,neuron5)-(layer1,neuron10): 2.74338029555
(layer0,neuron5)-(layer1,neuron11): -0.330828177256
(layer0,neuron5)-(layer1,neuron12): 0.710952439889
(layer0,neuron5)-(layer1,neuron13): -1.48758048587
(layer0,neuron6)-(layer1,neuron0): -0.686513539069
(layer0,neuron6)-(layer1,neuron1): -0.324247148424
(layer0,neuron6)-(layer1,neuron2): 0.609141615932
(layer0,neuron6)-(layer1,neuron3): -2.28333494802
(layer0,neuron6)-(layer1,neuron4): -1.40756192881
(layer0,neuron6)-(layer1,neuron5): -1.25736925998
(layer0,neuron6)-(layer1,neuron6): -0.781090463126
(layer0,neuron6)-(layer1,neuron7): 1.78531468083
(layer0,neuron6)-(layer1,neuron8): 1.77798273377
(layer0,neuron6)-(layer1,neuron9): -1.39815149355
(layer0,neuron6)-(layer1,neuron10): -1.73822837005
(layer0,neuron6)-(layer1,neuron11): 2.77990652579
(layer0,neuron6)-(layer1,neuron12): -1.03522733361
(layer0,neuron6)-(layer1,neuron13): -2.03431268759
(layer0,neuron7)-(layer1,neuron0): -1.19546757242
(layer0,neuron7)-(layer1,neuron1): 0.209770158549
(layer0,neuron7)-(layer1,neuron2): -6.29310969104
(layer0,neuron7)-(layer1,neuron3): -5.99433258035
(layer0,neuron7)-(layer1,neuron4): 4.94543275093
(layer0,neuron7)-(layer1,neuron5): 1.20503930341
(layer0,neuron7)-(layer1,neuron6): -6.97072649144
(layer0,neuron7)-(layer1,neuron7): 10.3960026354
(layer0,neuron7)-(layer1,neuron8): -0.959430150114
(layer0,neuron7)-(layer1,neuron9): -0.238762724421
(layer0,neuron7)-(layer1,neuron10): -2.47899882344
(layer0,neuron7)-(layer1,neuron11): 3.90345967651
(layer0,neuron7)-(layer1,neuron12): -1.72692023995
(layer0,neuron7)-(layer1,neuron13): -0.134418151134
(layer0,neuron8)-(layer1,neuron0): 0.337796822872
(layer0,neuron8)-(layer1,neuron1): -0.0904734272799
(layer0,neuron8)-(layer1,neuron2): 1.19244659944
(layer0,neuron8)-(layer1,neuron3): 1.29954701597
(layer0,neuron8)-(layer1,neuron4): 0.78664890633
(layer0,neuron8)-(layer1,neuron5): -2.72133648378
(layer0,neuron8)-(layer1,neuron6): 5.27244203496
(layer0,neuron8)-(layer1,neuron7): 1.1475193943
(layer0,neuron8)-(layer1,neuron8): 0.194261230686
(layer0,neuron8)-(layer1,neuron9): -0.0437132359283
(layer0,neuron8)-(layer1,neuron10): -2.53699708553
(layer0,neuron8)-(layer1,neuron11): 2.53456568454
(layer0,neuron8)-(layer1,neuron12): 1.03214869261
(layer0,neuron8)-(layer1,neuron13): 0.656993897615
(layer0,neuron9)-(layer1,neuron0): -0.36110634936
(layer0,neuron9)-(layer1,neuron1): 0.298604639103
(layer0,neuron9)-(layer1,neuron2): -1.97176033383
(layer0,neuron9)-(layer1,neuron3): -0.295384116183
(layer0,neuron9)-(layer1,neuron4): -0.45967789016
(layer0,neuron9)-(layer1,neuron5): -2.05218036135
(layer0,neuron9)-(layer1,neuron6): 1.42587715727
(layer0,neuron9)-(layer1,neuron7): 1.24808284969
(layer0,neuron9)-(layer1,neuron8): 2.8828828278
(layer0,neuron9)-(layer1,neuron9): 0.98150903571
(layer0,neuron9)-(layer1,neuron10): 0.605013813561
(layer0,neuron9)-(layer1,neuron11): -3.34986159817
(layer0,neuron9)-(layer1,neuron12): -0.467953719645
(layer0,neuron9)-(layer1,neuron13): 0.914809879119
(layer0,neuron10)-(layer1,neuron0): 1.56755674969
(layer0,neuron10)-(layer1,neuron1): 0.23720823388
(layer0,neuron10)-(layer1,neuron2): -1.71510960617
(layer0,neuron10)-(layer1,neuron3): 0.0816700722755
(layer0,neuron10)-(layer1,neuron4): -1.29435193033
(layer0,neuron10)-(layer1,neuron5): 1.6332707215
(layer0,neuron10)-(layer1,neuron6): -0.516183319268
(layer0,neuron10)-(layer1,neuron7): -0.495335861565
(layer0,neuron10)-(layer1,neuron8): 1.24080519381
(layer0,neuron10)-(layer1,neuron9): -0.289872296726
(layer0,neuron10)-(layer1,neuron10): -2.10242572769
(layer0,neuron10)-(layer1,neuron11): 0.93396321198
(layer0,neuron10)-(layer1,neuron12): 0.891505751071
(layer0,neuron10)-(layer1,neuron13): -1.154388722
(layer0,neuron11)-(layer1,neuron0): -0.474537282775
(layer0,neuron11)-(layer1,neuron1): 0.198386172401
(layer0,neuron11)-(layer1,neuron2): 5.0610901347
(layer0,neuron11)-(layer1,neuron3): -0.509601552753
(layer0,neuron11)-(layer1,neuron4): 3.03625442755
(layer0,neuron11)-(layer1,neuron5): -1.17978490231
(layer0,neuron11)-(layer1,neuron6): 1.54256289763
(layer0,neuron11)-(layer1,neuron7): 0.691033468463
(layer0,neuron11)-(layer1,neuron8): -0.393315163671
(layer0,neuron11)-(layer1,neuron9): 0.917783117969
(layer0,neuron11)-(layer1,neuron10): 1.52488006936
(layer0,neuron11)-(layer1,neuron11): 0.264791499855
(layer0,neuron11)-(layer1,neuron12): -1.06775765586
(layer0,neuron11)-(layer1,neuron13): 0.289846519726
(layer0,neuron12)-(layer1,neuron0): -1.02519809603
(layer0,neuron12)-(layer1,neuron1): -0.708152943551
(layer0,neuron12)-(layer1,neuron2): 2.47746163424
(layer0,neuron12)-(layer1,neuron3): 1.49307306504
(layer0,neuron12)-(layer1,neuron4): 0.748140930313
(layer0,neuron12)-(layer1,neuron5): 1.63238655667
(layer0,neuron12)-(layer1,neuron6): 3.53264522708
(layer0,neuron12)-(layer1,neuron7): -1.23748797735
(layer0,neuron12)-(layer1,neuron8): -0.177268227383
(layer0,neuron12)-(layer1,neuron9): 0.136250645238
(layer0,neuron12)-(layer1,neuron10): -0.0199526772274
(layer0,neuron12)-(layer1,neuron11): -0.0351975244947
(layer0,neuron12)-(layer1,neuron12): -2.32220863617
(layer0,neuron12)-(layer1,neuron13): 0.275566062522
(layer0,neuron13)-(layer1,neuron0): 1.86932569181
(layer0,neuron13)-(layer1,neuron1): -1.56886595903
(layer0,neuron13)-(layer1,neuron2): -4.45007186644
(layer0,neuron13)-(layer1,neuron3): -4.40653073751
(layer0,neuron13)-(layer1,neuron4): 4.88358289817
(layer0,neuron13)-(layer1,neuron5): 0.615348969969
(layer0,neuron13)-(layer1,neuron6): -10.043179009
(layer0,neuron13)-(layer1,neuron7): 12.6532900365
(layer0,neuron13)-(layer1,neuron8): -0.573711539807
(layer0,neuron13)-(layer1,neuron9): 1.01439131489
(layer0,neuron13)-(layer1,neuron10): -1.79387355747
(layer0,neuron13)-(layer1,neuron11): 4.8935596786
(layer0,neuron13)-(layer1,neuron12): 1.4092669379
(layer0,neuron13)-(layer1,neuron13): 0.355453904658
(layer1,neuron0)-(layer2,neuron0): -2.77060497893
(layer1,neuron0)-(layer2,neuron1): -0.179898512585
(layer1,neuron0)-(layer2,neuron2): -0.0935844170633
(layer1,neuron0)-(layer2,neuron3): -1.3240693958
(layer1,neuron0)-(layer2,neuron4): -0.682406180241
(layer1,neuron0)-(layer2,neuron5): -0.62020450971
(layer1,neuron0)-(layer2,neuron6): -0.309119052548
(layer1,neuron0)-(layer2,neuron7): -1.47920882765
(layer1,neuron0)-(layer2,neuron8): 0.467880332249
(layer1,neuron0)-(layer2,neuron9): 0.175346023082
(layer1,neuron0)-(layer2,neuron10): -1.49681176078
(layer1,neuron0)-(layer2,neuron11): -0.0475754044346
(layer1,neuron0)-(layer2,neuron12): -0.0337102784558
(layer1,neuron1)-(layer2,neuron0): 1.05679009156
(layer1,neuron1)-(layer2,neuron1): -0.0826777403521
(layer1,neuron1)-(layer2,neuron2): -0.577386926319
(layer1,neuron1)-(layer2,neuron3): -1.93458757796
(layer1,neuron1)-(layer2,neuron4): -0.922195304299
(layer1,neuron1)-(layer2,neuron5): 1.98760816417
(layer1,neuron1)-(layer2,neuron6): 1.22907876123
(layer1,neuron1)-(layer2,neuron7): 0.731519121074
(layer1,neuron1)-(layer2,neuron8): 0.183412655927
(layer1,neuron1)-(layer2,neuron9): 1.89311130986
(layer1,neuron1)-(layer2,neuron10): -1.65088930241
(layer1,neuron1)-(layer2,neuron11): -1.25347731455
(layer1,neuron1)-(layer2,neuron12): -0.20153647038
(layer1,neuron2)-(layer2,neuron0): -1.79307031327
(layer1,neuron2)-(layer2,neuron1): 4.58064430882
(layer1,neuron2)-(layer2,neuron2): -0.907801690947
(layer1,neuron2)-(layer2,neuron3): -0.612706711379
(layer1,neuron2)-(layer2,neuron4): 0.795325640889
(layer1,neuron2)-(layer2,neuron5): -0.815047575398
(layer1,neuron2)-(layer2,neuron6): -1.76257290149
(layer1,neuron2)-(layer2,neuron7): -1.05810731166
(layer1,neuron2)-(layer2,neuron8): 0.557769022731
(layer1,neuron2)-(layer2,neuron9): -0.421326154228
(layer1,neuron2)-(layer2,neuron10): -0.264287190197
(layer1,neuron2)-(layer2,neuron11): -1.23692102418
(layer1,neuron2)-(layer2,neuron12): 1.23407719324
(layer1,neuron3)-(layer2,neuron0): -1.69106292413
(layer1,neuron3)-(layer2,neuron1): 3.06758725235
(layer1,neuron3)-(layer2,neuron2): -1.13935278767
(layer1,neuron3)-(layer2,neuron3): -0.712551274861
(layer1,neuron3)-(layer2,neuron4): -1.34395781222
(layer1,neuron3)-(layer2,neuron5): -2.84343825646
(layer1,neuron3)-(layer2,neuron6): -0.63135507903
(layer1,neuron3)-(layer2,neuron7): -2.18508929851
(layer1,neuron3)-(layer2,neuron8): -2.00988600697
(layer1,neuron3)-(layer2,neuron9): -1.62896547687
(layer1,neuron3)-(layer2,neuron10): 0.428151628147
(layer1,neuron3)-(layer2,neuron11): -0.845931805742
(layer1,neuron3)-(layer2,neuron12): -2.25501609089
(layer1,neuron4)-(layer2,neuron0): 0.567390440312
(layer1,neuron4)-(layer2,neuron1): -4.98717203764
(layer1,neuron4)-(layer2,neuron2): 2.65291080196
(layer1,neuron4)-(layer2,neuron3): -1.35485528336
(layer1,neuron4)-(layer2,neuron4): 0.230953160602
(layer1,neuron4)-(layer2,neuron5): 1.13606276953
(layer1,neuron4)-(layer2,neuron6): 1.2539654333
(layer1,neuron4)-(layer2,neuron7): -0.563940750684
(layer1,neuron4)-(layer2,neuron8): -2.11098602628
(layer1,neuron4)-(layer2,neuron9): -1.65167503267
(layer1,neuron4)-(layer2,neuron10): -1.37322271799
(layer1,neuron4)-(layer2,neuron11): -1.6372219795
(layer1,neuron4)-(layer2,neuron12): -0.683561453994
(layer1,neuron5)-(layer2,neuron0): -0.407503115742
(layer1,neuron5)-(layer2,neuron1): -0.280782777758
(layer1,neuron5)-(layer2,neuron2): -1.76433256622
(layer1,neuron5)-(layer2,neuron3): 0.281896644152
(layer1,neuron5)-(layer2,neuron4): -0.513211919652
(layer1,neuron5)-(layer2,neuron5): -2.89196262569
(layer1,neuron5)-(layer2,neuron6): 0.846740556534
(layer1,neuron5)-(layer2,neuron7): 1.32325831089
(layer1,neuron5)-(layer2,neuron8): -1.78660087757
(layer1,neuron5)-(layer2,neuron9): -1.83988637424
(layer1,neuron5)-(layer2,neuron10): -0.069964678892
(layer1,neuron5)-(layer2,neuron11): 1.13294345437
(layer1,neuron5)-(layer2,neuron12): -1.02930078101
(layer1,neuron6)-(layer2,neuron0): -1.48005882411
(layer1,neuron6)-(layer2,neuron1): 3.36383840557
(layer1,neuron6)-(layer2,neuron2): 0.125543103314
(layer1,neuron6)-(layer2,neuron3): 1.90874989432
(layer1,neuron6)-(layer2,neuron4): 0.962856568111
(layer1,neuron6)-(layer2,neuron5): -0.152865624268
(layer1,neuron6)-(layer2,neuron6): -0.479648976678
(layer1,neuron6)-(layer2,neuron7): 0.315183306588
(layer1,neuron6)-(layer2,neuron8): -2.21125883607
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