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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:28:17 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: 21776


#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'    [0,0.999911367893]
LRWj                          LRWj                              'F'    [-0.0757067129016,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.0942249298,324.415008545]
MetDelPhi                     MetDelPhi                         'F'    [0.118904195726,3.13655138016]
MetSpec                       MetSpec                           'F'    [15.0046358109,192.753829956]
dPhiLeptons                   dPhiLeptons                       'F'    [0.000216960906982,3.14020013809]
dRLeptons                     dRLeptons                         'F'    [0.401400476694,4.23354482651]
dimass                        dimass                            'F'    [16.0013523102,531.617553711]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 2.37342813496
(layer0,neuron0)-(layer1,neuron1): 3.58993918085
(layer0,neuron0)-(layer1,neuron2): 0.338664205692
(layer0,neuron0)-(layer1,neuron3): 1.58944973195
(layer0,neuron0)-(layer1,neuron4): 0.668360583702
(layer0,neuron0)-(layer1,neuron5): 2.74446200956
(layer0,neuron0)-(layer1,neuron6): 1.64177651342
(layer0,neuron0)-(layer1,neuron7): 0.533826323712
(layer0,neuron0)-(layer1,neuron8): 0.729933862909
(layer0,neuron0)-(layer1,neuron9): 1.28430429627
(layer0,neuron0)-(layer1,neuron10): 0.249260878375
(layer0,neuron0)-(layer1,neuron11): 0.658386129428
(layer0,neuron1)-(layer1,neuron0): 1.45352474478
(layer0,neuron1)-(layer1,neuron1): 0.955612797753
(layer0,neuron1)-(layer1,neuron2): 1.26845267706
(layer0,neuron1)-(layer1,neuron3): -1.54474278034
(layer0,neuron1)-(layer1,neuron4): 0.999522415357
(layer0,neuron1)-(layer1,neuron5): 0.473613229718
(layer0,neuron1)-(layer1,neuron6): -1.05181181086
(layer0,neuron1)-(layer1,neuron7): 1.58832128687
(layer0,neuron1)-(layer1,neuron8): 1.91383606001
(layer0,neuron1)-(layer1,neuron9): 0.491696548463
(layer0,neuron1)-(layer1,neuron10): 0.368673066187
(layer0,neuron1)-(layer1,neuron11): -0.11708958846
(layer0,neuron2)-(layer1,neuron0): 0.142792476672
(layer0,neuron2)-(layer1,neuron1): 1.20816822611
(layer0,neuron2)-(layer1,neuron2): 0.0435613786837
(layer0,neuron2)-(layer1,neuron3): -1.92487236882
(layer0,neuron2)-(layer1,neuron4): 2.57037735145
(layer0,neuron2)-(layer1,neuron5): 0.000181045571687
(layer0,neuron2)-(layer1,neuron6): 0.0728604367475
(layer0,neuron2)-(layer1,neuron7): -0.679800570124
(layer0,neuron2)-(layer1,neuron8): -0.27102415927
(layer0,neuron2)-(layer1,neuron9): -0.794952409622
(layer0,neuron2)-(layer1,neuron10): -0.806341721218
(layer0,neuron2)-(layer1,neuron11): 0.321036613101
(layer0,neuron3)-(layer1,neuron0): 0.63428274842
(layer0,neuron3)-(layer1,neuron1): 0.626717832357
(layer0,neuron3)-(layer1,neuron2): 1.03515176869
(layer0,neuron3)-(layer1,neuron3): 1.524049954
(layer0,neuron3)-(layer1,neuron4): -0.878561356591
(layer0,neuron3)-(layer1,neuron5): -0.249710941056
(layer0,neuron3)-(layer1,neuron6): -0.677749320753
(layer0,neuron3)-(layer1,neuron7): -1.86255513289
(layer0,neuron3)-(layer1,neuron8): -0.800809422515
(layer0,neuron3)-(layer1,neuron9): -1.24658164734
(layer0,neuron3)-(layer1,neuron10): -1.0028841976
(layer0,neuron3)-(layer1,neuron11): 0.433838395214
(layer0,neuron4)-(layer1,neuron0): 0.572030859317
(layer0,neuron4)-(layer1,neuron1): -0.330902666884
(layer0,neuron4)-(layer1,neuron2): 1.61107145599
(layer0,neuron4)-(layer1,neuron3): -1.13374833579
(layer0,neuron4)-(layer1,neuron4): 0.606742894253
(layer0,neuron4)-(layer1,neuron5): -0.825578387733
(layer0,neuron4)-(layer1,neuron6): -0.878062358722
(layer0,neuron4)-(layer1,neuron7): 0.237231393325
(layer0,neuron4)-(layer1,neuron8): -0.251098957236
(layer0,neuron4)-(layer1,neuron9): 0.852132197651
(layer0,neuron4)-(layer1,neuron10): -0.111701965899
(layer0,neuron4)-(layer1,neuron11): -0.480683603109
(layer0,neuron5)-(layer1,neuron0): -0.789209059875
(layer0,neuron5)-(layer1,neuron1): -0.00384461962493
(layer0,neuron5)-(layer1,neuron2): -2.36881688491
(layer0,neuron5)-(layer1,neuron3): 0.845766256585
(layer0,neuron5)-(layer1,neuron4): 0.93325101748
(layer0,neuron5)-(layer1,neuron5): -1.71930820959
(layer0,neuron5)-(layer1,neuron6): 1.27013692722
(layer0,neuron5)-(layer1,neuron7): -0.682692315979
(layer0,neuron5)-(layer1,neuron8): -0.239250233913
(layer0,neuron5)-(layer1,neuron9): 1.17438369832
(layer0,neuron5)-(layer1,neuron10): -0.272908144087
(layer0,neuron5)-(layer1,neuron11): -0.830760058457
(layer0,neuron6)-(layer1,neuron0): -0.403690871407
(layer0,neuron6)-(layer1,neuron1): -0.110025802777
(layer0,neuron6)-(layer1,neuron2): 1.47577470024
(layer0,neuron6)-(layer1,neuron3): -0.649737859328
(layer0,neuron6)-(layer1,neuron4): 0.676288464603
(layer0,neuron6)-(layer1,neuron5): -0.597371169198
(layer0,neuron6)-(layer1,neuron6): -1.56738454381
(layer0,neuron6)-(layer1,neuron7): 1.26937277057
(layer0,neuron6)-(layer1,neuron8): 0.329380779118
(layer0,neuron6)-(layer1,neuron9): 0.697537532352
(layer0,neuron6)-(layer1,neuron10): 2.15369960741
(layer0,neuron6)-(layer1,neuron11): 0.89533170089
(layer0,neuron7)-(layer1,neuron0): -0.0578325950724
(layer0,neuron7)-(layer1,neuron1): 0.53952298739
(layer0,neuron7)-(layer1,neuron2): 1.44512679899
(layer0,neuron7)-(layer1,neuron3): -0.236980033883
(layer0,neuron7)-(layer1,neuron4): 1.14485177351
(layer0,neuron7)-(layer1,neuron5): 0.113295761309
(layer0,neuron7)-(layer1,neuron6): -0.232461483934
(layer0,neuron7)-(layer1,neuron7): -0.920850220473
(layer0,neuron7)-(layer1,neuron8): -0.33050623972
(layer0,neuron7)-(layer1,neuron9): 2.39304332912
(layer0,neuron7)-(layer1,neuron10): -1.17308466606
(layer0,neuron7)-(layer1,neuron11): 2.2917796329
(layer0,neuron8)-(layer1,neuron0): -0.137505838697
(layer0,neuron8)-(layer1,neuron1): 0.445315803708
(layer0,neuron8)-(layer1,neuron2): 2.54338131234
(layer0,neuron8)-(layer1,neuron3): -2.43635367624
(layer0,neuron8)-(layer1,neuron4): 0.0642346059748
(layer0,neuron8)-(layer1,neuron5): 0.571479789302
(layer0,neuron8)-(layer1,neuron6): -0.0762305169309
(layer0,neuron8)-(layer1,neuron7): -0.875696633492
(layer0,neuron8)-(layer1,neuron8): 1.85556656544
(layer0,neuron8)-(layer1,neuron9): 0.357099891657
(layer0,neuron8)-(layer1,neuron10): 0.706528539807
(layer0,neuron8)-(layer1,neuron11): -1.58443149109
(layer0,neuron9)-(layer1,neuron0): 0.0809955553941
(layer0,neuron9)-(layer1,neuron1): -1.41589913331
(layer0,neuron9)-(layer1,neuron2): 1.78725132641
(layer0,neuron9)-(layer1,neuron3): -1.58759114316
(layer0,neuron9)-(layer1,neuron4): -0.345193061026
(layer0,neuron9)-(layer1,neuron5): 0.54072729972
(layer0,neuron9)-(layer1,neuron6): -1.5148701274
(layer0,neuron9)-(layer1,neuron7): 0.633381274725
(layer0,neuron9)-(layer1,neuron8): -1.28797628807
(layer0,neuron9)-(layer1,neuron9): -1.67604811956
(layer0,neuron9)-(layer1,neuron10): -1.19750449798
(layer0,neuron9)-(layer1,neuron11): -0.984659159588
(layer0,neuron10)-(layer1,neuron0): -0.476600181041
(layer0,neuron10)-(layer1,neuron1): 1.88356660745
(layer0,neuron10)-(layer1,neuron2): 1.44650848847
(layer0,neuron10)-(layer1,neuron3): -1.82486303993
(layer0,neuron10)-(layer1,neuron4): 0.709998207621
(layer0,neuron10)-(layer1,neuron5): -1.3794251973
(layer0,neuron10)-(layer1,neuron6): -1.9345598445
(layer0,neuron10)-(layer1,neuron7): 0.774129767116
(layer0,neuron10)-(layer1,neuron8): -0.499314372798
(layer0,neuron10)-(layer1,neuron9): -0.212421198776
(layer0,neuron10)-(layer1,neuron10): -1.29931506923
(layer0,neuron10)-(layer1,neuron11): -1.58849718066
(layer0,neuron11)-(layer1,neuron0): -1.29128858698
(layer0,neuron11)-(layer1,neuron1): -1.49869133412
(layer0,neuron11)-(layer1,neuron2): -0.0639760120994
(layer0,neuron11)-(layer1,neuron3): 1.05464683628
(layer0,neuron11)-(layer1,neuron4): 1.36872590722
(layer0,neuron11)-(layer1,neuron5): 1.17361601767
(layer0,neuron11)-(layer1,neuron6): -0.967745962644
(layer0,neuron11)-(layer1,neuron7): -1.31384768687
(layer0,neuron11)-(layer1,neuron8): 2.52225548023
(layer0,neuron11)-(layer1,neuron9): -2.35357757019
(layer0,neuron11)-(layer1,neuron10): 0.299878667986
(layer0,neuron11)-(layer1,neuron11): -0.503252511647
(layer1,neuron0)-(layer2,neuron0): -1.51623806757
(layer1,neuron0)-(layer2,neuron1): 0.1848279507
(layer1,neuron0)-(layer2,neuron2): -0.739662578297
(layer1,neuron0)-(layer2,neuron3): -0.991772198084
(layer1,neuron0)-(layer2,neuron4): -2.08776246137
(layer1,neuron0)-(layer2,neuron5): 1.17493660851
(layer1,neuron0)-(layer2,neuron6): 1.62607131695
(layer1,neuron0)-(layer2,neuron7): 1.28733009875
(layer1,neuron0)-(layer2,neuron8): 1.5937440125
(layer1,neuron0)-(layer2,neuron9): -2.0521244291
(layer1,neuron0)-(layer2,neuron10): 0.0889102917509
(layer1,neuron1)-(layer2,neuron0): 0.982862219434
(layer1,neuron1)-(layer2,neuron1): -1.54618326495
(layer1,neuron1)-(layer2,neuron2): -0.960900002525
(layer1,neuron1)-(layer2,neuron3): -0.0740076871865
(layer1,neuron1)-(layer2,neuron4): 1.16607283982
(layer1,neuron1)-(layer2,neuron5): -2.80222872981
(layer1,neuron1)-(layer2,neuron6): -0.8114217784
(layer1,neuron1)-(layer2,neuron7): -0.189692953877
(layer1,neuron1)-(layer2,neuron8): -1.38785087491
(layer1,neuron1)-(layer2,neuron9): -1.45748358167
(layer1,neuron1)-(layer2,neuron10): 0.120387160318
(layer1,neuron2)-(layer2,neuron0): 0.551990789802
(layer1,neuron2)-(layer2,neuron1): -0.231942956689
(layer1,neuron2)-(layer2,neuron2): -1.66051995911
(layer1,neuron2)-(layer2,neuron3): -0.428763044981
(layer1,neuron2)-(layer2,neuron4): 1.51284765574
(layer1,neuron2)-(layer2,neuron5): -0.41547271708
(layer1,neuron2)-(layer2,neuron6): 0.870408046252
(layer1,neuron2)-(layer2,neuron7): -2.33301081912
(layer1,neuron2)-(layer2,neuron8): 0.359612918729
(layer1,neuron2)-(layer2,neuron9): 0.093483779627
(layer1,neuron2)-(layer2,neuron10): -0.820930786374
(layer1,neuron3)-(layer2,neuron0): -1.34361963783
(layer1,neuron3)-(layer2,neuron1): 0.118480035898
(layer1,neuron3)-(layer2,neuron2): 1.11258806954
(layer1,neuron3)-(layer2,neuron3): -2.01729743802
(layer1,neuron3)-(layer2,neuron4): 0.550166679179
(layer1,neuron3)-(layer2,neuron5): -0.296660049059
(layer1,neuron3)-(layer2,neuron6): 1.17574599914
(layer1,neuron3)-(layer2,neuron7): 0.272622751622
(layer1,neuron3)-(layer2,neuron8): -1.65049179047
(layer1,neuron3)-(layer2,neuron9): -2.02224197183
(layer1,neuron3)-(layer2,neuron10): -0.582732528889
(layer1,neuron4)-(layer2,neuron0): 0.426872327626
(layer1,neuron4)-(layer2,neuron1): 0.0680136032799
(layer1,neuron4)-(layer2,neuron2): 0.533118303957
(layer1,neuron4)-(layer2,neuron3): -1.02162053598
(layer1,neuron4)-(layer2,neuron4): 0.307347708334
(layer1,neuron4)-(layer2,neuron5): 1.97609839795
(layer1,neuron4)-(layer2,neuron6): -1.34626907411
(layer1,neuron4)-(layer2,neuron7): 0.316316296688
(layer1,neuron4)-(layer2,neuron8): 0.708298447934
(layer1,neuron4)-(layer2,neuron9): 0.0962865161584
(layer1,neuron4)-(layer2,neuron10): -0.358155873086
(layer1,neuron5)-(layer2,neuron0): -0.589508269954
(layer1,neuron5)-(layer2,neuron1): -0.0215864733513
(layer1,neuron5)-(layer2,neuron2): -0.629755476313
(layer1,neuron5)-(layer2,neuron3): -0.613060308596
(layer1,neuron5)-(layer2,neuron4): -2.15589983405
(layer1,neuron5)-(layer2,neuron5): -0.827136920616
(layer1,neuron5)-(layer2,neuron6): -0.95180818213
(layer1,neuron5)-(layer2,neuron7): 0.207929726441
(layer1,neuron5)-(layer2,neuron8): -2.12148716908
(layer1,neuron5)-(layer2,neuron9): 1.68060407925
(layer1,neuron5)-(layer2,neuron10): -0.879562272264
(layer1,neuron6)-(layer2,neuron0): -1.03725079963
(layer1,neuron6)-(layer2,neuron1): 0.970352367615
(layer1,neuron6)-(layer2,neuron2): -1.16104399523
(layer1,neuron6)-(layer2,neuron3): -1.96422353013
(layer1,neuron6)-(layer2,neuron4): 0.650940360905
(layer1,neuron6)-(layer2,neuron5): -1.85927423266
(layer1,neuron6)-(layer2,neuron6): 0.437792155921
(layer1,neuron6)-(layer2,neuron7): -2.6632333625
(layer1,neuron6)-(layer2,neuron8): -0.998058638233
(layer1,neuron6)-(layer2,neuron9): 0.77295908326
(layer1,neuron6)-(layer2,neuron10): -3.12178061948
(layer1,neuron7)-(layer2,neuron0): 1.11018236782
(layer1,neuron7)-(layer2,neuron1): 0.15016965582
(layer1,neuron7)-(layer2,neuron2): -1.1199443647
(layer1,neuron7)-(layer2,neuron3): -1.3518148255
(layer1,neuron7)-(layer2,neuron4): -1.36290910771
(layer1,neuron7)-(layer2,neuron5): -0.242251657549
(layer1,neuron7)-(layer2,neuron6): -0.663069217232
(layer1,neuron7)-(layer2,neuron7): -1.81134770946
(layer1,neuron7)-(layer2,neuron8): -0.0671893504545
(layer1,neuron7)-(layer2,neuron9): -1.05285385411
(layer1,neuron7)-(layer2,neuron10): 1.22259755278
(layer1,neuron8)-(layer2,neuron0): -1.65982170511
(layer1,neuron8)-(layer2,neuron1): -0.462625300471
(layer1,neuron8)-(layer2,neuron2): 0.80199120449
(layer1,neuron8)-(layer2,neuron3): 0.732967592931
(layer1,neuron8)-(layer2,neuron4): -1.45953540524
(layer1,neuron8)-(layer2,neuron5): 2.23840952911
(layer1,neuron8)-(layer2,neuron6): -2.31270617057
(layer1,neuron8)-(layer2,neuron7): 0.457452792139
(layer1,neuron8)-(layer2,neuron8): -0.673148254417
(layer1,neuron8)-(layer2,neuron9): -1.85203869473
(layer1,neuron8)-(layer2,neuron10): 0.788119383819
(layer1,neuron9)-(layer2,neuron0): -0.226969155275
(layer1,neuron9)-(layer2,neuron1): 1.21090272563
(layer1,neuron9)-(layer2,neuron2): 1.29586074327
(layer1,neuron9)-(layer2,neuron3): 0.0983214237234
(layer1,neuron9)-(layer2,neuron4): 0.866245236016
(layer1,neuron9)-(layer2,neuron5): -1.43412875531
(layer1,neuron9)-(layer2,neuron6): -1.19677515635
(layer1,neuron9)-(layer2,neuron7): -0.641892810826
(layer1,neuron9)-(layer2,neuron8): -0.534626185404
(layer1,neuron9)-(layer2,neuron9): -1.28944776723
(layer1,neuron9)-(layer2,neuron10): -0.691542083007
(layer1,neuron10)-(layer2,neuron0): 0.729241595352
(layer1,neuron10)-(layer2,neuron1): -0.932794828905
(layer1,neuron10)-(layer2,neuron2): -2.12734274962
(layer1,neuron10)-(layer2,neuron3): 1.45080319534
(layer1,neuron10)-(layer2,neuron4): -1.50713053656
(layer1,neuron10)-(layer2,neuron5): -0.768887032597
(layer1,neuron10)-(layer2,neuron6): -1.35039608495
(layer1,neuron10)-(layer2,neuron7): 0.473874968799
(layer1,neuron10)-(layer2,neuron8): -0.379285826337
(layer1,neuron10)-(layer2,neuron9): -0.576582087023
(layer1,neuron10)-(layer2,neuron10): -0.941092376715
(layer1,neuron11)-(layer2,neuron0): 0.824442863477
(layer1,neuron11)-(layer2,neuron1): -0.649459754462
(layer1,neuron11)-(layer2,neuron2): 0.106005521108
(layer1,neuron11)-(layer2,neuron3): -1.24667287881
(layer1,neuron11)-(layer2,neuron4): -0.805899139712
(layer1,neuron11)-(layer2,neuron5): -2.0017467887
(layer1,neuron11)-(layer2,neuron6): 0.772449704534
(layer1,neuron11)-(layer2,neuron7): 0.884557295467
(layer1,neuron11)-(layer2,neuron8): -0.422005679078
(layer1,neuron11)-(layer2,neuron9): 0.840330760423
(layer1,neuron11)-(layer2,neuron10): 0.494024920312
(layer1,neuron12)-(layer2,neuron0): -0.209767300747
(layer1,neuron12)-(layer2,neuron1): -0.206192068103
(layer1,neuron12)-(layer2,neuron2): -0.662063839276
(layer1,neuron12)-(layer2,neuron3): -0.43661501927
(layer1,neuron12)-(layer2,neuron4): 1.54664746016
(layer1,neuron12)-(layer2,neuron5): 1.67472673085
(layer1,neuron12)-(layer2,neuron6): -2.16136160612
(layer1,neuron12)-(layer2,neuron7): -1.99356020503
(layer1,neuron12)-(layer2,neuron8): 0.0193034860046
(layer1,neuron12)-(layer2,neuron9): -0.149977793234
(layer1,neuron12)-(layer2,neuron10): 0.570472802726
(layer2,neuron0)-(layer3,neuron0): 0.393774631578
(layer2,neuron1)-(layer3,neuron0): -0.192762564582
(layer2,neuron2)-(layer3,neuron0): -1.23847719645
(layer2,neuron3)-(layer3,neuron0): -0.663362130847
(layer2,neuron4)-(layer3,neuron0): 0.107918263496
(layer2,neuron5)-(layer3,neuron0): -0.927010140935
(layer2,neuron6)-(layer3,neuron0): -1.33472750472
(layer2,neuron7)-(layer3,neuron0): -0.78443907777
(layer2,neuron8)-(layer3,neuron0): 0.529613750211
(layer2,neuron9)-(layer3,neuron0): 0.554857120532
(layer2,neuron10)-(layer3,neuron0): -0.682076672947
(layer2,neuron11)-(layer3,neuron0): 1.15788311618