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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:29:38 2008
Host           : Linux patlx3.fnal.gov 2.4.21-37.ELsmp #1 SMP Wed Sep 28 12:13:44 CDT 2005 i686 i686 i386 GNU/Linux
Dir            : /data/cdf04/thompson/hww_1fb/hwwcdf6.1.4v3_43/Hww/TMVAAna
Training events: 22656


#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]
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 11
LRHWW                         LRHWW                             'F'    [0,1]
LRWW                          LRWW                              'F'    [0,1.001734972]
LRWg                          LRWg                              'F'    [0,0.99988079071]
LRWj                          LRWj                              'F'    [-0.00544115481898,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.1351919174,265.280822754]
MetDelPhi                     MetDelPhi                         'F'    [0.13507989049,3.12887883186]
MetSpec                       MetSpec                           'F'    [15.0015153885,196.811447144]
dPhiLeptons                   dPhiLeptons                       'F'    [8.4400177002e-05,3.14152622223]
dRLeptons                     dRLeptons                         'F'    [0.400388747454,4.41000127792]
dimass                        dimass                            'F'    [16.045343399,573.807128906]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.65462752054
(layer0,neuron0)-(layer1,neuron1): 1.50055596496
(layer0,neuron0)-(layer1,neuron2): -0.0810207776859
(layer0,neuron0)-(layer1,neuron3): 2.59363860051
(layer0,neuron0)-(layer1,neuron4): 0.581397525299
(layer0,neuron0)-(layer1,neuron5): 1.62425893313
(layer0,neuron0)-(layer1,neuron6): 1.74154795227
(layer0,neuron0)-(layer1,neuron7): 0.0436196802855
(layer0,neuron0)-(layer1,neuron8): 0.867860098483
(layer0,neuron0)-(layer1,neuron9): 1.33543230051
(layer0,neuron0)-(layer1,neuron10): 0.328785895204
(layer0,neuron0)-(layer1,neuron11): 0.200620747807
(layer0,neuron1)-(layer1,neuron0): 1.43478695469
(layer0,neuron1)-(layer1,neuron1): 0.84515366462
(layer0,neuron1)-(layer1,neuron2): 0.570911520618
(layer0,neuron1)-(layer1,neuron3): -1.12228133725
(layer0,neuron1)-(layer1,neuron4): 1.67976912831
(layer0,neuron1)-(layer1,neuron5): 0.0240340344385
(layer0,neuron1)-(layer1,neuron6): -1.77398711687
(layer0,neuron1)-(layer1,neuron7): 2.16128266223
(layer0,neuron1)-(layer1,neuron8): 0.798337005715
(layer0,neuron1)-(layer1,neuron9): 0.418178826547
(layer0,neuron1)-(layer1,neuron10): 0.524981814349
(layer0,neuron1)-(layer1,neuron11): 0.231921711609
(layer0,neuron2)-(layer1,neuron0): 0.351128756329
(layer0,neuron2)-(layer1,neuron1): 0.196545377799
(layer0,neuron2)-(layer1,neuron2): 0.787189615494
(layer0,neuron2)-(layer1,neuron3): -1.45871252303
(layer0,neuron2)-(layer1,neuron4): 1.8069291459
(layer0,neuron2)-(layer1,neuron5): 0.154472445954
(layer0,neuron2)-(layer1,neuron6): -0.426421331477
(layer0,neuron2)-(layer1,neuron7): -0.759197746015
(layer0,neuron2)-(layer1,neuron8): -0.119043416841
(layer0,neuron2)-(layer1,neuron9): -0.953165591446
(layer0,neuron2)-(layer1,neuron10): 0.0558922614204
(layer0,neuron2)-(layer1,neuron11): 1.43721575155
(layer0,neuron3)-(layer1,neuron0): 0.656579930184
(layer0,neuron3)-(layer1,neuron1): 0.826267133589
(layer0,neuron3)-(layer1,neuron2): 0.794871983214
(layer0,neuron3)-(layer1,neuron3): 1.79673751697
(layer0,neuron3)-(layer1,neuron4): -1.19357858572
(layer0,neuron3)-(layer1,neuron5): -0.454667626642
(layer0,neuron3)-(layer1,neuron6): -1.27006104027
(layer0,neuron3)-(layer1,neuron7): -1.45686656457
(layer0,neuron3)-(layer1,neuron8): -0.739301191904
(layer0,neuron3)-(layer1,neuron9): -1.05068631035
(layer0,neuron3)-(layer1,neuron10): -0.129553254009
(layer0,neuron3)-(layer1,neuron11): 0.697701678188
(layer0,neuron4)-(layer1,neuron0): 0.890116897354
(layer0,neuron4)-(layer1,neuron1): 0.493565092014
(layer0,neuron4)-(layer1,neuron2): 0.893340602337
(layer0,neuron4)-(layer1,neuron3): -1.50822947415
(layer0,neuron4)-(layer1,neuron4): -0.62675168633
(layer0,neuron4)-(layer1,neuron5): -1.42509499489
(layer0,neuron4)-(layer1,neuron6): -0.768795751489
(layer0,neuron4)-(layer1,neuron7): -0.382037790546
(layer0,neuron4)-(layer1,neuron8): -0.225721642388
(layer0,neuron4)-(layer1,neuron9): 1.19520484464
(layer0,neuron4)-(layer1,neuron10): -0.775843967564
(layer0,neuron4)-(layer1,neuron11): 0.129935056585
(layer0,neuron5)-(layer1,neuron0): -0.697534388476
(layer0,neuron5)-(layer1,neuron1): -0.594695158276
(layer0,neuron5)-(layer1,neuron2): -2.31792832745
(layer0,neuron5)-(layer1,neuron3): 0.782655186925
(layer0,neuron5)-(layer1,neuron4): 1.63086334082
(layer0,neuron5)-(layer1,neuron5): -1.828665816
(layer0,neuron5)-(layer1,neuron6): 1.58636414502
(layer0,neuron5)-(layer1,neuron7): -0.708797902306
(layer0,neuron5)-(layer1,neuron8): -0.26061149069
(layer0,neuron5)-(layer1,neuron9): -0.0111169929716
(layer0,neuron5)-(layer1,neuron10): -0.850430390515
(layer0,neuron5)-(layer1,neuron11): -0.86144598942
(layer0,neuron6)-(layer1,neuron0): -1.3832052693
(layer0,neuron6)-(layer1,neuron1): -0.320088701064
(layer0,neuron6)-(layer1,neuron2): 2.12878023212
(layer0,neuron6)-(layer1,neuron3): -0.593480736397
(layer0,neuron6)-(layer1,neuron4): -0.913579507146
(layer0,neuron6)-(layer1,neuron5): -0.270908137494
(layer0,neuron6)-(layer1,neuron6): -1.83542867646
(layer0,neuron6)-(layer1,neuron7): 2.0805097399
(layer0,neuron6)-(layer1,neuron8): 0.40389112798
(layer0,neuron6)-(layer1,neuron9): 0.282011582461
(layer0,neuron6)-(layer1,neuron10): 1.49703328546
(layer0,neuron6)-(layer1,neuron11): 0.167663196614
(layer0,neuron7)-(layer1,neuron0): -0.219398581342
(layer0,neuron7)-(layer1,neuron1): 0.403294463394
(layer0,neuron7)-(layer1,neuron2): 1.56824088403
(layer0,neuron7)-(layer1,neuron3): -0.45524441167
(layer0,neuron7)-(layer1,neuron4): 1.89815014484
(layer0,neuron7)-(layer1,neuron5): 0.0730995945161
(layer0,neuron7)-(layer1,neuron6): 1.03273814517
(layer0,neuron7)-(layer1,neuron7): -0.55469289019
(layer0,neuron7)-(layer1,neuron8): -0.314033708254
(layer0,neuron7)-(layer1,neuron9): 0.887219315693
(layer0,neuron7)-(layer1,neuron10): -2.23092832156
(layer0,neuron7)-(layer1,neuron11): 2.19894476934
(layer0,neuron8)-(layer1,neuron0): 0.119103718319
(layer0,neuron8)-(layer1,neuron1): -0.392418652072
(layer0,neuron8)-(layer1,neuron2): 2.29570167714
(layer0,neuron8)-(layer1,neuron3): -2.25780954773
(layer0,neuron8)-(layer1,neuron4): 0.26430914752
(layer0,neuron8)-(layer1,neuron5): 0.931136360047
(layer0,neuron8)-(layer1,neuron6): -0.778551711747
(layer0,neuron8)-(layer1,neuron7): -1.1116702207
(layer0,neuron8)-(layer1,neuron8): 2.1463754799
(layer0,neuron8)-(layer1,neuron9): -0.00875640049431
(layer0,neuron8)-(layer1,neuron10): 0.665016826874
(layer0,neuron8)-(layer1,neuron11): -1.46466365999
(layer0,neuron9)-(layer1,neuron0): 0.0920142672899
(layer0,neuron9)-(layer1,neuron1): -1.71787193626
(layer0,neuron9)-(layer1,neuron2): 1.24863877442
(layer0,neuron9)-(layer1,neuron3): -1.21824619153
(layer0,neuron9)-(layer1,neuron4): -0.0783194214465
(layer0,neuron9)-(layer1,neuron5): 0.727941188404
(layer0,neuron9)-(layer1,neuron6): -1.0948276767
(layer0,neuron9)-(layer1,neuron7): 0.705154383867
(layer0,neuron9)-(layer1,neuron8): -1.1303954161
(layer0,neuron9)-(layer1,neuron9): -2.02329622797
(layer0,neuron9)-(layer1,neuron10): -1.33599065167
(layer0,neuron9)-(layer1,neuron11): 0.0713123369813
(layer0,neuron10)-(layer1,neuron0): -1.43416261663
(layer0,neuron10)-(layer1,neuron1): 1.9653944678
(layer0,neuron10)-(layer1,neuron2): 1.19626365259
(layer0,neuron10)-(layer1,neuron3): -1.47369551735
(layer0,neuron10)-(layer1,neuron4): 1.18087323059
(layer0,neuron10)-(layer1,neuron5): -1.90353554523
(layer0,neuron10)-(layer1,neuron6): -1.30837995499
(layer0,neuron10)-(layer1,neuron7): 0.531155326589
(layer0,neuron10)-(layer1,neuron8): -0.6525496403
(layer0,neuron10)-(layer1,neuron9): -0.480276540669
(layer0,neuron10)-(layer1,neuron10): -0.925574111208
(layer0,neuron10)-(layer1,neuron11): -1.45795093761
(layer0,neuron11)-(layer1,neuron0): -1.20440678253
(layer0,neuron11)-(layer1,neuron1): -0.439719466839
(layer0,neuron11)-(layer1,neuron2): -0.272220858141
(layer0,neuron11)-(layer1,neuron3): 0.374081025837
(layer0,neuron11)-(layer1,neuron4): 0.815866563775
(layer0,neuron11)-(layer1,neuron5): 1.92954796368
(layer0,neuron11)-(layer1,neuron6): 0.36415671047
(layer0,neuron11)-(layer1,neuron7): -1.2674112947
(layer0,neuron11)-(layer1,neuron8): 2.09859250066
(layer0,neuron11)-(layer1,neuron9): -1.75476793887
(layer0,neuron11)-(layer1,neuron10): 0.202952757069
(layer0,neuron11)-(layer1,neuron11): -0.936168776789
(layer1,neuron0)-(layer2,neuron0): -1.55294198726
(layer1,neuron0)-(layer2,neuron1): -0.163857429268
(layer1,neuron0)-(layer2,neuron2): -0.720842184461
(layer1,neuron0)-(layer2,neuron3): -0.860428486566
(layer1,neuron0)-(layer2,neuron4): -2.04742398253
(layer1,neuron0)-(layer2,neuron5): -1.40703592494
(layer1,neuron0)-(layer2,neuron6): 2.20872334896
(layer1,neuron0)-(layer2,neuron7): 1.55854461428
(layer1,neuron0)-(layer2,neuron8): 1.52921770004
(layer1,neuron0)-(layer2,neuron9): -2.20504735636
(layer1,neuron0)-(layer2,neuron10): -0.677441572191
(layer1,neuron1)-(layer2,neuron0): 0.882624614699
(layer1,neuron1)-(layer2,neuron1): -1.74224690723
(layer1,neuron1)-(layer2,neuron2): -0.818124942357
(layer1,neuron1)-(layer2,neuron3): -0.0869894864573
(layer1,neuron1)-(layer2,neuron4): 2.1630457845
(layer1,neuron1)-(layer2,neuron5): -2.13194912076
(layer1,neuron1)-(layer2,neuron6): -0.378021146799
(layer1,neuron1)-(layer2,neuron7): 0.0619272479462
(layer1,neuron1)-(layer2,neuron8): -1.43302105757
(layer1,neuron1)-(layer2,neuron9): -1.35556797969
(layer1,neuron1)-(layer2,neuron10): 0.113954687508
(layer1,neuron2)-(layer2,neuron0): 0.53623700561
(layer1,neuron2)-(layer2,neuron1): -0.260618589601
(layer1,neuron2)-(layer2,neuron2): -1.01523954789
(layer1,neuron2)-(layer2,neuron3): -0.135197372318
(layer1,neuron2)-(layer2,neuron4): 1.36495504027
(layer1,neuron2)-(layer2,neuron5): -0.82532588691
(layer1,neuron2)-(layer2,neuron6): 0.829370785258
(layer1,neuron2)-(layer2,neuron7): -1.93444137738
(layer1,neuron2)-(layer2,neuron8): 0.236761252562
(layer1,neuron2)-(layer2,neuron9): -0.385717384931
(layer1,neuron2)-(layer2,neuron10): -0.0905539136707
(layer1,neuron3)-(layer2,neuron0): -1.42589107341
(layer1,neuron3)-(layer2,neuron1): 0.00443374469229
(layer1,neuron3)-(layer2,neuron2): 0.740352963216
(layer1,neuron3)-(layer2,neuron3): -2.30238399921
(layer1,neuron3)-(layer2,neuron4): 1.36256024043
(layer1,neuron3)-(layer2,neuron5): 0.00639137495021
(layer1,neuron3)-(layer2,neuron6): 1.40558137336
(layer1,neuron3)-(layer2,neuron7): 0.123850413862
(layer1,neuron3)-(layer2,neuron8): -1.55116036576
(layer1,neuron3)-(layer2,neuron9): -1.86982912588
(layer1,neuron3)-(layer2,neuron10): -0.701625145477
(layer1,neuron4)-(layer2,neuron0): 0.343764547674
(layer1,neuron4)-(layer2,neuron1): 0.153547153296
(layer1,neuron4)-(layer2,neuron2): 0.384308793809
(layer1,neuron4)-(layer2,neuron3): -1.14713183694
(layer1,neuron4)-(layer2,neuron4): 1.39541236451
(layer1,neuron4)-(layer2,neuron5): 0.893159302994
(layer1,neuron4)-(layer2,neuron6): -1.35713472106
(layer1,neuron4)-(layer2,neuron7): -0.00707763265043
(layer1,neuron4)-(layer2,neuron8): 0.645850442396
(layer1,neuron4)-(layer2,neuron9): 0.797947340308
(layer1,neuron4)-(layer2,neuron10): -1.15202736952
(layer1,neuron5)-(layer2,neuron0): -0.625576089234
(layer1,neuron5)-(layer2,neuron1): -0.214438776397
(layer1,neuron5)-(layer2,neuron2): -0.230940584275
(layer1,neuron5)-(layer2,neuron3): -0.824965416981
(layer1,neuron5)-(layer2,neuron4): -2.34004198998
(layer1,neuron5)-(layer2,neuron5): -1.16086897382
(layer1,neuron5)-(layer2,neuron6): -0.748266445516
(layer1,neuron5)-(layer2,neuron7): 0.284139532237
(layer1,neuron5)-(layer2,neuron8): -2.18167695836
(layer1,neuron5)-(layer2,neuron9): 1.56153646521
(layer1,neuron5)-(layer2,neuron10): -0.619376228348
(layer1,neuron6)-(layer2,neuron0): -1.20735828379
(layer1,neuron6)-(layer2,neuron1): 0.978561334615
(layer1,neuron6)-(layer2,neuron2): -1.07154638614
(layer1,neuron6)-(layer2,neuron3): -1.7744825484
(layer1,neuron6)-(layer2,neuron4): 1.79753602819
(layer1,neuron6)-(layer2,neuron5): -1.7685923958
(layer1,neuron6)-(layer2,neuron6): 1.0020994563
(layer1,neuron6)-(layer2,neuron7): -2.44113430028
(layer1,neuron6)-(layer2,neuron8): -0.901062289385
(layer1,neuron6)-(layer2,neuron9): 0.893172086164
(layer1,neuron6)-(layer2,neuron10): -3.27981372054
(layer1,neuron7)-(layer2,neuron0): 0.893961395589
(layer1,neuron7)-(layer2,neuron1): -0.0693843577311
(layer1,neuron7)-(layer2,neuron2): -0.686677669175
(layer1,neuron7)-(layer2,neuron3): -1.41780571653
(layer1,neuron7)-(layer2,neuron4): -1.5391906727
(layer1,neuron7)-(layer2,neuron5): -1.45025279401
(layer1,neuron7)-(layer2,neuron6): -0.516301227557
(layer1,neuron7)-(layer2,neuron7): -2.04413184498
(layer1,neuron7)-(layer2,neuron8): -0.203234398208
(layer1,neuron7)-(layer2,neuron9): -1.15252492828
(layer1,neuron7)-(layer2,neuron10): 1.11491855546
(layer1,neuron8)-(layer2,neuron0): -1.58209444285
(layer1,neuron8)-(layer2,neuron1): -0.632185358479
(layer1,neuron8)-(layer2,neuron2): 1.16325932499
(layer1,neuron8)-(layer2,neuron3): 0.593008027826
(layer1,neuron8)-(layer2,neuron4): -1.54373978749
(layer1,neuron8)-(layer2,neuron5): 1.53427357395
(layer1,neuron8)-(layer2,neuron6): -1.96274131494
(layer1,neuron8)-(layer2,neuron7): -0.00432818972496
(layer1,neuron8)-(layer2,neuron8): -0.829076652138
(layer1,neuron8)-(layer2,neuron9): -1.77134444126
(layer1,neuron8)-(layer2,neuron10): 1.17826796436
(layer1,neuron9)-(layer2,neuron0): -0.42404709424
(layer1,neuron9)-(layer2,neuron1): 1.07454860981
(layer1,neuron9)-(layer2,neuron2): 1.68194101866
(layer1,neuron9)-(layer2,neuron3): 0.0575505825382
(layer1,neuron9)-(layer2,neuron4): 1.16303544328
(layer1,neuron9)-(layer2,neuron5): -1.17268915624
(layer1,neuron9)-(layer2,neuron6): -1.152971464
(layer1,neuron9)-(layer2,neuron7): -0.615762550297
(layer1,neuron9)-(layer2,neuron8): -0.608279138618
(layer1,neuron9)-(layer2,neuron9): -1.18428181239
(layer1,neuron9)-(layer2,neuron10): -0.19256281403
(layer1,neuron10)-(layer2,neuron0): 0.746970060261
(layer1,neuron10)-(layer2,neuron1): -1.15698457092
(layer1,neuron10)-(layer2,neuron2): -2.28601018603
(layer1,neuron10)-(layer2,neuron3): 1.10759355586
(layer1,neuron10)-(layer2,neuron4): -0.65402337087
(layer1,neuron10)-(layer2,neuron5): -1.10487827594
(layer1,neuron10)-(layer2,neuron6): -1.10961126893
(layer1,neuron10)-(layer2,neuron7): 0.287211933288
(layer1,neuron10)-(layer2,neuron8): -0.358428191359
(layer1,neuron10)-(layer2,neuron9): -0.787553382676
(layer1,neuron10)-(layer2,neuron10): -1.37527792775
(layer1,neuron11)-(layer2,neuron0): 0.672790518515
(layer1,neuron11)-(layer2,neuron1): -0.351141924841
(layer1,neuron11)-(layer2,neuron2): 0.294047588281
(layer1,neuron11)-(layer2,neuron3): -1.35152901397
(layer1,neuron11)-(layer2,neuron4): -1.56230919317
(layer1,neuron11)-(layer2,neuron5): -1.33298278234
(layer1,neuron11)-(layer2,neuron6): 0.852154458294
(layer1,neuron11)-(layer2,neuron7): 0.971005434382
(layer1,neuron11)-(layer2,neuron8): -0.232871905303
(layer1,neuron11)-(layer2,neuron9): 0.924399676833
(layer1,neuron11)-(layer2,neuron10): 0.33461785351
(layer1,neuron12)-(layer2,neuron0): -0.212261832511
(layer1,neuron12)-(layer2,neuron1): -0.352726780861
(layer1,neuron12)-(layer2,neuron2): -0.544618851434
(layer1,neuron12)-(layer2,neuron3): -0.591064756449
(layer1,neuron12)-(layer2,neuron4): 1.40752130053
(layer1,neuron12)-(layer2,neuron5): 0.927887828368
(layer1,neuron12)-(layer2,neuron6): -2.05850109145
(layer1,neuron12)-(layer2,neuron7): -2.18849336963
(layer1,neuron12)-(layer2,neuron8): -0.0759362223673
(layer1,neuron12)-(layer2,neuron9): -0.176251877644
(layer1,neuron12)-(layer2,neuron10): 0.45957754741
(layer2,neuron0)-(layer3,neuron0): 0.00177632635346
(layer2,neuron1)-(layer3,neuron0): -0.389405093587
(layer2,neuron2)-(layer3,neuron0): -1.11851274693
(layer2,neuron3)-(layer3,neuron0): 0.286975170133
(layer2,neuron4)-(layer3,neuron0): 1.25099174065
(layer2,neuron5)-(layer3,neuron0): -1.77578080714
(layer2,neuron6)-(layer3,neuron0): -1.44483413159
(layer2,neuron7)-(layer3,neuron0): 0.405213472771
(layer2,neuron8)-(layer3,neuron0): 0.175004213734
(layer2,neuron9)-(layer3,neuron0): -0.641453868009
(layer2,neuron10)-(layer3,neuron0): -0.762026433162
(layer2,neuron11)-(layer3,neuron0): 0.705939387208