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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:28:56 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: 22190


#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'    [0,0.999952673912]
LRWj                          LRWj                              'F'    [-0.0757067129016,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.1351919174,274.802154541]
MetDelPhi                     MetDelPhi                         'F'    [0.143834546208,3.13630962372]
MetSpec                       MetSpec                           'F'    [15.0015153885,188.142364502]
dPhiLeptons                   dPhiLeptons                       'F'    [7.39097595215e-05,3.14087033272]
dRLeptons                     dRLeptons                         'F'    [0.401803344488,4.43655967712]
dimass                        dimass                            'F'    [16.0089683533,573.807128906]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.36552388207
(layer0,neuron0)-(layer1,neuron1): 1.69674168524
(layer0,neuron0)-(layer1,neuron2): 0.574523376342
(layer0,neuron0)-(layer1,neuron3): 1.75842256181
(layer0,neuron0)-(layer1,neuron4): 0.340262230979
(layer0,neuron0)-(layer1,neuron5): 1.90168818386
(layer0,neuron0)-(layer1,neuron6): 1.52921832876
(layer0,neuron0)-(layer1,neuron7): -0.421399993972
(layer0,neuron0)-(layer1,neuron8): 0.537760799261
(layer0,neuron0)-(layer1,neuron9): 1.44905843446
(layer0,neuron0)-(layer1,neuron10): 1.09605170742
(layer0,neuron0)-(layer1,neuron11): 0.0780494267384
(layer0,neuron1)-(layer1,neuron0): 1.34151155715
(layer0,neuron1)-(layer1,neuron1): 0.797179326039
(layer0,neuron1)-(layer1,neuron2): 0.960358150129
(layer0,neuron1)-(layer1,neuron3): -1.79789989476
(layer0,neuron1)-(layer1,neuron4): 1.13118828255
(layer0,neuron1)-(layer1,neuron5): -0.166368454075
(layer0,neuron1)-(layer1,neuron6): -0.998597360632
(layer0,neuron1)-(layer1,neuron7): 1.70647728036
(layer0,neuron1)-(layer1,neuron8): 1.83834184703
(layer0,neuron1)-(layer1,neuron9): 0.230557206714
(layer0,neuron1)-(layer1,neuron10): 0.32893348323
(layer0,neuron1)-(layer1,neuron11): -0.312993104801
(layer0,neuron2)-(layer1,neuron0): 0.138874981912
(layer0,neuron2)-(layer1,neuron1): 0.383123162624
(layer0,neuron2)-(layer1,neuron2): 0.40432597877
(layer0,neuron2)-(layer1,neuron3): -1.84881921229
(layer0,neuron2)-(layer1,neuron4): 1.87478591339
(layer0,neuron2)-(layer1,neuron5): -0.0321805134881
(layer0,neuron2)-(layer1,neuron6): -0.173751544029
(layer0,neuron2)-(layer1,neuron7): -0.231104006763
(layer0,neuron2)-(layer1,neuron8): -0.496148250576
(layer0,neuron2)-(layer1,neuron9): -0.602898503718
(layer0,neuron2)-(layer1,neuron10): -0.660964431729
(layer0,neuron2)-(layer1,neuron11): 0.930134168062
(layer0,neuron3)-(layer1,neuron0): 0.860048175098
(layer0,neuron3)-(layer1,neuron1): 0.536965391711
(layer0,neuron3)-(layer1,neuron2): 0.812020265523
(layer0,neuron3)-(layer1,neuron3): 1.83202372037
(layer0,neuron3)-(layer1,neuron4): -0.998552632759
(layer0,neuron3)-(layer1,neuron5): -0.170008062753
(layer0,neuron3)-(layer1,neuron6): -0.379479603847
(layer0,neuron3)-(layer1,neuron7): -2.1198322674
(layer0,neuron3)-(layer1,neuron8): -0.892143316679
(layer0,neuron3)-(layer1,neuron9): -1.13969739444
(layer0,neuron3)-(layer1,neuron10): -0.351686402437
(layer0,neuron3)-(layer1,neuron11): 0.43146218082
(layer0,neuron4)-(layer1,neuron0): 0.138772183615
(layer0,neuron4)-(layer1,neuron1): -0.0178651948325
(layer0,neuron4)-(layer1,neuron2): 0.930175127748
(layer0,neuron4)-(layer1,neuron3): -1.04017518118
(layer0,neuron4)-(layer1,neuron4): -0.24854927717
(layer0,neuron4)-(layer1,neuron5): -1.5454366324
(layer0,neuron4)-(layer1,neuron6): -0.801716373179
(layer0,neuron4)-(layer1,neuron7): 0.165240972254
(layer0,neuron4)-(layer1,neuron8): -0.197443849705
(layer0,neuron4)-(layer1,neuron9): 0.43644196472
(layer0,neuron4)-(layer1,neuron10): -0.0321947258042
(layer0,neuron4)-(layer1,neuron11): -0.51419742011
(layer0,neuron5)-(layer1,neuron0): -0.618402654853
(layer0,neuron5)-(layer1,neuron1): -0.313965049059
(layer0,neuron5)-(layer1,neuron2): -2.5309466932
(layer0,neuron5)-(layer1,neuron3): 0.696502532753
(layer0,neuron5)-(layer1,neuron4): 0.710023069531
(layer0,neuron5)-(layer1,neuron5): -1.83881721293
(layer0,neuron5)-(layer1,neuron6): 1.20220708099
(layer0,neuron5)-(layer1,neuron7): -0.582620464653
(layer0,neuron5)-(layer1,neuron8): -0.172734966018
(layer0,neuron5)-(layer1,neuron9): 1.04341364481
(layer0,neuron5)-(layer1,neuron10): 0.17194655209
(layer0,neuron5)-(layer1,neuron11): -0.978900993053
(layer0,neuron6)-(layer1,neuron0): -1.41998577163
(layer0,neuron6)-(layer1,neuron1): -0.865324896142
(layer0,neuron6)-(layer1,neuron2): 1.49049458744
(layer0,neuron6)-(layer1,neuron3): -0.582056536648
(layer0,neuron6)-(layer1,neuron4): 0.00999447841617
(layer0,neuron6)-(layer1,neuron5): -0.35998680859
(layer0,neuron6)-(layer1,neuron6): -1.97764708063
(layer0,neuron6)-(layer1,neuron7): 0.919971308768
(layer0,neuron6)-(layer1,neuron8): 0.712223047463
(layer0,neuron6)-(layer1,neuron9): 0.0546039711004
(layer0,neuron6)-(layer1,neuron10): 2.06638947792
(layer0,neuron6)-(layer1,neuron11): 0.641655852163
(layer0,neuron7)-(layer1,neuron0): -0.321155806938
(layer0,neuron7)-(layer1,neuron1): 0.176322423796
(layer0,neuron7)-(layer1,neuron2): 1.33941984577
(layer0,neuron7)-(layer1,neuron3): -0.379832481
(layer0,neuron7)-(layer1,neuron4): 1.11651118101
(layer0,neuron7)-(layer1,neuron5): 0.0880201627195
(layer0,neuron7)-(layer1,neuron6): 0.0465777921662
(layer0,neuron7)-(layer1,neuron7): -0.80823510304
(layer0,neuron7)-(layer1,neuron8): -0.379403188886
(layer0,neuron7)-(layer1,neuron9): 1.87839296846
(layer0,neuron7)-(layer1,neuron10): -0.656797467955
(layer0,neuron7)-(layer1,neuron11): 2.22409400798
(layer0,neuron8)-(layer1,neuron0): -0.180720710274
(layer0,neuron8)-(layer1,neuron1): 0.131797993715
(layer0,neuron8)-(layer1,neuron2): 2.47891134093
(layer0,neuron8)-(layer1,neuron3): -2.08195701846
(layer0,neuron8)-(layer1,neuron4): 0.302827653097
(layer0,neuron8)-(layer1,neuron5): 0.433480248788
(layer0,neuron8)-(layer1,neuron6): -0.284398050717
(layer0,neuron8)-(layer1,neuron7): -0.234147524779
(layer0,neuron8)-(layer1,neuron8): 2.10391883249
(layer0,neuron8)-(layer1,neuron9): 0.441851800538
(layer0,neuron8)-(layer1,neuron10): -0.160553231941
(layer0,neuron8)-(layer1,neuron11): -1.30970323773
(layer0,neuron9)-(layer1,neuron0): 0.324526752862
(layer0,neuron9)-(layer1,neuron1): -2.46570322976
(layer0,neuron9)-(layer1,neuron2): 2.15582104441
(layer0,neuron9)-(layer1,neuron3): -1.16921072484
(layer0,neuron9)-(layer1,neuron4): 0.51194739973
(layer0,neuron9)-(layer1,neuron5): 0.288408301081
(layer0,neuron9)-(layer1,neuron6): -1.50267898796
(layer0,neuron9)-(layer1,neuron7): 0.72662874905
(layer0,neuron9)-(layer1,neuron8): -0.983841116283
(layer0,neuron9)-(layer1,neuron9): -2.36786964598
(layer0,neuron9)-(layer1,neuron10): -1.48674707614
(layer0,neuron9)-(layer1,neuron11): -0.213231803941
(layer0,neuron10)-(layer1,neuron0): -0.267096577874
(layer0,neuron10)-(layer1,neuron1): 1.69170440674
(layer0,neuron10)-(layer1,neuron2): 1.1182261912
(layer0,neuron10)-(layer1,neuron3): -1.83482498592
(layer0,neuron10)-(layer1,neuron4): 0.418076236795
(layer0,neuron10)-(layer1,neuron5): -1.87822126021
(layer0,neuron10)-(layer1,neuron6): -1.84051367827
(layer0,neuron10)-(layer1,neuron7): 0.849040468226
(layer0,neuron10)-(layer1,neuron8): -0.407534480884
(layer0,neuron10)-(layer1,neuron9): -0.250307503014
(layer0,neuron10)-(layer1,neuron10): -1.27168982644
(layer0,neuron10)-(layer1,neuron11): -1.30294960689
(layer0,neuron11)-(layer1,neuron0): -1.34525557968
(layer0,neuron11)-(layer1,neuron1): -1.2961616115
(layer0,neuron11)-(layer1,neuron2): 0.0131080733369
(layer0,neuron11)-(layer1,neuron3): 1.12257273806
(layer0,neuron11)-(layer1,neuron4): 1.71793663196
(layer0,neuron11)-(layer1,neuron5): 1.60764601892
(layer0,neuron11)-(layer1,neuron6): -0.869352492261
(layer0,neuron11)-(layer1,neuron7): -1.44811057245
(layer0,neuron11)-(layer1,neuron8): 2.00173352201
(layer0,neuron11)-(layer1,neuron9): -2.44564475465
(layer0,neuron11)-(layer1,neuron10): 0.0281534915388
(layer0,neuron11)-(layer1,neuron11): -0.348513226009
(layer1,neuron0)-(layer2,neuron0): -1.48568389191
(layer1,neuron0)-(layer2,neuron1): 0.0865544745502
(layer1,neuron0)-(layer2,neuron2): -0.877474644087
(layer1,neuron0)-(layer2,neuron3): -0.898426729879
(layer1,neuron0)-(layer2,neuron4): -1.95564877366
(layer1,neuron0)-(layer2,neuron5): 0.783427709347
(layer1,neuron0)-(layer2,neuron6): 1.86858333599
(layer1,neuron0)-(layer2,neuron7): 1.35587653358
(layer1,neuron0)-(layer2,neuron8): 1.53430383102
(layer1,neuron0)-(layer2,neuron9): -1.96812477942
(layer1,neuron0)-(layer2,neuron10): -0.265968664825
(layer1,neuron1)-(layer2,neuron0): 0.851693195064
(layer1,neuron1)-(layer2,neuron1): -1.56421591381
(layer1,neuron1)-(layer2,neuron2): -0.899739814142
(layer1,neuron1)-(layer2,neuron3): -0.0766905274442
(layer1,neuron1)-(layer2,neuron4): 1.26653893575
(layer1,neuron1)-(layer2,neuron5): -2.47447551864
(layer1,neuron1)-(layer2,neuron6): -0.712217185837
(layer1,neuron1)-(layer2,neuron7): -0.212985876699
(layer1,neuron1)-(layer2,neuron8): -1.38574963444
(layer1,neuron1)-(layer2,neuron9): -1.24954209963
(layer1,neuron1)-(layer2,neuron10): 0.0120689399095
(layer1,neuron2)-(layer2,neuron0): 0.511833531591
(layer1,neuron2)-(layer2,neuron1): -0.3371188907
(layer1,neuron2)-(layer2,neuron2): -1.1355073335
(layer1,neuron2)-(layer2,neuron3): -0.235659888112
(layer1,neuron2)-(layer2,neuron4): 1.6810851468
(layer1,neuron2)-(layer2,neuron5): -0.685131612588
(layer1,neuron2)-(layer2,neuron6): 0.989522139998
(layer1,neuron2)-(layer2,neuron7): -2.11464913975
(layer1,neuron2)-(layer2,neuron8): 0.327625018769
(layer1,neuron2)-(layer2,neuron9): -0.209525451176
(layer1,neuron2)-(layer2,neuron10): -0.256493758072
(layer1,neuron3)-(layer2,neuron0): -1.32462517054
(layer1,neuron3)-(layer2,neuron1): 0.0105184998116
(layer1,neuron3)-(layer2,neuron2): 1.10550640173
(layer1,neuron3)-(layer2,neuron3): -2.07452287861
(layer1,neuron3)-(layer2,neuron4): 0.636392753924
(layer1,neuron3)-(layer2,neuron5): -0.137937602301
(layer1,neuron3)-(layer2,neuron6): 1.29024911636
(layer1,neuron3)-(layer2,neuron7): 0.314031688987
(layer1,neuron3)-(layer2,neuron8): -1.82582336868
(layer1,neuron3)-(layer2,neuron9): -2.065366188
(layer1,neuron3)-(layer2,neuron10): -0.302286695851
(layer1,neuron4)-(layer2,neuron0): 0.360799606172
(layer1,neuron4)-(layer2,neuron1): -0.249007203735
(layer1,neuron4)-(layer2,neuron2): 0.170929509802
(layer1,neuron4)-(layer2,neuron3): -0.975306072262
(layer1,neuron4)-(layer2,neuron4): 0.211230684066
(layer1,neuron4)-(layer2,neuron5): 0.989426941448
(layer1,neuron4)-(layer2,neuron6): -0.948160032953
(layer1,neuron4)-(layer2,neuron7): 0.134684055243
(layer1,neuron4)-(layer2,neuron8): 1.05091553995
(layer1,neuron4)-(layer2,neuron9): 0.648993793989
(layer1,neuron4)-(layer2,neuron10): -0.494979060374
(layer1,neuron5)-(layer2,neuron0): -0.613657304186
(layer1,neuron5)-(layer2,neuron1): -0.120771371342
(layer1,neuron5)-(layer2,neuron2): -0.383623548692
(layer1,neuron5)-(layer2,neuron3): -0.671492344978
(layer1,neuron5)-(layer2,neuron4): -2.06859581625
(layer1,neuron5)-(layer2,neuron5): -0.839262100707
(layer1,neuron5)-(layer2,neuron6): -0.745149115612
(layer1,neuron5)-(layer2,neuron7): 0.348424187907
(layer1,neuron5)-(layer2,neuron8): -1.9510633788
(layer1,neuron5)-(layer2,neuron9): 1.44053062847
(layer1,neuron5)-(layer2,neuron10): -0.747329329705
(layer1,neuron6)-(layer2,neuron0): -1.2571954944
(layer1,neuron6)-(layer2,neuron1): 1.00447433856
(layer1,neuron6)-(layer2,neuron2): -1.24489786967
(layer1,neuron6)-(layer2,neuron3): -1.8825947425
(layer1,neuron6)-(layer2,neuron4): 0.985556911799
(layer1,neuron6)-(layer2,neuron5): -1.58866248231
(layer1,neuron6)-(layer2,neuron6): 0.441907421941
(layer1,neuron6)-(layer2,neuron7): -2.48224768822
(layer1,neuron6)-(layer2,neuron8): -0.974776358435
(layer1,neuron6)-(layer2,neuron9): 0.726437930425
(layer1,neuron6)-(layer2,neuron10): -3.27134664001
(layer1,neuron7)-(layer2,neuron0): 1.02710179212
(layer1,neuron7)-(layer2,neuron1): 0.185376051039
(layer1,neuron7)-(layer2,neuron2): -0.979337059137
(layer1,neuron7)-(layer2,neuron3): -1.28645262772
(layer1,neuron7)-(layer2,neuron4): -1.12363161021
(layer1,neuron7)-(layer2,neuron5): -0.611439671727
(layer1,neuron7)-(layer2,neuron6): -0.637483014412
(layer1,neuron7)-(layer2,neuron7): -1.88384273826
(layer1,neuron7)-(layer2,neuron8): 0.0549023605342
(layer1,neuron7)-(layer2,neuron9): -1.22245632386
(layer1,neuron7)-(layer2,neuron10): 1.07744539175
(layer1,neuron8)-(layer2,neuron0): -1.59037795152
(layer1,neuron8)-(layer2,neuron1): -0.512840531678
(layer1,neuron8)-(layer2,neuron2): 0.886872356665
(layer1,neuron8)-(layer2,neuron3): 0.758036086016
(layer1,neuron8)-(layer2,neuron4): -1.31927003465
(layer1,neuron8)-(layer2,neuron5): 1.85319627392
(layer1,neuron8)-(layer2,neuron6): -2.37532792756
(layer1,neuron8)-(layer2,neuron7): 0.32223896068
(layer1,neuron8)-(layer2,neuron8): -0.526957596928
(layer1,neuron8)-(layer2,neuron9): -1.95243451649
(layer1,neuron8)-(layer2,neuron10): 0.928884873891
(layer1,neuron9)-(layer2,neuron0): -0.425378642136
(layer1,neuron9)-(layer2,neuron1): 1.20448784102
(layer1,neuron9)-(layer2,neuron2): 1.24984503156
(layer1,neuron9)-(layer2,neuron3): 0.0786405047939
(layer1,neuron9)-(layer2,neuron4): 1.01586778422
(layer1,neuron9)-(layer2,neuron5): -1.28728503974
(layer1,neuron9)-(layer2,neuron6): -1.27757732971
(layer1,neuron9)-(layer2,neuron7): -0.815975065634
(layer1,neuron9)-(layer2,neuron8): -0.562986186317
(layer1,neuron9)-(layer2,neuron9): -1.24612244441
(layer1,neuron9)-(layer2,neuron10): -0.910625292797
(layer1,neuron10)-(layer2,neuron0): 0.90585176555
(layer1,neuron10)-(layer2,neuron1): -0.852211692603
(layer1,neuron10)-(layer2,neuron2): -2.04891225387
(layer1,neuron10)-(layer2,neuron3): 1.26918858506
(layer1,neuron10)-(layer2,neuron4): -1.2289339491
(layer1,neuron10)-(layer2,neuron5): -0.702831998746
(layer1,neuron10)-(layer2,neuron6): -1.30774254146
(layer1,neuron10)-(layer2,neuron7): 0.353463195244
(layer1,neuron10)-(layer2,neuron8): -0.58701552646
(layer1,neuron10)-(layer2,neuron9): -0.813047989016
(layer1,neuron10)-(layer2,neuron10): -0.971124875775
(layer1,neuron11)-(layer2,neuron0): 0.754543255432
(layer1,neuron11)-(layer2,neuron1): -0.585133462206
(layer1,neuron11)-(layer2,neuron2): 0.0410131032183
(layer1,neuron11)-(layer2,neuron3): -1.27358789155
(layer1,neuron11)-(layer2,neuron4): -0.727638359902
(layer1,neuron11)-(layer2,neuron5): -1.28468235065
(layer1,neuron11)-(layer2,neuron6): 0.85215050063
(layer1,neuron11)-(layer2,neuron7): 0.914264911276
(layer1,neuron11)-(layer2,neuron8): -0.376043585359
(layer1,neuron11)-(layer2,neuron9): 0.656867356127
(layer1,neuron11)-(layer2,neuron10): 0.290470960479
(layer1,neuron12)-(layer2,neuron0): -0.182680106855
(layer1,neuron12)-(layer2,neuron1): -0.264682192087
(layer1,neuron12)-(layer2,neuron2): -0.679372363765
(layer1,neuron12)-(layer2,neuron3): -0.450895416293
(layer1,neuron12)-(layer2,neuron4): 1.643416219
(layer1,neuron12)-(layer2,neuron5): 1.22829044876
(layer1,neuron12)-(layer2,neuron6): -2.05618031619
(layer1,neuron12)-(layer2,neuron7): -2.02590474669
(layer1,neuron12)-(layer2,neuron8): 0.14162916032
(layer1,neuron12)-(layer2,neuron9): -0.317248232563
(layer1,neuron12)-(layer2,neuron10): 0.719446326716
(layer2,neuron0)-(layer3,neuron0): -0.182045731065
(layer2,neuron1)-(layer3,neuron0): -0.0521319959629
(layer2,neuron2)-(layer3,neuron0): -0.938551651985
(layer2,neuron3)-(layer3,neuron0): -0.452732730869
(layer2,neuron4)-(layer3,neuron0): 0.519046062363
(layer2,neuron5)-(layer3,neuron0): -0.975878652601
(layer2,neuron6)-(layer3,neuron0): -1.45935159332
(layer2,neuron7)-(layer3,neuron0): -0.607764386468
(layer2,neuron8)-(layer3,neuron0): 0.801844125873
(layer2,neuron9)-(layer3,neuron0): -0.235771319982
(layer2,neuron10)-(layer3,neuron0): -0.457231031216
(layer2,neuron11)-(layer3,neuron0): 1.05612266754