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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:27:01 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/job418
Training events: 23126


#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'    [50.1963043213,950.957641602]
LepAPt                        LepAPt                            'F'    [20.001373291,127.397720337]
LepBPt                        LepBPt                            'F'    [10.0010261536,71.4863357544]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.19181919098,23.3634910583]
MetSpec                       MetSpec                           'F'    [15.0101337433,210.330810547]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.2201824188,513.559753418]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [1.44759953022,434.137237549]
addEt                         addEt                             'F'    [48.2450904846,476.475494385]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.000472510961117,3.14157700539]
dPhiLeptons                   dPhiLeptons                       'F'    [3.32593917847e-05,1.06520390511]
dRLeptons                     dRLeptons                         'F'    [0.200003907084,1.13498270512]
lep1_E                        lep1_E                            'F'    [20.0262546539,208.21144104]
lep2_E                        lep2_E                            'F'    [10.0028533936,105.04108429]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.107499542647
(layer0,neuron0)-(layer1,neuron1): 2.15511816332
(layer0,neuron0)-(layer1,neuron2): 0.993734115141
(layer0,neuron0)-(layer1,neuron3): 1.70050077765
(layer0,neuron0)-(layer1,neuron4): -1.94356642507
(layer0,neuron0)-(layer1,neuron5): -1.45177046944
(layer0,neuron0)-(layer1,neuron6): -0.665819627335
(layer0,neuron0)-(layer1,neuron7): 1.56276468606
(layer0,neuron0)-(layer1,neuron8): -1.2964434461
(layer0,neuron0)-(layer1,neuron9): -1.36750099051
(layer0,neuron0)-(layer1,neuron10): -1.4378653958
(layer0,neuron0)-(layer1,neuron11): -0.336948362612
(layer0,neuron0)-(layer1,neuron12): -1.37356184444
(layer0,neuron0)-(layer1,neuron13): -0.134146566788
(layer0,neuron1)-(layer1,neuron0): -0.483127957082
(layer0,neuron1)-(layer1,neuron1): 1.16116649015
(layer0,neuron1)-(layer1,neuron2): -0.50937787532
(layer0,neuron1)-(layer1,neuron3): 2.27778048847
(layer0,neuron1)-(layer1,neuron4): 2.91658701281
(layer0,neuron1)-(layer1,neuron5): 2.60075411792
(layer0,neuron1)-(layer1,neuron6): -0.693135948299
(layer0,neuron1)-(layer1,neuron7): 0.839422905719
(layer0,neuron1)-(layer1,neuron8): 0.79927128542
(layer0,neuron1)-(layer1,neuron9): 2.70131886334
(layer0,neuron1)-(layer1,neuron10): -1.06863788948
(layer0,neuron1)-(layer1,neuron11): -0.287824561724
(layer0,neuron1)-(layer1,neuron12): 1.25968313734
(layer0,neuron1)-(layer1,neuron13): -2.4304141445
(layer0,neuron2)-(layer1,neuron0): -1.75726703866
(layer0,neuron2)-(layer1,neuron1): 0.653364950461
(layer0,neuron2)-(layer1,neuron2): 0.689637133144
(layer0,neuron2)-(layer1,neuron3): 1.56789894181
(layer0,neuron2)-(layer1,neuron4): 1.57123034266
(layer0,neuron2)-(layer1,neuron5): 1.8546070615
(layer0,neuron2)-(layer1,neuron6): -2.62719092573
(layer0,neuron2)-(layer1,neuron7): 1.74351004918
(layer0,neuron2)-(layer1,neuron8): -1.42867212659
(layer0,neuron2)-(layer1,neuron9): 4.44788161085
(layer0,neuron2)-(layer1,neuron10): -0.869528257984
(layer0,neuron2)-(layer1,neuron11): 0.971920303484
(layer0,neuron2)-(layer1,neuron12): 0.810829711468
(layer0,neuron2)-(layer1,neuron13): -1.93273007709
(layer0,neuron3)-(layer1,neuron0): 1.99401923559
(layer0,neuron3)-(layer1,neuron1): 1.20408259147
(layer0,neuron3)-(layer1,neuron2): -0.609194671988
(layer0,neuron3)-(layer1,neuron3): -1.73011415587
(layer0,neuron3)-(layer1,neuron4): 0.289494731279
(layer0,neuron3)-(layer1,neuron5): -0.253415823298
(layer0,neuron3)-(layer1,neuron6): 1.95572967853
(layer0,neuron3)-(layer1,neuron7): 0.966309499381
(layer0,neuron3)-(layer1,neuron8): 1.59876018178
(layer0,neuron3)-(layer1,neuron9): 0.96678857688
(layer0,neuron3)-(layer1,neuron10): -1.38618448793
(layer0,neuron3)-(layer1,neuron11): 1.17498973716
(layer0,neuron3)-(layer1,neuron12): -1.96040997585
(layer0,neuron3)-(layer1,neuron13): -0.847741879163
(layer0,neuron4)-(layer1,neuron0): -1.13723150377
(layer0,neuron4)-(layer1,neuron1): -1.53934933655
(layer0,neuron4)-(layer1,neuron2): 1.70344789019
(layer0,neuron4)-(layer1,neuron3): 0.935687250122
(layer0,neuron4)-(layer1,neuron4): -0.372852601803
(layer0,neuron4)-(layer1,neuron5): 1.94838026128
(layer0,neuron4)-(layer1,neuron6): -2.19600234266
(layer0,neuron4)-(layer1,neuron7): 3.79938892972
(layer0,neuron4)-(layer1,neuron8): 1.87031128488
(layer0,neuron4)-(layer1,neuron9): 1.52678538866
(layer0,neuron4)-(layer1,neuron10): 0.552568226586
(layer0,neuron4)-(layer1,neuron11): -1.51235242998
(layer0,neuron4)-(layer1,neuron12): 0.863840427389
(layer0,neuron4)-(layer1,neuron13): -3.63875243934
(layer0,neuron5)-(layer1,neuron0): -0.503915522765
(layer0,neuron5)-(layer1,neuron1): -1.18401820907
(layer0,neuron5)-(layer1,neuron2): 0.803613806563
(layer0,neuron5)-(layer1,neuron3): 1.13499382737
(layer0,neuron5)-(layer1,neuron4): 1.76852323647
(layer0,neuron5)-(layer1,neuron5): 0.110836898113
(layer0,neuron5)-(layer1,neuron6): -2.386616334
(layer0,neuron5)-(layer1,neuron7): -1.67980572567
(layer0,neuron5)-(layer1,neuron8): 1.13257262046
(layer0,neuron5)-(layer1,neuron9): 0.747807069517
(layer0,neuron5)-(layer1,neuron10): 2.12004270382
(layer0,neuron5)-(layer1,neuron11): 0.713716963778
(layer0,neuron5)-(layer1,neuron12): 0.924819083427
(layer0,neuron5)-(layer1,neuron13): -0.980137924187
(layer0,neuron6)-(layer1,neuron0): -0.694246515216
(layer0,neuron6)-(layer1,neuron1): -0.0747101919714
(layer0,neuron6)-(layer1,neuron2): 1.28454466393
(layer0,neuron6)-(layer1,neuron3): -0.885544077258
(layer0,neuron6)-(layer1,neuron4): -1.20280803583
(layer0,neuron6)-(layer1,neuron5): -1.53668722417
(layer0,neuron6)-(layer1,neuron6): 0.0736029897577
(layer0,neuron6)-(layer1,neuron7): -0.292824435811
(layer0,neuron6)-(layer1,neuron8): 1.72733931117
(layer0,neuron6)-(layer1,neuron9): -1.98207780778
(layer0,neuron6)-(layer1,neuron10): -0.616924987457
(layer0,neuron6)-(layer1,neuron11): 1.56733395248
(layer0,neuron6)-(layer1,neuron12): -0.966802158874
(layer0,neuron6)-(layer1,neuron13): -1.34311521784
(layer0,neuron7)-(layer1,neuron0): -1.30644814493
(layer0,neuron7)-(layer1,neuron1): 0.48785264099
(layer0,neuron7)-(layer1,neuron2): -1.85447913154
(layer0,neuron7)-(layer1,neuron3): -1.26735697956
(layer0,neuron7)-(layer1,neuron4): 2.48224472676
(layer0,neuron7)-(layer1,neuron5): 3.19160805039
(layer0,neuron7)-(layer1,neuron6): -2.53715025107
(layer0,neuron7)-(layer1,neuron7): 3.48394683013
(layer0,neuron7)-(layer1,neuron8): -0.861118022021
(layer0,neuron7)-(layer1,neuron9): 1.03107768381
(layer0,neuron7)-(layer1,neuron10): 0.244520079367
(layer0,neuron7)-(layer1,neuron11): 0.126583873843
(layer0,neuron7)-(layer1,neuron12): -1.86749494352
(layer0,neuron7)-(layer1,neuron13): -1.63731495503
(layer0,neuron8)-(layer1,neuron0): 0.047870271328
(layer0,neuron8)-(layer1,neuron1): 0.381789638184
(layer0,neuron8)-(layer1,neuron2): -1.35255757348
(layer0,neuron8)-(layer1,neuron3): 2.46909382691
(layer0,neuron8)-(layer1,neuron4): 1.16246746623
(layer0,neuron8)-(layer1,neuron5): -1.14324241451
(layer0,neuron8)-(layer1,neuron6): 1.31145205844
(layer0,neuron8)-(layer1,neuron7): 0.0777988725258
(layer0,neuron8)-(layer1,neuron8): -1.75667207333
(layer0,neuron8)-(layer1,neuron9): -0.0607251347483
(layer0,neuron8)-(layer1,neuron10): -0.244692685838
(layer0,neuron8)-(layer1,neuron11): 3.14198301906
(layer0,neuron8)-(layer1,neuron12): 0.659219640602
(layer0,neuron8)-(layer1,neuron13): -1.13020357476
(layer0,neuron9)-(layer1,neuron0): -0.302915897633
(layer0,neuron9)-(layer1,neuron1): -0.0960425891903
(layer0,neuron9)-(layer1,neuron2): -1.68254619355
(layer0,neuron9)-(layer1,neuron3): 0.144003179243
(layer0,neuron9)-(layer1,neuron4): 1.10770095199
(layer0,neuron9)-(layer1,neuron5): -0.900881707921
(layer0,neuron9)-(layer1,neuron6): -0.264347398838
(layer0,neuron9)-(layer1,neuron7): -0.824267991335
(layer0,neuron9)-(layer1,neuron8): 0.029550958558
(layer0,neuron9)-(layer1,neuron9): 1.35207005122
(layer0,neuron9)-(layer1,neuron10): 2.05368034412
(layer0,neuron9)-(layer1,neuron11): -2.39738717127
(layer0,neuron9)-(layer1,neuron12): 0.408889002673
(layer0,neuron9)-(layer1,neuron13): 0.236095157979
(layer0,neuron10)-(layer1,neuron0): 1.62784162704
(layer0,neuron10)-(layer1,neuron1): -0.157117602701
(layer0,neuron10)-(layer1,neuron2): -1.45737667524
(layer0,neuron10)-(layer1,neuron3): -0.186342724269
(layer0,neuron10)-(layer1,neuron4): -1.55029663952
(layer0,neuron10)-(layer1,neuron5): 1.55095922795
(layer0,neuron10)-(layer1,neuron6): -0.975733602064
(layer0,neuron10)-(layer1,neuron7): -0.731470334214
(layer0,neuron10)-(layer1,neuron8): -0.400758740174
(layer0,neuron10)-(layer1,neuron9): -0.769056543885
(layer0,neuron10)-(layer1,neuron10): -1.11692709214
(layer0,neuron10)-(layer1,neuron11): 0.914623795599
(layer0,neuron10)-(layer1,neuron12): 1.44266694994
(layer0,neuron10)-(layer1,neuron13): -0.285442510351
(layer0,neuron11)-(layer1,neuron0): -0.507438417257
(layer0,neuron11)-(layer1,neuron1): 0.44577936865
(layer0,neuron11)-(layer1,neuron2): 0.916756530296
(layer0,neuron11)-(layer1,neuron3): 0.749343932473
(layer0,neuron11)-(layer1,neuron4): 2.52548292752
(layer0,neuron11)-(layer1,neuron5): -2.10160745691
(layer0,neuron11)-(layer1,neuron6): 3.99828159901
(layer0,neuron11)-(layer1,neuron7): 0.99952335865
(layer0,neuron11)-(layer1,neuron8): 0.50303127652
(layer0,neuron11)-(layer1,neuron9): 0.0753946875279
(layer0,neuron11)-(layer1,neuron10): 1.12566223985
(layer0,neuron11)-(layer1,neuron11): -0.12286211781
(layer0,neuron11)-(layer1,neuron12): -0.536035595013
(layer0,neuron11)-(layer1,neuron13): 2.58109458107
(layer0,neuron12)-(layer1,neuron0): -0.787823493502
(layer0,neuron12)-(layer1,neuron1): -0.353825716917
(layer0,neuron12)-(layer1,neuron2): 1.69257368175
(layer0,neuron12)-(layer1,neuron3): 0.343766075604
(layer0,neuron12)-(layer1,neuron4): 0.347898308283
(layer0,neuron12)-(layer1,neuron5): 1.29657576152
(layer0,neuron12)-(layer1,neuron6): 1.78370409318
(layer0,neuron12)-(layer1,neuron7): -1.12812109544
(layer0,neuron12)-(layer1,neuron8): 0.639642446072
(layer0,neuron12)-(layer1,neuron9): -0.41744430065
(layer0,neuron12)-(layer1,neuron10): 0.872054271532
(layer0,neuron12)-(layer1,neuron11): -1.01560162165
(layer0,neuron12)-(layer1,neuron12): -1.89828647783
(layer0,neuron12)-(layer1,neuron13): 0.36123029062
(layer0,neuron13)-(layer1,neuron0): 1.56639682219
(layer0,neuron13)-(layer1,neuron1): -1.41749424907
(layer0,neuron13)-(layer1,neuron2): -0.413363529025
(layer0,neuron13)-(layer1,neuron3): 0.325051287438
(layer0,neuron13)-(layer1,neuron4): 3.41226576207
(layer0,neuron13)-(layer1,neuron5): 5.40777966261
(layer0,neuron13)-(layer1,neuron6): -4.77203629646
(layer0,neuron13)-(layer1,neuron7): 5.54460119304
(layer0,neuron13)-(layer1,neuron8): -1.14598091579
(layer0,neuron13)-(layer1,neuron9): 5.65406467481
(layer0,neuron13)-(layer1,neuron10): 1.56444102631
(layer0,neuron13)-(layer1,neuron11): 0.407106082566
(layer0,neuron13)-(layer1,neuron12): 0.855804298454
(layer0,neuron13)-(layer1,neuron13): -6.1457990054
(layer1,neuron0)-(layer2,neuron0): -1.90137592189
(layer1,neuron0)-(layer2,neuron1): 0.111702227666
(layer1,neuron0)-(layer2,neuron2): 0.359851208451
(layer1,neuron0)-(layer2,neuron3): -1.71516476825
(layer1,neuron0)-(layer2,neuron4): -0.70365328548
(layer1,neuron0)-(layer2,neuron5): -0.881401978472
(layer1,neuron0)-(layer2,neuron6): -0.22162579514
(layer1,neuron0)-(layer2,neuron7): -1.84548347278
(layer1,neuron0)-(layer2,neuron8): 0.603198238012
(layer1,neuron0)-(layer2,neuron9): -0.0248861419561
(layer1,neuron0)-(layer2,neuron10): -1.08186934549
(layer1,neuron0)-(layer2,neuron11): -0.364612713421
(layer1,neuron0)-(layer2,neuron12): -0.18720400498
(layer1,neuron1)-(layer2,neuron0): 1.38635316373
(layer1,neuron1)-(layer2,neuron1): 0.451372314114
(layer1,neuron1)-(layer2,neuron2): -0.188997131181
(layer1,neuron1)-(layer2,neuron3): -2.04517861712
(layer1,neuron1)-(layer2,neuron4): -0.9241401926
(layer1,neuron1)-(layer2,neuron5): 1.62184629963
(layer1,neuron1)-(layer2,neuron6): 1.33706868177
(layer1,neuron1)-(layer2,neuron7): 0.779679304395
(layer1,neuron1)-(layer2,neuron8): 0.0780164639238
(layer1,neuron1)-(layer2,neuron9): 1.93909643375
(layer1,neuron1)-(layer2,neuron10): -1.71432683179
(layer1,neuron1)-(layer2,neuron11): -1.30419279471
(layer1,neuron1)-(layer2,neuron12): -0.256736449739
(layer1,neuron2)-(layer2,neuron0): -1.33266016999
(layer1,neuron2)-(layer2,neuron1): 0.861159063946
(layer1,neuron2)-(layer2,neuron2): 1.6779900198
(layer1,neuron2)-(layer2,neuron3): -1.30949425453
(layer1,neuron2)-(layer2,neuron4): 0.786135200381
(layer1,neuron2)-(layer2,neuron5): -0.156097713627
(layer1,neuron2)-(layer2,neuron6): -1.85455281122
(layer1,neuron2)-(layer2,neuron7): -1.14231629685
(layer1,neuron2)-(layer2,neuron8): 0.876748916635
(layer1,neuron2)-(layer2,neuron9): 0.0332319940607
(layer1,neuron2)-(layer2,neuron10): 0.918911067217
(layer1,neuron2)-(layer2,neuron11): -1.16003449032
(layer1,neuron2)-(layer2,neuron12): 1.53743853354
(layer1,neuron3)-(layer2,neuron0): 0.795003159228
(layer1,neuron3)-(layer2,neuron1): 0.115309742408
(layer1,neuron3)-(layer2,neuron2): -0.166909099211
(layer1,neuron3)-(layer2,neuron3): -1.67778334109
(layer1,neuron3)-(layer2,neuron4): -1.31004452128
(layer1,neuron3)-(layer2,neuron5): -2.19956803362
(layer1,neuron3)-(layer2,neuron6): -0.464930832622
(layer1,neuron3)-(layer2,neuron7): -1.85600889205
(layer1,neuron3)-(layer2,neuron8): -2.45087110315
(layer1,neuron3)-(layer2,neuron9): -1.936070506
(layer1,neuron3)-(layer2,neuron10): 0.12673238018
(layer1,neuron3)-(layer2,neuron11): -1.09801960157
(layer1,neuron3)-(layer2,neuron12): -2.20650201217
(layer1,neuron4)-(layer2,neuron0): 4.50502170599
(layer1,neuron4)-(layer2,neuron1): -1.2037588742
(layer1,neuron4)-(layer2,neuron2): -0.326051119743
(layer1,neuron4)-(layer2,neuron3): -2.13866162586
(layer1,neuron4)-(layer2,neuron4): 0.211225265059
(layer1,neuron4)-(layer2,neuron5): 0.857092187251
(layer1,neuron4)-(layer2,neuron6): 0.735441292048
(layer1,neuron4)-(layer2,neuron7): -0.828642661143
(layer1,neuron4)-(layer2,neuron8): -2.31642086392
(layer1,neuron4)-(layer2,neuron9): -1.70743556718
(layer1,neuron4)-(layer2,neuron10): -1.40253024697
(layer1,neuron4)-(layer2,neuron11): -1.74729659938
(layer1,neuron4)-(layer2,neuron12): -0.538456052126
(layer1,neuron5)-(layer2,neuron0): 3.51673288901
(layer1,neuron5)-(layer2,neuron1): 1.32137045254
(layer1,neuron5)-(layer2,neuron2): -0.738312809105
(layer1,neuron5)-(layer2,neuron3): 0.343082683441
(layer1,neuron5)-(layer2,neuron4): -0.53279615807
(layer1,neuron5)-(layer2,neuron5): -3.04043050702
(layer1,neuron5)-(layer2,neuron6): 0.738856868597
(layer1,neuron5)-(layer2,neuron7): 1.26649083279
(layer1,neuron5)-(layer2,neuron8): -1.29691149824
(layer1,neuron5)-(layer2,neuron9): -1.47975494886
(layer1,neuron5)-(layer2,neuron10): 0.486538766196
(layer1,neuron5)-(layer2,neuron11): 1.21018625175
(layer1,neuron5)-(layer2,neuron12): -0.496535314441
(layer1,neuron6)-(layer2,neuron0): -3.68760368848
(layer1,neuron6)-(layer2,neuron1): -0.676057847885
(layer1,neuron6)-(layer2,neuron2): 1.57532348095
(layer1,neuron6)-(layer2,neuron3): 1.5472968461
(layer1,neuron6)-(layer2,neuron4): 0.980227192217
(layer1,neuron6)-(layer2,neuron5): -1.08242402828
(layer1,neuron6)-(layer2,neuron6): 0.0494600055045
(layer1,neuron6)-(layer2,neuron7): -0.3983673468
(layer1,neuron6)-(layer2,neuron8): -2.02515031208
(layer1,neuron6)-(layer2,neuron9): -1.46867912379
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