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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:17:36 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/job406
Training events: 48966


#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'    [49.6229476929,809.992675781]
LepAPt                        LepAPt                            'F'    [20.0012817383,166.771118164]
LepBPt                        LepBPt                            'F'    [10.0008592606,71.5196914673]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.845276415348,15.6614294052]
MetSpec                       MetSpec                           'F'    [15.0038528442,236.562576294]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1877574921,477.770996094]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [3.10723280907,327.821258545]
addEt                         addEt                             'F'    [48.5138130188,408.254943848]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0498042888939,3.14158654213]
dPhiLeptons                   dPhiLeptons                       'F'    [1.71661376953e-05,1.11657130718]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13453125954]
lep1_E                        lep1_E                            'F'    [20.0063362122,232.066116333]
lep2_E                        lep2_E                            'F'    [10.0073814392,118.581718445]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.203177906209
(layer0,neuron0)-(layer1,neuron1): 1.84388501002
(layer0,neuron0)-(layer1,neuron2): 0.322074826319
(layer0,neuron0)-(layer1,neuron3): 1.57699478067
(layer0,neuron0)-(layer1,neuron4): -2.18667498611
(layer0,neuron0)-(layer1,neuron5): -1.34703560283
(layer0,neuron0)-(layer1,neuron6): -0.539742512468
(layer0,neuron0)-(layer1,neuron7): 0.866299196608
(layer0,neuron0)-(layer1,neuron8): -2.11455006364
(layer0,neuron0)-(layer1,neuron9): -0.404475511906
(layer0,neuron0)-(layer1,neuron10): -0.139706888503
(layer0,neuron0)-(layer1,neuron11): -0.428347544932
(layer0,neuron0)-(layer1,neuron12): -1.5194466852
(layer0,neuron0)-(layer1,neuron13): 0.0585856278416
(layer0,neuron1)-(layer1,neuron0): -0.593702376245
(layer0,neuron1)-(layer1,neuron1): 1.08908746224
(layer0,neuron1)-(layer1,neuron2): 0.302282132788
(layer0,neuron1)-(layer1,neuron3): 1.82436435955
(layer0,neuron1)-(layer1,neuron4): -0.0234334370776
(layer0,neuron1)-(layer1,neuron5): 0.349045751792
(layer0,neuron1)-(layer1,neuron6): -3.66642586779
(layer0,neuron1)-(layer1,neuron7): 3.02153971756
(layer0,neuron1)-(layer1,neuron8): 2.5398581983
(layer0,neuron1)-(layer1,neuron9): 0.853098029225
(layer0,neuron1)-(layer1,neuron10): -4.24830584125
(layer0,neuron1)-(layer1,neuron11): 2.12977281813
(layer0,neuron1)-(layer1,neuron12): 1.06917876379
(layer0,neuron1)-(layer1,neuron13): 1.90253527929
(layer0,neuron2)-(layer1,neuron0): -1.90191664069
(layer0,neuron2)-(layer1,neuron1): 0.321516825198
(layer0,neuron2)-(layer1,neuron2): -1.03784878874
(layer0,neuron2)-(layer1,neuron3): 0.747543225218
(layer0,neuron2)-(layer1,neuron4): -0.311131859055
(layer0,neuron2)-(layer1,neuron5): -0.44445716663
(layer0,neuron2)-(layer1,neuron6): -2.27019386366
(layer0,neuron2)-(layer1,neuron7): 4.1054979376
(layer0,neuron2)-(layer1,neuron8): -1.7917942911
(layer0,neuron2)-(layer1,neuron9): 2.33493543489
(layer0,neuron2)-(layer1,neuron10): -3.82052692421
(layer0,neuron2)-(layer1,neuron11): 1.07625529519
(layer0,neuron2)-(layer1,neuron12): 0.888142922914
(layer0,neuron2)-(layer1,neuron13): 3.63891196473
(layer0,neuron3)-(layer1,neuron0): 1.77046230297
(layer0,neuron3)-(layer1,neuron1): 1.38746721718
(layer0,neuron3)-(layer1,neuron2): -1.82066335473
(layer0,neuron3)-(layer1,neuron3): -1.07769586334
(layer0,neuron3)-(layer1,neuron4): 0.930913111947
(layer0,neuron3)-(layer1,neuron5): -0.41794743739
(layer0,neuron3)-(layer1,neuron6): 4.86458225846
(layer0,neuron3)-(layer1,neuron7): 2.11117629221
(layer0,neuron3)-(layer1,neuron8): 2.02483308558
(layer0,neuron3)-(layer1,neuron9): 1.54996731557
(layer0,neuron3)-(layer1,neuron10): -1.32949048234
(layer0,neuron3)-(layer1,neuron11): 1.6294082649
(layer0,neuron3)-(layer1,neuron12): -2.0546832281
(layer0,neuron3)-(layer1,neuron13): -0.0289238619394
(layer0,neuron4)-(layer1,neuron0): -1.34835768176
(layer0,neuron4)-(layer1,neuron1): -1.69935186584
(layer0,neuron4)-(layer1,neuron2): 0.848948558436
(layer0,neuron4)-(layer1,neuron3): 0.900189723961
(layer0,neuron4)-(layer1,neuron4): -1.61857924961
(layer0,neuron4)-(layer1,neuron5): 0.0887573706425
(layer0,neuron4)-(layer1,neuron6): 0.62508990117
(layer0,neuron4)-(layer1,neuron7): 1.66645217013
(layer0,neuron4)-(layer1,neuron8): 1.85307263598
(layer0,neuron4)-(layer1,neuron9): 0.274597132237
(layer0,neuron4)-(layer1,neuron10): -0.265043241185
(layer0,neuron4)-(layer1,neuron11): -0.567857219481
(layer0,neuron4)-(layer1,neuron12): 0.36501397633
(layer0,neuron4)-(layer1,neuron13): -0.439092057255
(layer0,neuron5)-(layer1,neuron0): -0.568000077527
(layer0,neuron5)-(layer1,neuron1): -1.62158402936
(layer0,neuron5)-(layer1,neuron2): 0.37587998115
(layer0,neuron5)-(layer1,neuron3): 0.889754979102
(layer0,neuron5)-(layer1,neuron4): 1.14387852295
(layer0,neuron5)-(layer1,neuron5): -0.129242575918
(layer0,neuron5)-(layer1,neuron6): -2.85796522476
(layer0,neuron5)-(layer1,neuron7): -2.26411084326
(layer0,neuron5)-(layer1,neuron8): 0.207793534918
(layer0,neuron5)-(layer1,neuron9): 1.1382249945
(layer0,neuron5)-(layer1,neuron10): 3.22758339926
(layer0,neuron5)-(layer1,neuron11): 0.544381667582
(layer0,neuron5)-(layer1,neuron12): 0.788331116025
(layer0,neuron5)-(layer1,neuron13): 0.162440435196
(layer0,neuron6)-(layer1,neuron0): -0.834620417309
(layer0,neuron6)-(layer1,neuron1): -0.235768977034
(layer0,neuron6)-(layer1,neuron2): 0.619448399339
(layer0,neuron6)-(layer1,neuron3): -1.26196168339
(layer0,neuron6)-(layer1,neuron4): -1.709458222
(layer0,neuron6)-(layer1,neuron5): -1.6462730643
(layer0,neuron6)-(layer1,neuron6): -0.454636060653
(layer0,neuron6)-(layer1,neuron7): 1.66504220447
(layer0,neuron6)-(layer1,neuron8): 1.77438716105
(layer0,neuron6)-(layer1,neuron9): -1.01079475844
(layer0,neuron6)-(layer1,neuron10): -2.0533161095
(layer0,neuron6)-(layer1,neuron11): 2.0948048212
(layer0,neuron6)-(layer1,neuron12): -1.16198794014
(layer0,neuron6)-(layer1,neuron13): -1.43087603132
(layer0,neuron7)-(layer1,neuron0): -1.50896968859
(layer0,neuron7)-(layer1,neuron1): 0.525281917839
(layer0,neuron7)-(layer1,neuron2): -2.64989170133
(layer0,neuron7)-(layer1,neuron3): -1.67761625683
(layer0,neuron7)-(layer1,neuron4): 0.76669785316
(layer0,neuron7)-(layer1,neuron5): 0.814234126296
(layer0,neuron7)-(layer1,neuron6): -5.12393993276
(layer0,neuron7)-(layer1,neuron7): 8.37094730565
(layer0,neuron7)-(layer1,neuron8): 0.309281558772
(layer0,neuron7)-(layer1,neuron9): -0.185081082241
(layer0,neuron7)-(layer1,neuron10): -3.95169652942
(layer0,neuron7)-(layer1,neuron11): 1.8450212779
(layer0,neuron7)-(layer1,neuron12): -2.08607131196
(layer0,neuron7)-(layer1,neuron13): 3.95551690681
(layer0,neuron8)-(layer1,neuron0): -0.0689272292982
(layer0,neuron8)-(layer1,neuron1): 0.786070654597
(layer0,neuron8)-(layer1,neuron2): -0.62239111891
(layer0,neuron8)-(layer1,neuron3): 2.07212996866
(layer0,neuron8)-(layer1,neuron4): 0.478948152185
(layer0,neuron8)-(layer1,neuron5): -1.84694259828
(layer0,neuron8)-(layer1,neuron6): 4.32076009912
(layer0,neuron8)-(layer1,neuron7): -1.60088765522
(layer0,neuron8)-(layer1,neuron8): 0.00491647050528
(layer0,neuron8)-(layer1,neuron9): -0.468014068921
(layer0,neuron8)-(layer1,neuron10): -0.826421992955
(layer0,neuron8)-(layer1,neuron11): 2.38197326786
(layer0,neuron8)-(layer1,neuron12): 0.56576460753
(layer0,neuron8)-(layer1,neuron13): -0.172884205284
(layer0,neuron9)-(layer1,neuron0): -0.106783851733
(layer0,neuron9)-(layer1,neuron1): 0.396011220424
(layer0,neuron9)-(layer1,neuron2): -2.51360706401
(layer0,neuron9)-(layer1,neuron3): 1.82222630108
(layer0,neuron9)-(layer1,neuron4): -0.219536892061
(layer0,neuron9)-(layer1,neuron5): -2.38667832449
(layer0,neuron9)-(layer1,neuron6): 1.6488188121
(layer0,neuron9)-(layer1,neuron7): -0.284023625208
(layer0,neuron9)-(layer1,neuron8): 1.31818452379
(layer0,neuron9)-(layer1,neuron9): 1.30443765128
(layer0,neuron9)-(layer1,neuron10): 1.14871460925
(layer0,neuron9)-(layer1,neuron11): -1.85010036624
(layer0,neuron9)-(layer1,neuron12): -0.1175178088
(layer0,neuron9)-(layer1,neuron13): 2.93296305659
(layer0,neuron10)-(layer1,neuron0): 1.85538720963
(layer0,neuron10)-(layer1,neuron1): 0.396951202625
(layer0,neuron10)-(layer1,neuron2): -1.82411235231
(layer0,neuron10)-(layer1,neuron3): 0.946049110734
(layer0,neuron10)-(layer1,neuron4): -1.93292557085
(layer0,neuron10)-(layer1,neuron5): 1.31596740912
(layer0,neuron10)-(layer1,neuron6): -0.674481115669
(layer0,neuron10)-(layer1,neuron7): -0.0819309201858
(layer0,neuron10)-(layer1,neuron8): -0.0666575396771
(layer0,neuron10)-(layer1,neuron9): 0.28153019257
(layer0,neuron10)-(layer1,neuron10): -1.13126649691
(layer0,neuron10)-(layer1,neuron11): 1.67475056288
(layer0,neuron10)-(layer1,neuron12): 1.43302036394
(layer0,neuron10)-(layer1,neuron13): -1.36918877982
(layer0,neuron11)-(layer1,neuron0): -0.596806321936
(layer0,neuron11)-(layer1,neuron1): 0.141837953317
(layer0,neuron11)-(layer1,neuron2): 2.87009346201
(layer0,neuron11)-(layer1,neuron3): -0.442537985494
(layer0,neuron11)-(layer1,neuron4): 0.402230606465
(layer0,neuron11)-(layer1,neuron5): -1.84308359838
(layer0,neuron11)-(layer1,neuron6): 4.11586824432
(layer0,neuron11)-(layer1,neuron7): 0.443712075114
(layer0,neuron11)-(layer1,neuron8): -0.240371874695
(layer0,neuron11)-(layer1,neuron9): 1.37436511634
(layer0,neuron11)-(layer1,neuron10): -0.115484811609
(layer0,neuron11)-(layer1,neuron11): 0.267240998228
(layer0,neuron11)-(layer1,neuron12): -1.00236468362
(layer0,neuron11)-(layer1,neuron13): -0.997547796046
(layer0,neuron12)-(layer1,neuron0): -0.877921060471
(layer0,neuron12)-(layer1,neuron1): -0.915364235296
(layer0,neuron12)-(layer1,neuron2): 2.0248242662
(layer0,neuron12)-(layer1,neuron3): 0.00352997717781
(layer0,neuron12)-(layer1,neuron4): -0.588647400198
(layer0,neuron12)-(layer1,neuron5): 1.59056769309
(layer0,neuron12)-(layer1,neuron6): 1.61894932779
(layer0,neuron12)-(layer1,neuron7): -1.03645387358
(layer0,neuron12)-(layer1,neuron8): 0.17840469755
(layer0,neuron12)-(layer1,neuron9): 0.670593822629
(layer0,neuron12)-(layer1,neuron10): -0.644892111503
(layer0,neuron12)-(layer1,neuron11): -0.444050609221
(layer0,neuron12)-(layer1,neuron12): -1.71407018359
(layer0,neuron12)-(layer1,neuron13): -0.858268050598
(layer0,neuron13)-(layer1,neuron0): 1.58278406793
(layer0,neuron13)-(layer1,neuron1): -1.08892802635
(layer0,neuron13)-(layer1,neuron2): -0.208209482981
(layer0,neuron13)-(layer1,neuron3): -0.290835887455
(layer0,neuron13)-(layer1,neuron4): 0.918243757375
(layer0,neuron13)-(layer1,neuron5): 0.871963861462
(layer0,neuron13)-(layer1,neuron6): -8.89235250629
(layer0,neuron13)-(layer1,neuron7): 13.4777226148
(layer0,neuron13)-(layer1,neuron8): 1.30715143514
(layer0,neuron13)-(layer1,neuron9): 0.246662971461
(layer0,neuron13)-(layer1,neuron10): -6.73904888105
(layer0,neuron13)-(layer1,neuron11): 2.10382366973
(layer0,neuron13)-(layer1,neuron12): 0.823779411722
(layer0,neuron13)-(layer1,neuron13): 3.90824320684
(layer1,neuron0)-(layer2,neuron0): -2.86164179283
(layer1,neuron0)-(layer2,neuron1): -0.49135253098
(layer1,neuron0)-(layer2,neuron2): -0.187609170582
(layer1,neuron0)-(layer2,neuron3): -1.79830499279
(layer1,neuron0)-(layer2,neuron4): -0.412772557494
(layer1,neuron0)-(layer2,neuron5): -0.810433279824
(layer1,neuron0)-(layer2,neuron6): -0.552991184988
(layer1,neuron0)-(layer2,neuron7): -1.99469360297
(layer1,neuron0)-(layer2,neuron8): 0.865862311897
(layer1,neuron0)-(layer2,neuron9): 0.178962275466
(layer1,neuron0)-(layer2,neuron10): -1.48836300557
(layer1,neuron0)-(layer2,neuron11): -0.243319668452
(layer1,neuron0)-(layer2,neuron12): 0.087338772157
(layer1,neuron1)-(layer2,neuron0): 1.13065806639
(layer1,neuron1)-(layer2,neuron1): -0.656392006585
(layer1,neuron1)-(layer2,neuron2): 0.0450039682132
(layer1,neuron1)-(layer2,neuron3): -2.26559854682
(layer1,neuron1)-(layer2,neuron4): -0.780848113023
(layer1,neuron1)-(layer2,neuron5): 2.00053574538
(layer1,neuron1)-(layer2,neuron6): 1.31991458711
(layer1,neuron1)-(layer2,neuron7): 0.763781677745
(layer1,neuron1)-(layer2,neuron8): 0.254632985999
(layer1,neuron1)-(layer2,neuron9): 1.9525102027
(layer1,neuron1)-(layer2,neuron10): -1.57923119588
(layer1,neuron1)-(layer2,neuron11): -1.30510284383
(layer1,neuron1)-(layer2,neuron12): -0.247945152089
(layer1,neuron2)-(layer2,neuron0): -1.71936694473
(layer1,neuron2)-(layer2,neuron1): 2.15136761311
(layer1,neuron2)-(layer2,neuron2): 2.11824829474
(layer1,neuron2)-(layer2,neuron3): -0.858611914297
(layer1,neuron2)-(layer2,neuron4): 0.177627233687
(layer1,neuron2)-(layer2,neuron5): 0.354034479082
(layer1,neuron2)-(layer2,neuron6): -1.90240087669
(layer1,neuron2)-(layer2,neuron7): -1.4833676825
(layer1,neuron2)-(layer2,neuron8): 0.903916853829
(layer1,neuron2)-(layer2,neuron9): -0.131222004176
(layer1,neuron2)-(layer2,neuron10): 0.856278535003
(layer1,neuron2)-(layer2,neuron11): -1.15478565151
(layer1,neuron2)-(layer2,neuron12): 1.82491626481
(layer1,neuron3)-(layer2,neuron0): -1.69377522594
(layer1,neuron3)-(layer2,neuron1): -0.797925945786
(layer1,neuron3)-(layer2,neuron2): 0.0661056007267
(layer1,neuron3)-(layer2,neuron3): -2.09811368899
(layer1,neuron3)-(layer2,neuron4): -1.55453163809
(layer1,neuron3)-(layer2,neuron5): -1.47038622712
(layer1,neuron3)-(layer2,neuron6): -0.361798340307
(layer1,neuron3)-(layer2,neuron7): -1.86224781359
(layer1,neuron3)-(layer2,neuron8): -1.53944423308
(layer1,neuron3)-(layer2,neuron9): -1.75049883624
(layer1,neuron3)-(layer2,neuron10): 0.492542235153
(layer1,neuron3)-(layer2,neuron11): -1.00002668826
(layer1,neuron3)-(layer2,neuron12): -1.76735588955
(layer1,neuron4)-(layer2,neuron0): 0.5325597208
(layer1,neuron4)-(layer2,neuron1): -1.9651955963
(layer1,neuron4)-(layer2,neuron2): -0.684183803558
(layer1,neuron4)-(layer2,neuron3): -1.15150460205
(layer1,neuron4)-(layer2,neuron4): 0.521119002143
(layer1,neuron4)-(layer2,neuron5): 0.976218787269
(layer1,neuron4)-(layer2,neuron6): 0.72733143432
(layer1,neuron4)-(layer2,neuron7): -0.928944574795
(layer1,neuron4)-(layer2,neuron8): -2.12407233902
(layer1,neuron4)-(layer2,neuron9): -1.63948303424
(layer1,neuron4)-(layer2,neuron10): -1.6986970072
(layer1,neuron4)-(layer2,neuron11): -1.76477460583
(layer1,neuron4)-(layer2,neuron12): -1.19582530918
(layer1,neuron5)-(layer2,neuron0): -0.555001889307
(layer1,neuron5)-(layer2,neuron1): 0.632707362512
(layer1,neuron5)-(layer2,neuron2): -1.42056701509
(layer1,neuron5)-(layer2,neuron3): -0.341800557265
(layer1,neuron5)-(layer2,neuron4): -0.193752238623
(layer1,neuron5)-(layer2,neuron5): -2.78094543681
(layer1,neuron5)-(layer2,neuron6): 0.646847501072
(layer1,neuron5)-(layer2,neuron7): 1.11081357971
(layer1,neuron5)-(layer2,neuron8): -1.46594365851
(layer1,neuron5)-(layer2,neuron9): -1.53175820472
(layer1,neuron5)-(layer2,neuron10): 0.0203058334798
(layer1,neuron5)-(layer2,neuron11): 1.11474958645
(layer1,neuron5)-(layer2,neuron12): -1.14420384698
(layer1,neuron6)-(layer2,neuron0): -1.08008152089
(layer1,neuron6)-(layer2,neuron1): 4.20611377342
(layer1,neuron6)-(layer2,neuron2): -0.771424760727
(layer1,neuron6)-(layer2,neuron3): 2.90427556042
(layer1,neuron6)-(layer2,neuron4): 1.22998491494
(layer1,neuron6)-(layer2,neuron5): -1.75219937769
(layer1,neuron6)-(layer2,neuron6): -0.502723448475
(layer1,neuron6)-(layer2,neuron7): -0.188030063018
(layer1,neuron6)-(layer2,neuron8): -2.05441786527
(layer1,neuron6)-(layer2,neuron9): -1.08571930714
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(layer1,neuron6)-(layer2,neuron11): -1.60041964062
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