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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:28:18 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: 21486


#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'    [0,0.99990350008]
LRWj                          LRWj                              'F'    [-0.00370291154832,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.1914625168,199.549758911]
MetDelPhi                     MetDelPhi                         'F'    [0.143834546208,3.13655138016]
MetSpec                       MetSpec                           'F'    [15.0028028488,188.142364502]
dPhiLeptons                   dPhiLeptons                       'F'    [5.24520874023e-06,3.14073061943]
dRLeptons                     dRLeptons                         'F'    [0.401803344488,4.52171230316]
dimass                        dimass                            'F'    [16.0141124725,606.535461426]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.60202488529
(layer0,neuron0)-(layer1,neuron1): 1.37153998484
(layer0,neuron0)-(layer1,neuron2): -0.206602387507
(layer0,neuron0)-(layer1,neuron3): 1.02222189562
(layer0,neuron0)-(layer1,neuron4): 0.180302819878
(layer0,neuron0)-(layer1,neuron5): 2.63901280369
(layer0,neuron0)-(layer1,neuron6): 1.99335129679
(layer0,neuron0)-(layer1,neuron7): -0.238019920693
(layer0,neuron0)-(layer1,neuron8): 1.11009860137
(layer0,neuron0)-(layer1,neuron9): 1.22138782391
(layer0,neuron0)-(layer1,neuron10): 1.2922254302
(layer0,neuron0)-(layer1,neuron11): 1.3685702415
(layer0,neuron1)-(layer1,neuron0): 1.11458251944
(layer0,neuron1)-(layer1,neuron1): 1.07331776568
(layer0,neuron1)-(layer1,neuron2): 1.10589906074
(layer0,neuron1)-(layer1,neuron3): -1.90616314833
(layer0,neuron1)-(layer1,neuron4): 1.46831211249
(layer0,neuron1)-(layer1,neuron5): 0.172627210505
(layer0,neuron1)-(layer1,neuron6): -1.04551669164
(layer0,neuron1)-(layer1,neuron7): 1.74464893068
(layer0,neuron1)-(layer1,neuron8): 2.44093728619
(layer0,neuron1)-(layer1,neuron9): 1.32812670558
(layer0,neuron1)-(layer1,neuron10): 0.217950873887
(layer0,neuron1)-(layer1,neuron11): -1.01988316747
(layer0,neuron2)-(layer1,neuron0): 0.462182508481
(layer0,neuron2)-(layer1,neuron1): -0.0911553940071
(layer0,neuron2)-(layer1,neuron2): 0.0172475116367
(layer0,neuron2)-(layer1,neuron3): -1.70297230257
(layer0,neuron2)-(layer1,neuron4): 1.56966377776
(layer0,neuron2)-(layer1,neuron5): -0.22295069577
(layer0,neuron2)-(layer1,neuron6): -0.261750333718
(layer0,neuron2)-(layer1,neuron7): -0.724170132712
(layer0,neuron2)-(layer1,neuron8): -0.185920353175
(layer0,neuron2)-(layer1,neuron9): -0.547390170231
(layer0,neuron2)-(layer1,neuron10): -0.235318779261
(layer0,neuron2)-(layer1,neuron11): 1.47011628968
(layer0,neuron3)-(layer1,neuron0): 0.567497996599
(layer0,neuron3)-(layer1,neuron1): 0.58556371512
(layer0,neuron3)-(layer1,neuron2): 1.23524070652
(layer0,neuron3)-(layer1,neuron3): 1.42117741941
(layer0,neuron3)-(layer1,neuron4): -1.05771471534
(layer0,neuron3)-(layer1,neuron5): -0.909036471217
(layer0,neuron3)-(layer1,neuron6): -0.238720981262
(layer0,neuron3)-(layer1,neuron7): -1.92510652857
(layer0,neuron3)-(layer1,neuron8): -0.449129968893
(layer0,neuron3)-(layer1,neuron9): -1.57015936188
(layer0,neuron3)-(layer1,neuron10): -0.118006795931
(layer0,neuron3)-(layer1,neuron11): 1.16357215917
(layer0,neuron4)-(layer1,neuron0): 0.695357452802
(layer0,neuron4)-(layer1,neuron1): -0.678241281773
(layer0,neuron4)-(layer1,neuron2): 1.04175870761
(layer0,neuron4)-(layer1,neuron3): -1.50402128899
(layer0,neuron4)-(layer1,neuron4): 0.095926053826
(layer0,neuron4)-(layer1,neuron5): -0.868648984459
(layer0,neuron4)-(layer1,neuron6): -0.985347172158
(layer0,neuron4)-(layer1,neuron7): 0.034425297692
(layer0,neuron4)-(layer1,neuron8): -0.612103725407
(layer0,neuron4)-(layer1,neuron9): 0.508777297604
(layer0,neuron4)-(layer1,neuron10): 0.0769654690978
(layer0,neuron4)-(layer1,neuron11): -0.331673337042
(layer0,neuron5)-(layer1,neuron0): -1.07872025131
(layer0,neuron5)-(layer1,neuron1): 0.531712813988
(layer0,neuron5)-(layer1,neuron2): -2.08357082234
(layer0,neuron5)-(layer1,neuron3): 0.511077794817
(layer0,neuron5)-(layer1,neuron4): 0.730591326718
(layer0,neuron5)-(layer1,neuron5): -2.11900929805
(layer0,neuron5)-(layer1,neuron6): 0.940525114503
(layer0,neuron5)-(layer1,neuron7): -0.418715881487
(layer0,neuron5)-(layer1,neuron8): 0.31684217644
(layer0,neuron5)-(layer1,neuron9): 0.608039890049
(layer0,neuron5)-(layer1,neuron10): 0.362533936259
(layer0,neuron5)-(layer1,neuron11): -0.882916416127
(layer0,neuron6)-(layer1,neuron0): -1.10909555418
(layer0,neuron6)-(layer1,neuron1): -1.41623669021
(layer0,neuron6)-(layer1,neuron2): 1.30352375514
(layer0,neuron6)-(layer1,neuron3): -0.982489435599
(layer0,neuron6)-(layer1,neuron4): -0.139602011977
(layer0,neuron6)-(layer1,neuron5): -0.986344546002
(layer0,neuron6)-(layer1,neuron6): -2.67744019193
(layer0,neuron6)-(layer1,neuron7): 1.43150396308
(layer0,neuron6)-(layer1,neuron8): 0.373099623499
(layer0,neuron6)-(layer1,neuron9): 0.894570620211
(layer0,neuron6)-(layer1,neuron10): 2.20896624977
(layer0,neuron6)-(layer1,neuron11): 0.78692365228
(layer0,neuron7)-(layer1,neuron0): -0.654284352664
(layer0,neuron7)-(layer1,neuron1): 1.1042640509
(layer0,neuron7)-(layer1,neuron2): 1.75504027197
(layer0,neuron7)-(layer1,neuron3): -0.78369882581
(layer0,neuron7)-(layer1,neuron4): 0.995807565952
(layer0,neuron7)-(layer1,neuron5): -0.299062267923
(layer0,neuron7)-(layer1,neuron6): 0.0105899498331
(layer0,neuron7)-(layer1,neuron7): -0.446635075657
(layer0,neuron7)-(layer1,neuron8): 0.0744220541926
(layer0,neuron7)-(layer1,neuron9): 1.72313579861
(layer0,neuron7)-(layer1,neuron10): -0.452045090966
(layer0,neuron7)-(layer1,neuron11): 2.41539906514
(layer0,neuron8)-(layer1,neuron0): -0.609628721726
(layer0,neuron8)-(layer1,neuron1): -1.11034139997
(layer0,neuron8)-(layer1,neuron2): 2.06440989366
(layer0,neuron8)-(layer1,neuron3): -1.92807347802
(layer0,neuron8)-(layer1,neuron4): 0.554291181068
(layer0,neuron8)-(layer1,neuron5): 0.608698714154
(layer0,neuron8)-(layer1,neuron6): -0.0760054443239
(layer0,neuron8)-(layer1,neuron7): -0.474789462419
(layer0,neuron8)-(layer1,neuron8): 2.06027680553
(layer0,neuron8)-(layer1,neuron9): -0.325415058147
(layer0,neuron8)-(layer1,neuron10): 0.307974855686
(layer0,neuron8)-(layer1,neuron11): -0.676544680702
(layer0,neuron9)-(layer1,neuron0): -0.209948080687
(layer0,neuron9)-(layer1,neuron1): -2.24743916438
(layer0,neuron9)-(layer1,neuron2): 2.07586809052
(layer0,neuron9)-(layer1,neuron3): -1.36194587082
(layer0,neuron9)-(layer1,neuron4): 0.6676756916
(layer0,neuron9)-(layer1,neuron5): 0.435022596303
(layer0,neuron9)-(layer1,neuron6): -0.560065408958
(layer0,neuron9)-(layer1,neuron7): 0.634960231892
(layer0,neuron9)-(layer1,neuron8): -0.747568229177
(layer0,neuron9)-(layer1,neuron9): -2.17968237875
(layer0,neuron9)-(layer1,neuron10): -1.52025020062
(layer0,neuron9)-(layer1,neuron11): 0.544619986813
(layer0,neuron10)-(layer1,neuron0): -0.542658392867
(layer0,neuron10)-(layer1,neuron1): 0.971647007776
(layer0,neuron10)-(layer1,neuron2): 1.39619417387
(layer0,neuron10)-(layer1,neuron3): -2.08740915949
(layer0,neuron10)-(layer1,neuron4): 0.985915894171
(layer0,neuron10)-(layer1,neuron5): -1.73341985273
(layer0,neuron10)-(layer1,neuron6): -1.96316200654
(layer0,neuron10)-(layer1,neuron7): 0.800977703874
(layer0,neuron10)-(layer1,neuron8): -0.30787235697
(layer0,neuron10)-(layer1,neuron9): -1.01897725459
(layer0,neuron10)-(layer1,neuron10): -1.90222510584
(layer0,neuron10)-(layer1,neuron11): -1.26575026584
(layer0,neuron11)-(layer1,neuron0): -1.13761985787
(layer0,neuron11)-(layer1,neuron1): -0.822183684241
(layer0,neuron11)-(layer1,neuron2): 0.0180501757063
(layer0,neuron11)-(layer1,neuron3): 1.38896959567
(layer0,neuron11)-(layer1,neuron4): 1.55857338021
(layer0,neuron11)-(layer1,neuron5): 1.16652622258
(layer0,neuron11)-(layer1,neuron6): -1.45726166259
(layer0,neuron11)-(layer1,neuron7): -1.44046067753
(layer0,neuron11)-(layer1,neuron8): 3.12319488959
(layer0,neuron11)-(layer1,neuron9): -1.57978928843
(layer0,neuron11)-(layer1,neuron10): -0.0307374729687
(layer0,neuron11)-(layer1,neuron11): -0.598159640859
(layer1,neuron0)-(layer2,neuron0): -1.443902487
(layer1,neuron0)-(layer2,neuron1): 0.144053283358
(layer1,neuron0)-(layer2,neuron2): -0.899449577728
(layer1,neuron0)-(layer2,neuron3): -0.892862684746
(layer1,neuron0)-(layer2,neuron4): -2.11793671139
(layer1,neuron0)-(layer2,neuron5): 0.72336375654
(layer1,neuron0)-(layer2,neuron6): 1.76603172267
(layer1,neuron0)-(layer2,neuron7): 1.53095985918
(layer1,neuron0)-(layer2,neuron8): 1.66156559073
(layer1,neuron0)-(layer2,neuron9): -2.11749620903
(layer1,neuron0)-(layer2,neuron10): -0.52022273164
(layer1,neuron1)-(layer2,neuron0): 0.918159979935
(layer1,neuron1)-(layer2,neuron1): -1.68477945017
(layer1,neuron1)-(layer2,neuron2): -0.98573501798
(layer1,neuron1)-(layer2,neuron3): -0.0679311773554
(layer1,neuron1)-(layer2,neuron4): 1.2032815487
(layer1,neuron1)-(layer2,neuron5): -2.28598128406
(layer1,neuron1)-(layer2,neuron6): -0.951767654327
(layer1,neuron1)-(layer2,neuron7): 0.0416625180714
(layer1,neuron1)-(layer2,neuron8): -1.38625950174
(layer1,neuron1)-(layer2,neuron9): -1.29611036307
(layer1,neuron1)-(layer2,neuron10): -0.052808298079
(layer1,neuron2)-(layer2,neuron0): 0.569495316564
(layer1,neuron2)-(layer2,neuron1): -0.279717129647
(layer1,neuron2)-(layer2,neuron2): -1.58538538783
(layer1,neuron2)-(layer2,neuron3): -0.157536493933
(layer1,neuron2)-(layer2,neuron4): 1.63676108877
(layer1,neuron2)-(layer2,neuron5): -0.057700635793
(layer1,neuron2)-(layer2,neuron6): 1.04119297335
(layer1,neuron2)-(layer2,neuron7): -2.03873594218
(layer1,neuron2)-(layer2,neuron8): 0.275964789265
(layer1,neuron2)-(layer2,neuron9): -0.154362562565
(layer1,neuron2)-(layer2,neuron10): -0.170902755175
(layer1,neuron3)-(layer2,neuron0): -1.41550479924
(layer1,neuron3)-(layer2,neuron1): 0.151158755447
(layer1,neuron3)-(layer2,neuron2): 1.07582598844
(layer1,neuron3)-(layer2,neuron3): -2.16564601838
(layer1,neuron3)-(layer2,neuron4): 0.445433195589
(layer1,neuron3)-(layer2,neuron5): 0.0463821493046
(layer1,neuron3)-(layer2,neuron6): 1.27959124888
(layer1,neuron3)-(layer2,neuron7): 0.0672848691216
(layer1,neuron3)-(layer2,neuron8): -1.60359064681
(layer1,neuron3)-(layer2,neuron9): -1.84530373446
(layer1,neuron3)-(layer2,neuron10): -0.614736187729
(layer1,neuron4)-(layer2,neuron0): 0.341421219394
(layer1,neuron4)-(layer2,neuron1): -0.0175688845015
(layer1,neuron4)-(layer2,neuron2): -0.0718334317898
(layer1,neuron4)-(layer2,neuron3): -1.06765709654
(layer1,neuron4)-(layer2,neuron4): 0.367754228335
(layer1,neuron4)-(layer2,neuron5): 1.14329219038
(layer1,neuron4)-(layer2,neuron6): -1.37966991591
(layer1,neuron4)-(layer2,neuron7): -0.218254469638
(layer1,neuron4)-(layer2,neuron8): 0.762313983098
(layer1,neuron4)-(layer2,neuron9): 0.253494338041
(layer1,neuron4)-(layer2,neuron10): -0.153101720535
(layer1,neuron5)-(layer2,neuron0): -0.581981591146
(layer1,neuron5)-(layer2,neuron1): 0.0962955415486
(layer1,neuron5)-(layer2,neuron2): -0.653572849473
(layer1,neuron5)-(layer2,neuron3): -0.742027461355
(layer1,neuron5)-(layer2,neuron4): -2.20741982625
(layer1,neuron5)-(layer2,neuron5): -1.26401551303
(layer1,neuron5)-(layer2,neuron6): -0.862518366224
(layer1,neuron5)-(layer2,neuron7): 0.100549779006
(layer1,neuron5)-(layer2,neuron8): -2.09098746693
(layer1,neuron5)-(layer2,neuron9): 1.62609581062
(layer1,neuron5)-(layer2,neuron10): -0.988820537418
(layer1,neuron6)-(layer2,neuron0): -1.16798068267
(layer1,neuron6)-(layer2,neuron1): 1.00340929573
(layer1,neuron6)-(layer2,neuron2): -1.35334217444
(layer1,neuron6)-(layer2,neuron3): -1.9306597246
(layer1,neuron6)-(layer2,neuron4): 0.667977908878
(layer1,neuron6)-(layer2,neuron5): -1.72509087692
(layer1,neuron6)-(layer2,neuron6): 0.718487079404
(layer1,neuron6)-(layer2,neuron7): -2.65153880655
(layer1,neuron6)-(layer2,neuron8): -0.955169765916
(layer1,neuron6)-(layer2,neuron9): 0.649995186547
(layer1,neuron6)-(layer2,neuron10): -3.10398032485
(layer1,neuron7)-(layer2,neuron0): 1.09201832961
(layer1,neuron7)-(layer2,neuron1): 0.272758207731
(layer1,neuron7)-(layer2,neuron2): -1.18953960959
(layer1,neuron7)-(layer2,neuron3): -1.26407613269
(layer1,neuron7)-(layer2,neuron4): -1.21882103545
(layer1,neuron7)-(layer2,neuron5): -0.301220564579
(layer1,neuron7)-(layer2,neuron6): -0.704562248524
(layer1,neuron7)-(layer2,neuron7): -1.93649078565
(layer1,neuron7)-(layer2,neuron8): 0.0118003744602
(layer1,neuron7)-(layer2,neuron9): -1.09223926735
(layer1,neuron7)-(layer2,neuron10): 0.896644566894
(layer1,neuron8)-(layer2,neuron0): -1.62497105921
(layer1,neuron8)-(layer2,neuron1): -0.420689453362
(layer1,neuron8)-(layer2,neuron2): 1.02162245458
(layer1,neuron8)-(layer2,neuron3): 0.642047942997
(layer1,neuron8)-(layer2,neuron4): -1.51150968204
(layer1,neuron8)-(layer2,neuron5): 2.27130830363
(layer1,neuron8)-(layer2,neuron6): -2.01542457913
(layer1,neuron8)-(layer2,neuron7): 0.0569822860581
(layer1,neuron8)-(layer2,neuron8): -0.636431484067
(layer1,neuron8)-(layer2,neuron9): -2.24792165719
(layer1,neuron8)-(layer2,neuron10): 1.03861745751
(layer1,neuron9)-(layer2,neuron0): -0.395494060581
(layer1,neuron9)-(layer2,neuron1): 0.949838341994
(layer1,neuron9)-(layer2,neuron2): 1.10365654265
(layer1,neuron9)-(layer2,neuron3): 0.0489544947388
(layer1,neuron9)-(layer2,neuron4): 1.00378993849
(layer1,neuron9)-(layer2,neuron5): -0.92819840251
(layer1,neuron9)-(layer2,neuron6): -1.22985724572
(layer1,neuron9)-(layer2,neuron7): -0.567736390887
(layer1,neuron9)-(layer2,neuron8): -0.583298747642
(layer1,neuron9)-(layer2,neuron9): -1.21821449876
(layer1,neuron9)-(layer2,neuron10): -0.353843666843
(layer1,neuron10)-(layer2,neuron0): 0.784347341031
(layer1,neuron10)-(layer2,neuron1): -0.683911500609
(layer1,neuron10)-(layer2,neuron2): -1.90700255604
(layer1,neuron10)-(layer2,neuron3): 1.18068826803
(layer1,neuron10)-(layer2,neuron4): -1.51907333381
(layer1,neuron10)-(layer2,neuron5): -1.1445207676
(layer1,neuron10)-(layer2,neuron6): -1.4590699015
(layer1,neuron10)-(layer2,neuron7): 0.21766461314
(layer1,neuron10)-(layer2,neuron8): -0.31388403301
(layer1,neuron10)-(layer2,neuron9): -0.384686493566
(layer1,neuron10)-(layer2,neuron10): -1.07644049918
(layer1,neuron11)-(layer2,neuron0): 0.807587626381
(layer1,neuron11)-(layer2,neuron1): -0.394633261777
(layer1,neuron11)-(layer2,neuron2): 0.198000449067
(layer1,neuron11)-(layer2,neuron3): -1.27559350377
(layer1,neuron11)-(layer2,neuron4): -0.761352774063
(layer1,neuron11)-(layer2,neuron5): -1.69385950355
(layer1,neuron11)-(layer2,neuron6): 0.791998859366
(layer1,neuron11)-(layer2,neuron7): 0.947945701576
(layer1,neuron11)-(layer2,neuron8): -0.359213871536
(layer1,neuron11)-(layer2,neuron9): 1.29931455201
(layer1,neuron11)-(layer2,neuron10): 0.911411250499
(layer1,neuron12)-(layer2,neuron0): -0.209945438236
(layer1,neuron12)-(layer2,neuron1): -0.130943704464
(layer1,neuron12)-(layer2,neuron2): -0.591224130627
(layer1,neuron12)-(layer2,neuron3): -0.549314514695
(layer1,neuron12)-(layer2,neuron4): 1.45090777101
(layer1,neuron12)-(layer2,neuron5): 1.66946721141
(layer1,neuron12)-(layer2,neuron6): -2.02792310341
(layer1,neuron12)-(layer2,neuron7): -2.25934540959
(layer1,neuron12)-(layer2,neuron8): -0.0118772428764
(layer1,neuron12)-(layer2,neuron9): -0.225560111338
(layer1,neuron12)-(layer2,neuron10): 0.663012510337
(layer2,neuron0)-(layer3,neuron0): -0.048915290033
(layer2,neuron1)-(layer3,neuron0): 0.0302660081173
(layer2,neuron2)-(layer3,neuron0): -1.05165882512
(layer2,neuron3)-(layer3,neuron0): -0.0372827478425
(layer2,neuron4)-(layer3,neuron0): 0.270062617836
(layer2,neuron5)-(layer3,neuron0): -0.732930489358
(layer2,neuron6)-(layer3,neuron0): -1.49255938442
(layer2,neuron7)-(layer3,neuron0): -0.0802877875591
(layer2,neuron8)-(layer3,neuron0): 0.410796539471
(layer2,neuron9)-(layer3,neuron0): 0.749266697055
(layer2,neuron10)-(layer3,neuron0): -0.501374424158
(layer2,neuron11)-(layer3,neuron0): 0.965444032104