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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:28:19 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: 21736


#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]
LRWg                          LRWg                              'F'    [0,0.999932587147]
LRWj                          LRWj                              'F'    [-0.00544115481898,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.0806331635,275.269592285]
MetDelPhi                     MetDelPhi                         'F'    [0.120642267168,3.12748098373]
MetSpec                       MetSpec                           'F'    [15.0024642944,178.184524536]
dPhiLeptons                   dPhiLeptons                       'F'    [0.00023341178894,3.14049983025]
dRLeptons                     dRLeptons                         'F'    [0.403980851173,4.5256857872]
dimass                        dimass                            'F'    [16.0008029938,557.91784668]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.78587534613
(layer0,neuron0)-(layer1,neuron1): 1.39808145071
(layer0,neuron0)-(layer1,neuron2): -0.513179585912
(layer0,neuron0)-(layer1,neuron3): 1.51208143475
(layer0,neuron0)-(layer1,neuron4): 0.852583705928
(layer0,neuron0)-(layer1,neuron5): 3.58016453718
(layer0,neuron0)-(layer1,neuron6): 1.8680732268
(layer0,neuron0)-(layer1,neuron7): -0.389771790886
(layer0,neuron0)-(layer1,neuron8): 0.898411025312
(layer0,neuron0)-(layer1,neuron9): 1.5261522157
(layer0,neuron0)-(layer1,neuron10): 0.322598798464
(layer0,neuron0)-(layer1,neuron11): 0.127620930661
(layer0,neuron1)-(layer1,neuron0): 1.61856300065
(layer0,neuron1)-(layer1,neuron1): 1.25080041374
(layer0,neuron1)-(layer1,neuron2): 1.14555273476
(layer0,neuron1)-(layer1,neuron3): -2.38685520499
(layer0,neuron1)-(layer1,neuron4): 0.990120560588
(layer0,neuron1)-(layer1,neuron5): 0.0582594506026
(layer0,neuron1)-(layer1,neuron6): -1.67994005256
(layer0,neuron1)-(layer1,neuron7): 1.57777338515
(layer0,neuron1)-(layer1,neuron8): 2.47311490049
(layer0,neuron1)-(layer1,neuron9): 1.26399627704
(layer0,neuron1)-(layer1,neuron10): 0.546402453973
(layer0,neuron1)-(layer1,neuron11): -0.795597747291
(layer0,neuron2)-(layer1,neuron0): 0.560657199996
(layer0,neuron2)-(layer1,neuron1): 0.220959366772
(layer0,neuron2)-(layer1,neuron2): 0.00793419741458
(layer0,neuron2)-(layer1,neuron3): -1.42763407244
(layer0,neuron2)-(layer1,neuron4): 1.90474548273
(layer0,neuron2)-(layer1,neuron5): 0.011094702159
(layer0,neuron2)-(layer1,neuron6): -0.0703674278992
(layer0,neuron2)-(layer1,neuron7): -0.952902179241
(layer0,neuron2)-(layer1,neuron8): -0.281751122976
(layer0,neuron2)-(layer1,neuron9): -0.579020532915
(layer0,neuron2)-(layer1,neuron10): -0.441218660235
(layer0,neuron2)-(layer1,neuron11): 0.726954566976
(layer0,neuron3)-(layer1,neuron0): -0.0781702638273
(layer0,neuron3)-(layer1,neuron1): 0.562114095248
(layer0,neuron3)-(layer1,neuron2): 1.29415904367
(layer0,neuron3)-(layer1,neuron3): 1.40431433543
(layer0,neuron3)-(layer1,neuron4): -0.918257353806
(layer0,neuron3)-(layer1,neuron5): -0.334981201005
(layer0,neuron3)-(layer1,neuron6): -0.726115191598
(layer0,neuron3)-(layer1,neuron7): -1.62451910289
(layer0,neuron3)-(layer1,neuron8): -0.5051287526
(layer0,neuron3)-(layer1,neuron9): -1.28850615212
(layer0,neuron3)-(layer1,neuron10): -0.0900617620202
(layer0,neuron3)-(layer1,neuron11): 0.797913880775
(layer0,neuron4)-(layer1,neuron0): 0.140304025791
(layer0,neuron4)-(layer1,neuron1): 0.0501130209251
(layer0,neuron4)-(layer1,neuron2): 1.34292032114
(layer0,neuron4)-(layer1,neuron3): -1.02455326856
(layer0,neuron4)-(layer1,neuron4): 0.0491787651147
(layer0,neuron4)-(layer1,neuron5): -0.851862601083
(layer0,neuron4)-(layer1,neuron6): -0.583816660592
(layer0,neuron4)-(layer1,neuron7): 0.165750825798
(layer0,neuron4)-(layer1,neuron8): -0.326577672161
(layer0,neuron4)-(layer1,neuron9): 0.56608471696
(layer0,neuron4)-(layer1,neuron10): -0.258322242811
(layer0,neuron4)-(layer1,neuron11): -0.249932215644
(layer0,neuron5)-(layer1,neuron0): -0.919309862679
(layer0,neuron5)-(layer1,neuron1): -0.0073319323571
(layer0,neuron5)-(layer1,neuron2): -1.65992430884
(layer0,neuron5)-(layer1,neuron3): 0.391554090483
(layer0,neuron5)-(layer1,neuron4): 1.02445360376
(layer0,neuron5)-(layer1,neuron5): -1.6925198012
(layer0,neuron5)-(layer1,neuron6): 1.85658327465
(layer0,neuron5)-(layer1,neuron7): -0.535519946229
(layer0,neuron5)-(layer1,neuron8): -0.254714473506
(layer0,neuron5)-(layer1,neuron9): 0.545690135963
(layer0,neuron5)-(layer1,neuron10): 0.384433903534
(layer0,neuron5)-(layer1,neuron11): -1.05937703553
(layer0,neuron6)-(layer1,neuron0): -1.03923798976
(layer0,neuron6)-(layer1,neuron1): -1.1554385127
(layer0,neuron6)-(layer1,neuron2): 1.016090502
(layer0,neuron6)-(layer1,neuron3): -0.832481000803
(layer0,neuron6)-(layer1,neuron4): -0.0854564786521
(layer0,neuron6)-(layer1,neuron5): -1.18303541362
(layer0,neuron6)-(layer1,neuron6): -1.9408785541
(layer0,neuron6)-(layer1,neuron7): 1.31281697006
(layer0,neuron6)-(layer1,neuron8): 0.253422535589
(layer0,neuron6)-(layer1,neuron9): 0.73451161961
(layer0,neuron6)-(layer1,neuron10): 2.28400481989
(layer0,neuron6)-(layer1,neuron11): 1.0160998747
(layer0,neuron7)-(layer1,neuron0): -0.386018625386
(layer0,neuron7)-(layer1,neuron1): 0.631857079168
(layer0,neuron7)-(layer1,neuron2): 2.33352469068
(layer0,neuron7)-(layer1,neuron3): -0.76218131291
(layer0,neuron7)-(layer1,neuron4): 1.37753628974
(layer0,neuron7)-(layer1,neuron5): -0.382022125376
(layer0,neuron7)-(layer1,neuron6): -0.224536515622
(layer0,neuron7)-(layer1,neuron7): -0.531158646383
(layer0,neuron7)-(layer1,neuron8): 0.189572904497
(layer0,neuron7)-(layer1,neuron9): 1.61993039856
(layer0,neuron7)-(layer1,neuron10): -0.470629983218
(layer0,neuron7)-(layer1,neuron11): 2.353096309
(layer0,neuron8)-(layer1,neuron0): -0.615413764908
(layer0,neuron8)-(layer1,neuron1): -1.44533908014
(layer0,neuron8)-(layer1,neuron2): 2.28539625722
(layer0,neuron8)-(layer1,neuron3): -2.07463558145
(layer0,neuron8)-(layer1,neuron4): 0.0668552595596
(layer0,neuron8)-(layer1,neuron5): -0.232390485549
(layer0,neuron8)-(layer1,neuron6): 0.116822018086
(layer0,neuron8)-(layer1,neuron7): -0.220023192603
(layer0,neuron8)-(layer1,neuron8): 1.9207291857
(layer0,neuron8)-(layer1,neuron9): -0.890910384562
(layer0,neuron8)-(layer1,neuron10): 1.01127565253
(layer0,neuron8)-(layer1,neuron11): -1.20895128744
(layer0,neuron9)-(layer1,neuron0): -0.473725172165
(layer0,neuron9)-(layer1,neuron1): -1.91107762463
(layer0,neuron9)-(layer1,neuron2): 1.95086894256
(layer0,neuron9)-(layer1,neuron3): -1.20472049191
(layer0,neuron9)-(layer1,neuron4): -0.299178271143
(layer0,neuron9)-(layer1,neuron5): 0.191574911478
(layer0,neuron9)-(layer1,neuron6): -1.04047105357
(layer0,neuron9)-(layer1,neuron7): 0.917274884257
(layer0,neuron9)-(layer1,neuron8): -1.17343539814
(layer0,neuron9)-(layer1,neuron9): -2.07900089914
(layer0,neuron9)-(layer1,neuron10): -2.32813346816
(layer0,neuron9)-(layer1,neuron11): -0.0510817659041
(layer0,neuron10)-(layer1,neuron0): -0.907250773369
(layer0,neuron10)-(layer1,neuron1): 1.03489314876
(layer0,neuron10)-(layer1,neuron2): 1.54923424231
(layer0,neuron10)-(layer1,neuron3): -2.16349497443
(layer0,neuron10)-(layer1,neuron4): 0.833086179384
(layer0,neuron10)-(layer1,neuron5): -1.54394960968
(layer0,neuron10)-(layer1,neuron6): -2.64614183108
(layer0,neuron10)-(layer1,neuron7): 0.795304628603
(layer0,neuron10)-(layer1,neuron8): -0.448364610399
(layer0,neuron10)-(layer1,neuron9): -1.02978250737
(layer0,neuron10)-(layer1,neuron10): -1.28196360339
(layer0,neuron10)-(layer1,neuron11): -1.62943924682
(layer0,neuron11)-(layer1,neuron0): -0.852252643139
(layer0,neuron11)-(layer1,neuron1): -0.910045488488
(layer0,neuron11)-(layer1,neuron2): -0.125972272992
(layer0,neuron11)-(layer1,neuron3): 1.08824647279
(layer0,neuron11)-(layer1,neuron4): 1.23116163383
(layer0,neuron11)-(layer1,neuron5): 0.903224012561
(layer0,neuron11)-(layer1,neuron6): -1.68357509248
(layer0,neuron11)-(layer1,neuron7): -1.17178808336
(layer0,neuron11)-(layer1,neuron8): 2.70979791194
(layer0,neuron11)-(layer1,neuron9): -1.69153314489
(layer0,neuron11)-(layer1,neuron10): 0.0393515173546
(layer0,neuron11)-(layer1,neuron11): -0.243822819667
(layer1,neuron0)-(layer2,neuron0): -1.48026923851
(layer1,neuron0)-(layer2,neuron1): -0.0529813420644
(layer1,neuron0)-(layer2,neuron2): -0.943300338156
(layer1,neuron0)-(layer2,neuron3): -0.796627211852
(layer1,neuron0)-(layer2,neuron4): -2.05014076125
(layer1,neuron0)-(layer2,neuron5): -0.207798734698
(layer1,neuron0)-(layer2,neuron6): 1.61033349643
(layer1,neuron0)-(layer2,neuron7): 1.34110048242
(layer1,neuron0)-(layer2,neuron8): 1.45759366426
(layer1,neuron0)-(layer2,neuron9): -2.69840357645
(layer1,neuron0)-(layer2,neuron10): -0.660030086281
(layer1,neuron1)-(layer2,neuron0): 0.84909162645
(layer1,neuron1)-(layer2,neuron1): -1.62000583126
(layer1,neuron1)-(layer2,neuron2): -0.995015031429
(layer1,neuron1)-(layer2,neuron3): -0.0705320881542
(layer1,neuron1)-(layer2,neuron4): 1.20748490197
(layer1,neuron1)-(layer2,neuron5): -1.96902592663
(layer1,neuron1)-(layer2,neuron6): -0.797408582653
(layer1,neuron1)-(layer2,neuron7): -0.00937014460652
(layer1,neuron1)-(layer2,neuron8): -1.41496412565
(layer1,neuron1)-(layer2,neuron9): -1.57877322798
(layer1,neuron1)-(layer2,neuron10): -0.248218081088
(layer1,neuron2)-(layer2,neuron0): 0.549614170894
(layer1,neuron2)-(layer2,neuron1): -0.268686155464
(layer1,neuron2)-(layer2,neuron2): -1.60859816123
(layer1,neuron2)-(layer2,neuron3): -0.208662149868
(layer1,neuron2)-(layer2,neuron4): 1.43268513637
(layer1,neuron2)-(layer2,neuron5): -0.933501161014
(layer1,neuron2)-(layer2,neuron6): 0.893446649415
(layer1,neuron2)-(layer2,neuron7): -2.07996145299
(layer1,neuron2)-(layer2,neuron8): 0.387455340748
(layer1,neuron2)-(layer2,neuron9): 0.0929876041234
(layer1,neuron2)-(layer2,neuron10): -0.554585190889
(layer1,neuron3)-(layer2,neuron0): -1.3480963692
(layer1,neuron3)-(layer2,neuron1): -0.0342657751115
(layer1,neuron3)-(layer2,neuron2): 1.0545853229
(layer1,neuron3)-(layer2,neuron3): -2.05432417537
(layer1,neuron3)-(layer2,neuron4): 0.495673335454
(layer1,neuron3)-(layer2,neuron5): -0.065740755814
(layer1,neuron3)-(layer2,neuron6): 1.2669069353
(layer1,neuron3)-(layer2,neuron7): 0.0781644158501
(layer1,neuron3)-(layer2,neuron8): -1.59460929823
(layer1,neuron3)-(layer2,neuron9): -1.92717957765
(layer1,neuron3)-(layer2,neuron10): -0.445402471284
(layer1,neuron4)-(layer2,neuron0): 0.462919883497
(layer1,neuron4)-(layer2,neuron1): 0.152810776002
(layer1,neuron4)-(layer2,neuron2): 0.483912935296
(layer1,neuron4)-(layer2,neuron3): -0.989908211759
(layer1,neuron4)-(layer2,neuron4): 0.582540962275
(layer1,neuron4)-(layer2,neuron5): 0.877778306343
(layer1,neuron4)-(layer2,neuron6): -1.26169810077
(layer1,neuron4)-(layer2,neuron7): -0.0545135222677
(layer1,neuron4)-(layer2,neuron8): 0.848820137882
(layer1,neuron4)-(layer2,neuron9): -0.138620197544
(layer1,neuron4)-(layer2,neuron10): 0.112296278823
(layer1,neuron5)-(layer2,neuron0): -0.498647951905
(layer1,neuron5)-(layer2,neuron1): -0.0257218937422
(layer1,neuron5)-(layer2,neuron2): -0.55975362292
(layer1,neuron5)-(layer2,neuron3): -0.46868862717
(layer1,neuron5)-(layer2,neuron4): -2.22051306477
(layer1,neuron5)-(layer2,neuron5): -1.51592431523
(layer1,neuron5)-(layer2,neuron6): -0.95856197213
(layer1,neuron5)-(layer2,neuron7): 0.08301622844
(layer1,neuron5)-(layer2,neuron8): -2.24225987514
(layer1,neuron5)-(layer2,neuron9): 1.67235177504
(layer1,neuron5)-(layer2,neuron10): -0.871511968024
(layer1,neuron6)-(layer2,neuron0): -1.25460203276
(layer1,neuron6)-(layer2,neuron1): 0.975068264253
(layer1,neuron6)-(layer2,neuron2): -1.24903629478
(layer1,neuron6)-(layer2,neuron3): -1.8814835
(layer1,neuron6)-(layer2,neuron4): 0.68915791698
(layer1,neuron6)-(layer2,neuron5): -1.52701382786
(layer1,neuron6)-(layer2,neuron6): 0.317619545721
(layer1,neuron6)-(layer2,neuron7): -2.66251094919
(layer1,neuron6)-(layer2,neuron8): -1.0853933094
(layer1,neuron6)-(layer2,neuron9): 0.959177358434
(layer1,neuron6)-(layer2,neuron10): -2.99439722026
(layer1,neuron7)-(layer2,neuron0): 1.09454927406
(layer1,neuron7)-(layer2,neuron1): 0.189551932203
(layer1,neuron7)-(layer2,neuron2): -1.19996612922
(layer1,neuron7)-(layer2,neuron3): -1.15339771558
(layer1,neuron7)-(layer2,neuron4): -1.27439268734
(layer1,neuron7)-(layer2,neuron5): -0.137688848407
(layer1,neuron7)-(layer2,neuron6): -0.768061484135
(layer1,neuron7)-(layer2,neuron7): -2.02364203676
(layer1,neuron7)-(layer2,neuron8): -0.0879662319974
(layer1,neuron7)-(layer2,neuron9): -1.13775288027
(layer1,neuron7)-(layer2,neuron10): 0.998469398042
(layer1,neuron8)-(layer2,neuron0): -1.54109101841
(layer1,neuron8)-(layer2,neuron1): -0.508984415665
(layer1,neuron8)-(layer2,neuron2): 0.400582739353
(layer1,neuron8)-(layer2,neuron3): 0.795745701567
(layer1,neuron8)-(layer2,neuron4): -1.50437710176
(layer1,neuron8)-(layer2,neuron5): 1.99711049558
(layer1,neuron8)-(layer2,neuron6): -2.20585608472
(layer1,neuron8)-(layer2,neuron7): -0.0896706657102
(layer1,neuron8)-(layer2,neuron8): -0.523564200789
(layer1,neuron8)-(layer2,neuron9): -2.38885280619
(layer1,neuron8)-(layer2,neuron10): 1.2119103019
(layer1,neuron9)-(layer2,neuron0): -0.308310305409
(layer1,neuron9)-(layer2,neuron1): 1.04679600917
(layer1,neuron9)-(layer2,neuron2): 1.40718191636
(layer1,neuron9)-(layer2,neuron3): 0.113889631554
(layer1,neuron9)-(layer2,neuron4): 0.956660537509
(layer1,neuron9)-(layer2,neuron5): -0.886054403138
(layer1,neuron9)-(layer2,neuron6): -1.31159492431
(layer1,neuron9)-(layer2,neuron7): -0.611935635003
(layer1,neuron9)-(layer2,neuron8): -0.708720173756
(layer1,neuron9)-(layer2,neuron9): -1.33232664693
(layer1,neuron9)-(layer2,neuron10): -0.847441703704
(layer1,neuron10)-(layer2,neuron0): 0.898271163901
(layer1,neuron10)-(layer2,neuron1): -0.920411560707
(layer1,neuron10)-(layer2,neuron2): -2.02082538525
(layer1,neuron10)-(layer2,neuron3): 1.44984400636
(layer1,neuron10)-(layer2,neuron4): -1.56425523959
(layer1,neuron10)-(layer2,neuron5): -0.811266870714
(layer1,neuron10)-(layer2,neuron6): -1.42802833151
(layer1,neuron10)-(layer2,neuron7): 0.170640607578
(layer1,neuron10)-(layer2,neuron8): -0.405208407769
(layer1,neuron10)-(layer2,neuron9): -0.346776591541
(layer1,neuron10)-(layer2,neuron10): -1.13618370316
(layer1,neuron11)-(layer2,neuron0): 0.705158127684
(layer1,neuron11)-(layer2,neuron1): -0.718228474205
(layer1,neuron11)-(layer2,neuron2): 0.572858698481
(layer1,neuron11)-(layer2,neuron3): -1.20573270085
(layer1,neuron11)-(layer2,neuron4): -0.730375891456
(layer1,neuron11)-(layer2,neuron5): -1.14523010147
(layer1,neuron11)-(layer2,neuron6): 0.993727397565
(layer1,neuron11)-(layer2,neuron7): 0.899136435063
(layer1,neuron11)-(layer2,neuron8): -0.30703005049
(layer1,neuron11)-(layer2,neuron9): 1.1959772465
(layer1,neuron11)-(layer2,neuron10): 0.593180252472
(layer1,neuron12)-(layer2,neuron0): -0.136776830604
(layer1,neuron12)-(layer2,neuron1): -0.320854487334
(layer1,neuron12)-(layer2,neuron2): -0.723623926401
(layer1,neuron12)-(layer2,neuron3): -0.408491576026
(layer1,neuron12)-(layer2,neuron4): 1.50427613404
(layer1,neuron12)-(layer2,neuron5): 1.7792884714
(layer1,neuron12)-(layer2,neuron6): -2.03511534846
(layer1,neuron12)-(layer2,neuron7): -2.28394105046
(layer1,neuron12)-(layer2,neuron8): 0.102313905802
(layer1,neuron12)-(layer2,neuron9): -0.173623877481
(layer1,neuron12)-(layer2,neuron10): 1.28823378545
(layer2,neuron0)-(layer3,neuron0): -0.0541489931692
(layer2,neuron1)-(layer3,neuron0): -0.187997845818
(layer2,neuron2)-(layer3,neuron0): -1.16003373438
(layer2,neuron3)-(layer3,neuron0): -0.436593475003
(layer2,neuron4)-(layer3,neuron0): 0.0391241965725
(layer2,neuron5)-(layer3,neuron0): -0.71507457236
(layer2,neuron6)-(layer3,neuron0): -1.44341444221
(layer2,neuron7)-(layer3,neuron0): 0.0144030382603
(layer2,neuron8)-(layer3,neuron0): 0.679143763588
(layer2,neuron9)-(layer3,neuron0): 1.18425831429
(layer2,neuron10)-(layer3,neuron0): -0.437568804092
(layer2,neuron11)-(layer3,neuron0): 1.01477392138