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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:29:09 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: 22164


#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'    [0,1.00408148766]
LRWg                          LRWg                              'F'    [0,0.99993622303]
LRWj                          LRWj                              'F'    [-0.00408143829554,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.0160713196,264.722930908]
MetDelPhi                     MetDelPhi                         'F'    [0.143834546208,3.13655138016]
MetSpec                       MetSpec                           'F'    [15.0028028488,188.142364502]
dPhiLeptons                   dPhiLeptons                       'F'    [3.69548797607e-05,3.14073061943]
dRLeptons                     dRLeptons                         'F'    [0.341997534037,4.52171230316]
dimass                        dimass                            'F'    [16.0177326202,652.247131348]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 0.613211447975
(layer0,neuron0)-(layer1,neuron1): 1.19735516582
(layer0,neuron0)-(layer1,neuron2): -0.284950773418
(layer0,neuron0)-(layer1,neuron3): 2.02144896294
(layer0,neuron0)-(layer1,neuron4): 0.526111480481
(layer0,neuron0)-(layer1,neuron5): 2.06492356266
(layer0,neuron0)-(layer1,neuron6): 2.32350540552
(layer0,neuron0)-(layer1,neuron7): -0.127370742047
(layer0,neuron0)-(layer1,neuron8): 0.53433151355
(layer0,neuron0)-(layer1,neuron9): 1.41205858377
(layer0,neuron0)-(layer1,neuron10): 1.52538981549
(layer0,neuron0)-(layer1,neuron11): 0.493122096238
(layer0,neuron1)-(layer1,neuron0): 1.84974108363
(layer0,neuron1)-(layer1,neuron1): 0.607164692544
(layer0,neuron1)-(layer1,neuron2): 1.11661798695
(layer0,neuron1)-(layer1,neuron3): -1.37991731681
(layer0,neuron1)-(layer1,neuron4): 1.35187033483
(layer0,neuron1)-(layer1,neuron5): 0.0117102772851
(layer0,neuron1)-(layer1,neuron6): -1.8058765558
(layer0,neuron1)-(layer1,neuron7): 1.36216519095
(layer0,neuron1)-(layer1,neuron8): 0.973902826938
(layer0,neuron1)-(layer1,neuron9): 0.849953442059
(layer0,neuron1)-(layer1,neuron10): 0.379670944851
(layer0,neuron1)-(layer1,neuron11): -0.306962033396
(layer0,neuron2)-(layer1,neuron0): 0.399610238744
(layer0,neuron2)-(layer1,neuron1): 0.428430320365
(layer0,neuron2)-(layer1,neuron2): 0.594175248012
(layer0,neuron2)-(layer1,neuron3): -1.73371023773
(layer0,neuron2)-(layer1,neuron4): 1.97215174751
(layer0,neuron2)-(layer1,neuron5): 0.190595028365
(layer0,neuron2)-(layer1,neuron6): -0.716052475019
(layer0,neuron2)-(layer1,neuron7): -0.794407687673
(layer0,neuron2)-(layer1,neuron8): -0.674840147095
(layer0,neuron2)-(layer1,neuron9): -1.31996136903
(layer0,neuron2)-(layer1,neuron10): -0.243628611619
(layer0,neuron2)-(layer1,neuron11): 1.05899523436
(layer0,neuron3)-(layer1,neuron0): 0.753997349618
(layer0,neuron3)-(layer1,neuron1): 0.601533965732
(layer0,neuron3)-(layer1,neuron2): 0.831262810531
(layer0,neuron3)-(layer1,neuron3): 2.11462023255
(layer0,neuron3)-(layer1,neuron4): -1.15030759062
(layer0,neuron3)-(layer1,neuron5): -0.141248278227
(layer0,neuron3)-(layer1,neuron6): -0.39536044633
(layer0,neuron3)-(layer1,neuron7): -1.68291912058
(layer0,neuron3)-(layer1,neuron8): -0.152786568772
(layer0,neuron3)-(layer1,neuron9): -1.21229049959
(layer0,neuron3)-(layer1,neuron10): -0.313415818274
(layer0,neuron3)-(layer1,neuron11): 0.69569833085
(layer0,neuron4)-(layer1,neuron0): 0.628028645647
(layer0,neuron4)-(layer1,neuron1): 0.117681721214
(layer0,neuron4)-(layer1,neuron2): 0.731592232923
(layer0,neuron4)-(layer1,neuron3): -1.54404309253
(layer0,neuron4)-(layer1,neuron4): -0.0715655741093
(layer0,neuron4)-(layer1,neuron5): -1.49351053484
(layer0,neuron4)-(layer1,neuron6): -0.235531936256
(layer0,neuron4)-(layer1,neuron7): 0.283351892191
(layer0,neuron4)-(layer1,neuron8): -0.343548842039
(layer0,neuron4)-(layer1,neuron9): 0.532949446497
(layer0,neuron4)-(layer1,neuron10): -0.530597754187
(layer0,neuron4)-(layer1,neuron11): -0.0640064446847
(layer0,neuron5)-(layer1,neuron0): -0.873592751256
(layer0,neuron5)-(layer1,neuron1): -0.30226088561
(layer0,neuron5)-(layer1,neuron2): -2.06230863141
(layer0,neuron5)-(layer1,neuron3): 0.710933711047
(layer0,neuron5)-(layer1,neuron4): 1.13514159783
(layer0,neuron5)-(layer1,neuron5): -1.89360926359
(layer0,neuron5)-(layer1,neuron6): 1.38575740153
(layer0,neuron5)-(layer1,neuron7): -0.555099531
(layer0,neuron5)-(layer1,neuron8): -0.00241445919794
(layer0,neuron5)-(layer1,neuron9): 1.08065143529
(layer0,neuron5)-(layer1,neuron10): -0.71439898793
(layer0,neuron5)-(layer1,neuron11): -1.19192783025
(layer0,neuron6)-(layer1,neuron0): -1.29568226279
(layer0,neuron6)-(layer1,neuron1): -0.854528030293
(layer0,neuron6)-(layer1,neuron2): 1.47058148877
(layer0,neuron6)-(layer1,neuron3): -0.756176698128
(layer0,neuron6)-(layer1,neuron4): -0.57558175984
(layer0,neuron6)-(layer1,neuron5): -0.180505603449
(layer0,neuron6)-(layer1,neuron6): -1.9593681011
(layer0,neuron6)-(layer1,neuron7): 2.31656661601
(layer0,neuron6)-(layer1,neuron8): -0.484163689346
(layer0,neuron6)-(layer1,neuron9): -0.192101836225
(layer0,neuron6)-(layer1,neuron10): 1.01691857498
(layer0,neuron6)-(layer1,neuron11): 1.10245128175
(layer0,neuron7)-(layer1,neuron0): -0.17782337044
(layer0,neuron7)-(layer1,neuron1): 0.613962660047
(layer0,neuron7)-(layer1,neuron2): 1.79867990303
(layer0,neuron7)-(layer1,neuron3): -0.468492026763
(layer0,neuron7)-(layer1,neuron4): 1.29587451335
(layer0,neuron7)-(layer1,neuron5): -0.0405904865757
(layer0,neuron7)-(layer1,neuron6): 0.77333516275
(layer0,neuron7)-(layer1,neuron7): -0.362793577711
(layer0,neuron7)-(layer1,neuron8): -0.0522299535828
(layer0,neuron7)-(layer1,neuron9): 1.91482587014
(layer0,neuron7)-(layer1,neuron10): -2.11480681209
(layer0,neuron7)-(layer1,neuron11): 2.12232070939
(layer0,neuron8)-(layer1,neuron0): -0.464369613731
(layer0,neuron8)-(layer1,neuron1): -0.829457337265
(layer0,neuron8)-(layer1,neuron2): 2.08334686776
(layer0,neuron8)-(layer1,neuron3): -2.06959679159
(layer0,neuron8)-(layer1,neuron4): 0.638409531586
(layer0,neuron8)-(layer1,neuron5): 0.539673366381
(layer0,neuron8)-(layer1,neuron6): 0.547483744678
(layer0,neuron8)-(layer1,neuron7): -1.51477344897
(layer0,neuron8)-(layer1,neuron8): 2.80012165969
(layer0,neuron8)-(layer1,neuron9): -0.336072113904
(layer0,neuron8)-(layer1,neuron10): 0.582729844289
(layer0,neuron8)-(layer1,neuron11): -0.778775457603
(layer0,neuron9)-(layer1,neuron0): 0.404066275614
(layer0,neuron9)-(layer1,neuron1): -2.9564446769
(layer0,neuron9)-(layer1,neuron2): 1.79850461744
(layer0,neuron9)-(layer1,neuron3): -1.23835233137
(layer0,neuron9)-(layer1,neuron4): 0.585583206721
(layer0,neuron9)-(layer1,neuron5): 0.512605124747
(layer0,neuron9)-(layer1,neuron6): -0.156446608356
(layer0,neuron9)-(layer1,neuron7): 0.0160686568068
(layer0,neuron9)-(layer1,neuron8): -0.476989590764
(layer0,neuron9)-(layer1,neuron9): -2.222916256
(layer0,neuron9)-(layer1,neuron10): -0.893805287868
(layer0,neuron9)-(layer1,neuron11): 0.331305708122
(layer0,neuron10)-(layer1,neuron0): -0.788527307489
(layer0,neuron10)-(layer1,neuron1): 0.697946493982
(layer0,neuron10)-(layer1,neuron2): 1.58765059189
(layer0,neuron10)-(layer1,neuron3): -1.66852208769
(layer0,neuron10)-(layer1,neuron4): 1.1430414447
(layer0,neuron10)-(layer1,neuron5): -1.74402271084
(layer0,neuron10)-(layer1,neuron6): -1.8414916713
(layer0,neuron10)-(layer1,neuron7): 0.183960529225
(layer0,neuron10)-(layer1,neuron8): -0.42702919414
(layer0,neuron10)-(layer1,neuron9): -0.504442466395
(layer0,neuron10)-(layer1,neuron10): -1.19069091699
(layer0,neuron10)-(layer1,neuron11): -1.61554772929
(layer0,neuron11)-(layer1,neuron0): -1.38472974349
(layer0,neuron11)-(layer1,neuron1): -0.142956180264
(layer0,neuron11)-(layer1,neuron2): -0.624830824813
(layer0,neuron11)-(layer1,neuron3): 0.988326596333
(layer0,neuron11)-(layer1,neuron4): 0.884184294171
(layer0,neuron11)-(layer1,neuron5): 1.53384927958
(layer0,neuron11)-(layer1,neuron6): -0.144685889412
(layer0,neuron11)-(layer1,neuron7): -0.917633068959
(layer0,neuron11)-(layer1,neuron8): 2.20816487276
(layer0,neuron11)-(layer1,neuron9): -1.9443983723
(layer0,neuron11)-(layer1,neuron10): 0.0288639992995
(layer0,neuron11)-(layer1,neuron11): -0.279190310801
(layer1,neuron0)-(layer2,neuron0): -1.62065223669
(layer1,neuron0)-(layer2,neuron1): 0.108307387426
(layer1,neuron0)-(layer2,neuron2): -0.88003306264
(layer1,neuron0)-(layer2,neuron3): -0.871390091033
(layer1,neuron0)-(layer2,neuron4): -1.94157387356
(layer1,neuron0)-(layer2,neuron5): 0.850582028676
(layer1,neuron0)-(layer2,neuron6): 1.56463733525
(layer1,neuron0)-(layer2,neuron7): 1.62514442522
(layer1,neuron0)-(layer2,neuron8): 1.66488231002
(layer1,neuron0)-(layer2,neuron9): -2.07229722212
(layer1,neuron0)-(layer2,neuron10): -0.681503815517
(layer1,neuron1)-(layer2,neuron0): 0.819163889576
(layer1,neuron1)-(layer2,neuron1): -1.85601080265
(layer1,neuron1)-(layer2,neuron2): -1.03456235515
(layer1,neuron1)-(layer2,neuron3): -0.053057127327
(layer1,neuron1)-(layer2,neuron4): 1.36953310861
(layer1,neuron1)-(layer2,neuron5): -2.31313582852
(layer1,neuron1)-(layer2,neuron6): -0.792069285656
(layer1,neuron1)-(layer2,neuron7): 0.0405370848171
(layer1,neuron1)-(layer2,neuron8): -1.45005213949
(layer1,neuron1)-(layer2,neuron9): -1.32771772056
(layer1,neuron1)-(layer2,neuron10): -0.649951035142
(layer1,neuron2)-(layer2,neuron0): 0.499181422647
(layer1,neuron2)-(layer2,neuron1): -0.225830161431
(layer1,neuron2)-(layer2,neuron2): -0.868693333705
(layer1,neuron2)-(layer2,neuron3): -0.123281995505
(layer1,neuron2)-(layer2,neuron4): 1.52251699296
(layer1,neuron2)-(layer2,neuron5): -0.269262729417
(layer1,neuron2)-(layer2,neuron6): 0.99094155095
(layer1,neuron2)-(layer2,neuron7): -1.97179099573
(layer1,neuron2)-(layer2,neuron8): 0.559367858804
(layer1,neuron2)-(layer2,neuron9): -0.222616364576
(layer1,neuron2)-(layer2,neuron10): -0.0599358392801
(layer1,neuron3)-(layer2,neuron0): -1.55060332531
(layer1,neuron3)-(layer2,neuron1): 0.0745084788728
(layer1,neuron3)-(layer2,neuron2): 0.753903415234
(layer1,neuron3)-(layer2,neuron3): -2.29208511859
(layer1,neuron3)-(layer2,neuron4): 0.935090780313
(layer1,neuron3)-(layer2,neuron5): 0.0939830108695
(layer1,neuron3)-(layer2,neuron6): 1.01124350689
(layer1,neuron3)-(layer2,neuron7): 0.145202222987
(layer1,neuron3)-(layer2,neuron8): -1.90444405452
(layer1,neuron3)-(layer2,neuron9): -2.12554248971
(layer1,neuron3)-(layer2,neuron10): -0.648603034061
(layer1,neuron4)-(layer2,neuron0): 0.173894824651
(layer1,neuron4)-(layer2,neuron1): 0.0145700454762
(layer1,neuron4)-(layer2,neuron2): 0.159255815821
(layer1,neuron4)-(layer2,neuron3): -0.945216654461
(layer1,neuron4)-(layer2,neuron4): 1.12937661934
(layer1,neuron4)-(layer2,neuron5): 0.796299829881
(layer1,neuron4)-(layer2,neuron6): -1.3461457333
(layer1,neuron4)-(layer2,neuron7): -0.132519281353
(layer1,neuron4)-(layer2,neuron8): 1.13886264828
(layer1,neuron4)-(layer2,neuron9): 0.671752612795
(layer1,neuron4)-(layer2,neuron10): -0.63851812336
(layer1,neuron5)-(layer2,neuron0): -0.793124708376
(layer1,neuron5)-(layer2,neuron1): -0.117602012125
(layer1,neuron5)-(layer2,neuron2): -0.437498681745
(layer1,neuron5)-(layer2,neuron3): -0.790834649239
(layer1,neuron5)-(layer2,neuron4): -2.19172654371
(layer1,neuron5)-(layer2,neuron5): -1.23221361204
(layer1,neuron5)-(layer2,neuron6): -1.01071529898
(layer1,neuron5)-(layer2,neuron7): 0.196007443586
(layer1,neuron5)-(layer2,neuron8): -1.87127472768
(layer1,neuron5)-(layer2,neuron9): 1.49313078997
(layer1,neuron5)-(layer2,neuron10): -1.02337662167
(layer1,neuron6)-(layer2,neuron0): -1.18934805341
(layer1,neuron6)-(layer2,neuron1): 1.00144309024
(layer1,neuron6)-(layer2,neuron2): -1.7549709923
(layer1,neuron6)-(layer2,neuron3): -1.92656173617
(layer1,neuron6)-(layer2,neuron4): 1.06059389012
(layer1,neuron6)-(layer2,neuron5): -0.86772377635
(layer1,neuron6)-(layer2,neuron6): 0.410508682623
(layer1,neuron6)-(layer2,neuron7): -2.50244568356
(layer1,neuron6)-(layer2,neuron8): -1.03421777304
(layer1,neuron6)-(layer2,neuron9): 0.807992471944
(layer1,neuron6)-(layer2,neuron10): -3.05700374118
(layer1,neuron7)-(layer2,neuron0): 0.841363645974
(layer1,neuron7)-(layer2,neuron1): 0.0399899870335
(layer1,neuron7)-(layer2,neuron2): -0.841100780001
(layer1,neuron7)-(layer2,neuron3): -1.30648826219
(layer1,neuron7)-(layer2,neuron4): -1.02037383374
(layer1,neuron7)-(layer2,neuron5): -1.00595648878
(layer1,neuron7)-(layer2,neuron6): -0.733190803096
(layer1,neuron7)-(layer2,neuron7): -2.02323146568
(layer1,neuron7)-(layer2,neuron8): -0.20370990663
(layer1,neuron7)-(layer2,neuron9): -1.12974514224
(layer1,neuron7)-(layer2,neuron10): 0.896938355877
(layer1,neuron8)-(layer2,neuron0): -1.73009442842
(layer1,neuron8)-(layer2,neuron1): -0.529596594821
(layer1,neuron8)-(layer2,neuron2): 1.07419807132
(layer1,neuron8)-(layer2,neuron3): 0.602882287825
(layer1,neuron8)-(layer2,neuron4): -1.09188138168
(layer1,neuron8)-(layer2,neuron5): 1.64986431159
(layer1,neuron8)-(layer2,neuron6): -2.25090058672
(layer1,neuron8)-(layer2,neuron7): 0.130191555635
(layer1,neuron8)-(layer2,neuron8): -0.521951378468
(layer1,neuron8)-(layer2,neuron9): -1.84235685214
(layer1,neuron8)-(layer2,neuron10): 1.39814006527
(layer1,neuron9)-(layer2,neuron0): -0.561376849309
(layer1,neuron9)-(layer2,neuron1): 1.03361404898
(layer1,neuron9)-(layer2,neuron2): 0.983094409753
(layer1,neuron9)-(layer2,neuron3): 0.0523749107754
(layer1,neuron9)-(layer2,neuron4): 1.80553442105
(layer1,neuron9)-(layer2,neuron5): -1.40454340032
(layer1,neuron9)-(layer2,neuron6): -1.23647328525
(layer1,neuron9)-(layer2,neuron7): -0.712377458386
(layer1,neuron9)-(layer2,neuron8): -0.598875320443
(layer1,neuron9)-(layer2,neuron9): -1.2545544589
(layer1,neuron9)-(layer2,neuron10): -0.355292109189
(layer1,neuron10)-(layer2,neuron0): 0.617905878888
(layer1,neuron10)-(layer2,neuron1): -0.980041544151
(layer1,neuron10)-(layer2,neuron2): -2.17093375477
(layer1,neuron10)-(layer2,neuron3): 1.12600440145
(layer1,neuron10)-(layer2,neuron4): -1.02164483718
(layer1,neuron10)-(layer2,neuron5): -1.24015508785
(layer1,neuron10)-(layer2,neuron6): -1.23767055533
(layer1,neuron10)-(layer2,neuron7): 0.193632341496
(layer1,neuron10)-(layer2,neuron8): -0.25050609196
(layer1,neuron10)-(layer2,neuron9): -0.801532846021
(layer1,neuron10)-(layer2,neuron10): -1.54423125671
(layer1,neuron11)-(layer2,neuron0): 0.662484960756
(layer1,neuron11)-(layer2,neuron1): -0.525213886869
(layer1,neuron11)-(layer2,neuron2): 0.231917188393
(layer1,neuron11)-(layer2,neuron3): -1.33991818744
(layer1,neuron11)-(layer2,neuron4): -0.945985499199
(layer1,neuron11)-(layer2,neuron5): -1.45341888866
(layer1,neuron11)-(layer2,neuron6): 0.765292018929
(layer1,neuron11)-(layer2,neuron7): 0.778125173317
(layer1,neuron11)-(layer2,neuron8): -0.390528983882
(layer1,neuron11)-(layer2,neuron9): 0.665645310131
(layer1,neuron11)-(layer2,neuron10): 0.699465166617
(layer1,neuron12)-(layer2,neuron0): -0.31928510616
(layer1,neuron12)-(layer2,neuron1): -0.264560935143
(layer1,neuron12)-(layer2,neuron2): -0.700309173143
(layer1,neuron12)-(layer2,neuron3): -0.591424974588
(layer1,neuron12)-(layer2,neuron4): 1.53472666819
(layer1,neuron12)-(layer2,neuron5): 1.03859033488
(layer1,neuron12)-(layer2,neuron6): -2.28754807758
(layer1,neuron12)-(layer2,neuron7): -2.23412176362
(layer1,neuron12)-(layer2,neuron8): 0.172822374653
(layer1,neuron12)-(layer2,neuron9): -0.24356117758
(layer1,neuron12)-(layer2,neuron10): 0.500217589046
(layer2,neuron0)-(layer3,neuron0): -0.304380597563
(layer2,neuron1)-(layer3,neuron0): -0.186821194347
(layer2,neuron2)-(layer3,neuron0): -0.795371676144
(layer2,neuron3)-(layer3,neuron0): 0.045787210929
(layer2,neuron4)-(layer3,neuron0): 0.62630224174
(layer2,neuron5)-(layer3,neuron0): -1.0109334595
(layer2,neuron6)-(layer3,neuron0): -1.19795363459
(layer2,neuron7)-(layer3,neuron0): -0.295128108144
(layer2,neuron8)-(layer3,neuron0): 0.959445856139
(layer2,neuron9)-(layer3,neuron0): -0.243959132781
(layer2,neuron10)-(layer3,neuron0): -0.881994132837
(layer2,neuron11)-(layer3,neuron0): 0.694185925584