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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:29:47 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/job417
Training events: 26280


#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'    [49.2191009521,850.621887207]
LepAPt                        LepAPt                            'F'    [20.0000362396,162.429443359]
LepBPt                        LepBPt                            'F'    [10.0018510818,64.8868713379]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.16568470001,17.5202083588]
MetSpec                       MetSpec                           'F'    [15.0119848251,252.419906616]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1229667664,533.675720215]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [5.16211557388,344.837463379]
addEt                         addEt                             'F'    [49.2191009521,422.705413818]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.054340723902,3.14157605171]
dPhiLeptons                   dPhiLeptons                       'F'    [3.08752059937e-05,1.13010489941]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13414525986]
lep1_E                        lep1_E                            'F'    [20.0598621368,220.396377563]
lep2_E                        lep2_E                            'F'    [10.0297393799,100.190933228]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.277887594124
(layer0,neuron0)-(layer1,neuron1): 2.06851442742
(layer0,neuron0)-(layer1,neuron2): 1.16400509286
(layer0,neuron0)-(layer1,neuron3): 1.65541881884
(layer0,neuron0)-(layer1,neuron4): -1.5400295312
(layer0,neuron0)-(layer1,neuron5): -1.13480136272
(layer0,neuron0)-(layer1,neuron6): -0.864667631265
(layer0,neuron0)-(layer1,neuron7): 1.07539308842
(layer0,neuron0)-(layer1,neuron8): -1.71774097877
(layer0,neuron0)-(layer1,neuron9): -0.154078535503
(layer0,neuron0)-(layer1,neuron10): -1.08162378049
(layer0,neuron0)-(layer1,neuron11): -0.199757229141
(layer0,neuron0)-(layer1,neuron12): -0.540404327855
(layer0,neuron0)-(layer1,neuron13): -0.225214115171
(layer0,neuron1)-(layer1,neuron0): -0.565757237338
(layer0,neuron1)-(layer1,neuron1): 1.10351456142
(layer0,neuron1)-(layer1,neuron2): -0.132805576413
(layer0,neuron1)-(layer1,neuron3): 2.67614348464
(layer0,neuron1)-(layer1,neuron4): 0.538418832093
(layer0,neuron1)-(layer1,neuron5): 1.95322493802
(layer0,neuron1)-(layer1,neuron6): -1.67034220647
(layer0,neuron1)-(layer1,neuron7): 2.1504706758
(layer0,neuron1)-(layer1,neuron8): 0.611395234998
(layer0,neuron1)-(layer1,neuron9): 0.889493616868
(layer0,neuron1)-(layer1,neuron10): -1.55371343841
(layer0,neuron1)-(layer1,neuron11): -0.454853125164
(layer0,neuron1)-(layer1,neuron12): 1.94203601397
(layer0,neuron1)-(layer1,neuron13): -1.12886204386
(layer0,neuron2)-(layer1,neuron0): -1.90034981644
(layer0,neuron2)-(layer1,neuron1): 0.421554113649
(layer0,neuron2)-(layer1,neuron2): 0.945292346814
(layer0,neuron2)-(layer1,neuron3): 2.20807699385
(layer0,neuron2)-(layer1,neuron4): 0.331639329764
(layer0,neuron2)-(layer1,neuron5): 2.77230497572
(layer0,neuron2)-(layer1,neuron6): -0.87192380601
(layer0,neuron2)-(layer1,neuron7): 4.38264840538
(layer0,neuron2)-(layer1,neuron8): -1.84376001818
(layer0,neuron2)-(layer1,neuron9): 2.38682089035
(layer0,neuron2)-(layer1,neuron10): -4.52618151099
(layer0,neuron2)-(layer1,neuron11): 1.50561076492
(layer0,neuron2)-(layer1,neuron12): 0.660578721831
(layer0,neuron2)-(layer1,neuron13): 1.67299857769
(layer0,neuron3)-(layer1,neuron0): 1.96135359173
(layer0,neuron3)-(layer1,neuron1): 1.12816685183
(layer0,neuron3)-(layer1,neuron2): -0.441675159921
(layer0,neuron3)-(layer1,neuron3): -1.03743270146
(layer0,neuron3)-(layer1,neuron4): 1.4205104929
(layer0,neuron3)-(layer1,neuron5): 0.544778678628
(layer0,neuron3)-(layer1,neuron6): 2.04419385098
(layer0,neuron3)-(layer1,neuron7): 0.614326731928
(layer0,neuron3)-(layer1,neuron8): 1.26177970134
(layer0,neuron3)-(layer1,neuron9): 1.58695636163
(layer0,neuron3)-(layer1,neuron10): -0.839337637084
(layer0,neuron3)-(layer1,neuron11): 0.398962999276
(layer0,neuron3)-(layer1,neuron12): -1.52030201454
(layer0,neuron3)-(layer1,neuron13): -0.14357132424
(layer0,neuron4)-(layer1,neuron0): -1.25142900098
(layer0,neuron4)-(layer1,neuron1): -1.66526735297
(layer0,neuron4)-(layer1,neuron2): 1.80753114448
(layer0,neuron4)-(layer1,neuron3): 0.913338511815
(layer0,neuron4)-(layer1,neuron4): -0.900073021884
(layer0,neuron4)-(layer1,neuron5): 1.10885174042
(layer0,neuron4)-(layer1,neuron6): -0.467870907094
(layer0,neuron4)-(layer1,neuron7): 1.75035216433
(layer0,neuron4)-(layer1,neuron8): 1.66520897105
(layer0,neuron4)-(layer1,neuron9): 0.349408098814
(layer0,neuron4)-(layer1,neuron10): 0.399303094911
(layer0,neuron4)-(layer1,neuron11): -1.70256048147
(layer0,neuron4)-(layer1,neuron12): 1.42258942408
(layer0,neuron4)-(layer1,neuron13): -0.336696402437
(layer0,neuron5)-(layer1,neuron0): -0.698971141764
(layer0,neuron5)-(layer1,neuron1): -1.37014065055
(layer0,neuron5)-(layer1,neuron2): 1.00512233878
(layer0,neuron5)-(layer1,neuron3): 0.878002664917
(layer0,neuron5)-(layer1,neuron4): 1.7585229805
(layer0,neuron5)-(layer1,neuron5): -0.281411481541
(layer0,neuron5)-(layer1,neuron6): -1.83954511402
(layer0,neuron5)-(layer1,neuron7): -3.16028443702
(layer0,neuron5)-(layer1,neuron8): 0.682392648405
(layer0,neuron5)-(layer1,neuron9): 1.44594262705
(layer0,neuron5)-(layer1,neuron10): 2.57960011552
(layer0,neuron5)-(layer1,neuron11): 1.10857324681
(layer0,neuron5)-(layer1,neuron12): 1.67924621416
(layer0,neuron5)-(layer1,neuron13): -0.70316703481
(layer0,neuron6)-(layer1,neuron0): -0.819201420294
(layer0,neuron6)-(layer1,neuron1): 0.0976757056652
(layer0,neuron6)-(layer1,neuron2): 1.42914722544
(layer0,neuron6)-(layer1,neuron3): -0.718847094309
(layer0,neuron6)-(layer1,neuron4): -1.15935893868
(layer0,neuron6)-(layer1,neuron5): 0.0714491066186
(layer0,neuron6)-(layer1,neuron6): -1.61368036043
(layer0,neuron6)-(layer1,neuron7): 2.44115038739
(layer0,neuron6)-(layer1,neuron8): 1.64300361261
(layer0,neuron6)-(layer1,neuron9): -0.84420151287
(layer0,neuron6)-(layer1,neuron10): -1.3577671461
(layer0,neuron6)-(layer1,neuron11): 1.23061465421
(layer0,neuron6)-(layer1,neuron12): -0.0773331050362
(layer0,neuron6)-(layer1,neuron13): -1.19155768192
(layer0,neuron7)-(layer1,neuron0): -1.40354113544
(layer0,neuron7)-(layer1,neuron1): 0.581610320686
(layer0,neuron7)-(layer1,neuron2): -1.59149266075
(layer0,neuron7)-(layer1,neuron3): -0.415911440973
(layer0,neuron7)-(layer1,neuron4): 1.36298983887
(layer0,neuron7)-(layer1,neuron5): 4.04659002533
(layer0,neuron7)-(layer1,neuron6): -3.57061806204
(layer0,neuron7)-(layer1,neuron7): 7.13276045013
(layer0,neuron7)-(layer1,neuron8): -0.900089814249
(layer0,neuron7)-(layer1,neuron9): -0.132473204701
(layer0,neuron7)-(layer1,neuron10): -1.74483661183
(layer0,neuron7)-(layer1,neuron11): -0.387417092935
(layer0,neuron7)-(layer1,neuron12): -1.32331129384
(layer0,neuron7)-(layer1,neuron13): 0.731386649337
(layer0,neuron8)-(layer1,neuron0): 0.273086936941
(layer0,neuron8)-(layer1,neuron1): 0.382494322148
(layer0,neuron8)-(layer1,neuron2): -1.70789245658
(layer0,neuron8)-(layer1,neuron3): 2.75443173807
(layer0,neuron8)-(layer1,neuron4): 0.0522720823564
(layer0,neuron8)-(layer1,neuron5): -2.47168165515
(layer0,neuron8)-(layer1,neuron6): 2.47251673766
(layer0,neuron8)-(layer1,neuron7): -0.0936985513105
(layer0,neuron8)-(layer1,neuron8): -1.81581032293
(layer0,neuron8)-(layer1,neuron9): -0.819743894008
(layer0,neuron8)-(layer1,neuron10): -0.0321177279669
(layer0,neuron8)-(layer1,neuron11): 1.79032818375
(layer0,neuron8)-(layer1,neuron12): -0.757451553263
(layer0,neuron8)-(layer1,neuron13): -0.273116074131
(layer0,neuron9)-(layer1,neuron0): -0.327573375909
(layer0,neuron9)-(layer1,neuron1): 0.343251019209
(layer0,neuron9)-(layer1,neuron2): -1.44292175763
(layer0,neuron9)-(layer1,neuron3): 0.594901570526
(layer0,neuron9)-(layer1,neuron4): -0.0226086136282
(layer0,neuron9)-(layer1,neuron5): -0.411765502549
(layer0,neuron9)-(layer1,neuron6): 0.58536708379
(layer0,neuron9)-(layer1,neuron7): 0.92649006174
(layer0,neuron9)-(layer1,neuron8): 0.660760671688
(layer0,neuron9)-(layer1,neuron9): 1.51107557969
(layer0,neuron9)-(layer1,neuron10): 1.51076411082
(layer0,neuron9)-(layer1,neuron11): -2.79373078316
(layer0,neuron9)-(layer1,neuron12): -0.270432347137
(layer0,neuron9)-(layer1,neuron13): 1.58210880147
(layer0,neuron10)-(layer1,neuron0): 1.6320191414
(layer0,neuron10)-(layer1,neuron1): -0.255495391139
(layer0,neuron10)-(layer1,neuron2): -1.19331416858
(layer0,neuron10)-(layer1,neuron3): 0.0980240772179
(layer0,neuron10)-(layer1,neuron4): -1.99725004077
(layer0,neuron10)-(layer1,neuron5): 2.09276529333
(layer0,neuron10)-(layer1,neuron6): -1.03334846649
(layer0,neuron10)-(layer1,neuron7): -1.13711027029
(layer0,neuron10)-(layer1,neuron8): -0.211969942337
(layer0,neuron10)-(layer1,neuron9): 0.516935808968
(layer0,neuron10)-(layer1,neuron10): -0.175838868251
(layer0,neuron10)-(layer1,neuron11): -0.05699981028
(layer0,neuron10)-(layer1,neuron12): 1.76520597125
(layer0,neuron10)-(layer1,neuron13): -0.126306537939
(layer0,neuron11)-(layer1,neuron0): -0.577972407919
(layer0,neuron11)-(layer1,neuron1): 0.682758606181
(layer0,neuron11)-(layer1,neuron2): 1.15835211744
(layer0,neuron11)-(layer1,neuron3): 0.615186395529
(layer0,neuron11)-(layer1,neuron4): 1.1408357003
(layer0,neuron11)-(layer1,neuron5): -3.03634253397
(layer0,neuron11)-(layer1,neuron6): 2.76743232944
(layer0,neuron11)-(layer1,neuron7): 1.63621478021
(layer0,neuron11)-(layer1,neuron8): 0.22672613642
(layer0,neuron11)-(layer1,neuron9): 1.3712772364
(layer0,neuron11)-(layer1,neuron10): 1.77417283206
(layer0,neuron11)-(layer1,neuron11): -0.463908001566
(layer0,neuron11)-(layer1,neuron12): -0.342586173567
(layer0,neuron11)-(layer1,neuron13): 0.810987145723
(layer0,neuron12)-(layer1,neuron0): -0.947443556346
(layer0,neuron12)-(layer1,neuron1): -0.358036172725
(layer0,neuron12)-(layer1,neuron2): 1.49049291749
(layer0,neuron12)-(layer1,neuron3): -0.194784223578
(layer0,neuron12)-(layer1,neuron4): -0.0465803816699
(layer0,neuron12)-(layer1,neuron5): 0.317367287186
(layer0,neuron12)-(layer1,neuron6): 3.42288236815
(layer0,neuron12)-(layer1,neuron7): -1.12012435976
(layer0,neuron12)-(layer1,neuron8): 0.142947189315
(layer0,neuron12)-(layer1,neuron9): 0.713597278087
(layer0,neuron12)-(layer1,neuron10): 0.258823691455
(layer0,neuron12)-(layer1,neuron11): -1.0046972486
(layer0,neuron12)-(layer1,neuron12): -1.74942589689
(layer0,neuron12)-(layer1,neuron13): 1.43211463911
(layer0,neuron13)-(layer1,neuron0): 1.78129812106
(layer0,neuron13)-(layer1,neuron1): -1.1582155366
(layer0,neuron13)-(layer1,neuron2): -0.421040263621
(layer0,neuron13)-(layer1,neuron3): 1.35468727884
(layer0,neuron13)-(layer1,neuron4): 0.265845362107
(layer0,neuron13)-(layer1,neuron5): 5.04423372118
(layer0,neuron13)-(layer1,neuron6): -4.87099678619
(layer0,neuron13)-(layer1,neuron7): 11.6011970383
(layer0,neuron13)-(layer1,neuron8): 0.091040661963
(layer0,neuron13)-(layer1,neuron9): -0.106295494486
(layer0,neuron13)-(layer1,neuron10): -2.7486094716
(layer0,neuron13)-(layer1,neuron11): -0.531609830274
(layer0,neuron13)-(layer1,neuron12): -0.407834511872
(layer0,neuron13)-(layer1,neuron13): -0.712473258052
(layer1,neuron0)-(layer2,neuron0): -2.92804404749
(layer1,neuron0)-(layer2,neuron1): -0.236374310405
(layer1,neuron0)-(layer2,neuron2): -0.364761490844
(layer1,neuron0)-(layer2,neuron3): -1.8324695152
(layer1,neuron0)-(layer2,neuron4): -0.971777502869
(layer1,neuron0)-(layer2,neuron5): -1.18709402913
(layer1,neuron0)-(layer2,neuron6): -0.422081930395
(layer1,neuron0)-(layer2,neuron7): -2.50997481144
(layer1,neuron0)-(layer2,neuron8): 0.433513878538
(layer1,neuron0)-(layer2,neuron9): -0.324337094175
(layer1,neuron0)-(layer2,neuron10): -0.960974258318
(layer1,neuron0)-(layer2,neuron11): -0.203722988611
(layer1,neuron0)-(layer2,neuron12): -0.145391549356
(layer1,neuron1)-(layer2,neuron0): 1.10807089991
(layer1,neuron1)-(layer2,neuron1): 0.349802880097
(layer1,neuron1)-(layer2,neuron2): -0.148672797138
(layer1,neuron1)-(layer2,neuron3): -2.4413397695
(layer1,neuron1)-(layer2,neuron4): -0.907828011558
(layer1,neuron1)-(layer2,neuron5): 1.50654360684
(layer1,neuron1)-(layer2,neuron6): 1.42885861477
(layer1,neuron1)-(layer2,neuron7): 0.764031904171
(layer1,neuron1)-(layer2,neuron8): 0.0928838830542
(layer1,neuron1)-(layer2,neuron9): 1.96787666356
(layer1,neuron1)-(layer2,neuron10): -1.59311869467
(layer1,neuron1)-(layer2,neuron11): -1.31335704749
(layer1,neuron1)-(layer2,neuron12): -0.221584952043
(layer1,neuron2)-(layer2,neuron0): -1.48681852196
(layer1,neuron2)-(layer2,neuron1): 0.859065877732
(layer1,neuron2)-(layer2,neuron2): 1.66389226572
(layer1,neuron2)-(layer2,neuron3): -1.18801582167
(layer1,neuron2)-(layer2,neuron4): 0.787199747352
(layer1,neuron2)-(layer2,neuron5): -0.158941500454
(layer1,neuron2)-(layer2,neuron6): -1.71502894465
(layer1,neuron2)-(layer2,neuron7): -1.13453702215
(layer1,neuron2)-(layer2,neuron8): 0.936996845322
(layer1,neuron2)-(layer2,neuron9): -0.085313702077
(layer1,neuron2)-(layer2,neuron10): 0.920664769899
(layer1,neuron2)-(layer2,neuron11): -1.18623322197
(layer1,neuron2)-(layer2,neuron12): 1.70700768813
(layer1,neuron3)-(layer2,neuron0): -1.36337746167
(layer1,neuron3)-(layer2,neuron1): 0.441917681239
(layer1,neuron3)-(layer2,neuron2): 0.0608031574266
(layer1,neuron3)-(layer2,neuron3): -2.7088341872
(layer1,neuron3)-(layer2,neuron4): -1.26203010729
(layer1,neuron3)-(layer2,neuron5): -2.17684359849
(layer1,neuron3)-(layer2,neuron6): 0.135226612327
(layer1,neuron3)-(layer2,neuron7): -1.86911105129
(layer1,neuron3)-(layer2,neuron8): -1.73772573128
(layer1,neuron3)-(layer2,neuron9): -1.7558540395
(layer1,neuron3)-(layer2,neuron10): 0.474476674696
(layer1,neuron3)-(layer2,neuron11): -1.01473839828
(layer1,neuron3)-(layer2,neuron12): -1.81386045577
(layer1,neuron4)-(layer2,neuron0): 0.884083573727
(layer1,neuron4)-(layer2,neuron1): -1.55023334964
(layer1,neuron4)-(layer2,neuron2): -0.586016390189
(layer1,neuron4)-(layer2,neuron3): 0.206946574149
(layer1,neuron4)-(layer2,neuron4): 0.144253097167
(layer1,neuron4)-(layer2,neuron5): 1.51753833424
(layer1,neuron4)-(layer2,neuron6): 1.21447880704
(layer1,neuron4)-(layer2,neuron7): -1.21096793983
(layer1,neuron4)-(layer2,neuron8): -2.04080720204
(layer1,neuron4)-(layer2,neuron9): -2.20130432985
(layer1,neuron4)-(layer2,neuron10): -1.44450451513
(layer1,neuron4)-(layer2,neuron11): -2.00773683025
(layer1,neuron4)-(layer2,neuron12): -0.661200071632
(layer1,neuron5)-(layer2,neuron0): -0.590894639747
(layer1,neuron5)-(layer2,neuron1): 1.00345824018
(layer1,neuron5)-(layer2,neuron2): -0.70815583134
(layer1,neuron5)-(layer2,neuron3): -3.884397201
(layer1,neuron5)-(layer2,neuron4): -0.617614567554
(layer1,neuron5)-(layer2,neuron5): -3.20415474512
(layer1,neuron5)-(layer2,neuron6): 0.685647100218
(layer1,neuron5)-(layer2,neuron7): 0.890831702625
(layer1,neuron5)-(layer2,neuron8): -1.45064375839
(layer1,neuron5)-(layer2,neuron9): -1.45795835007
(layer1,neuron5)-(layer2,neuron10): 1.13465702969
(layer1,neuron5)-(layer2,neuron11): 1.16269234896
(layer1,neuron5)-(layer2,neuron12): -0.319108060717
(layer1,neuron6)-(layer2,neuron0): -1.11287073917
(layer1,neuron6)-(layer2,neuron1): -0.890997686714
(layer1,neuron6)-(layer2,neuron2): 0.790197065373
(layer1,neuron6)-(layer2,neuron3): 3.54890247797
(layer1,neuron6)-(layer2,neuron4): 0.697845273825
(layer1,neuron6)-(layer2,neuron5): -0.905001303445
(layer1,neuron6)-(layer2,neuron6): -0.532660068812
(layer1,neuron6)-(layer2,neuron7): -0.758205592843
(layer1,neuron6)-(layer2,neuron8): -1.82351824056
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