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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:16:23 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: 15118


#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'    [1.1345506428e-34,1.001734972]
LRWg                          LRWg                              'F'    [0,0.999915719032]
LRWj                          LRWj                              'F'    [-0.00173494115006,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.1351919174,204.075332642]
MetDelPhi                     MetDelPhi                         'F'    [0.143834546208,3.13630962372]
MetSpec                       MetSpec                           'F'    [15.0015153885,153.344940186]
dPhiLeptons                   dPhiLeptons                       'F'    [7.39097595215e-05,3.14107751846]
dRLeptons                     dRLeptons                         'F'    [0.415245831013,4.52171230316]
dimass                        dimass                            'F'    [16.0030345917,490.262542725]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.93203759799
(layer0,neuron0)-(layer1,neuron1): 1.91912635636
(layer0,neuron0)-(layer1,neuron2): -0.39211395848
(layer0,neuron0)-(layer1,neuron3): 1.90938116937
(layer0,neuron0)-(layer1,neuron4): 0.610967390316
(layer0,neuron0)-(layer1,neuron5): 3.98901145644
(layer0,neuron0)-(layer1,neuron6): 1.04713349755
(layer0,neuron0)-(layer1,neuron7): -0.956899689819
(layer0,neuron0)-(layer1,neuron8): 0.584368982079
(layer0,neuron0)-(layer1,neuron9): 1.6447337581
(layer0,neuron0)-(layer1,neuron10): 1.0677902233
(layer0,neuron0)-(layer1,neuron11): -0.270809143455
(layer0,neuron1)-(layer1,neuron0): 1.46964274326
(layer0,neuron1)-(layer1,neuron1): 1.19344113114
(layer0,neuron1)-(layer1,neuron2): 1.37360108449
(layer0,neuron1)-(layer1,neuron3): -2.01361149127
(layer0,neuron1)-(layer1,neuron4): 1.13986238154
(layer0,neuron1)-(layer1,neuron5): -0.0224775775457
(layer0,neuron1)-(layer1,neuron6): -1.19321280018
(layer0,neuron1)-(layer1,neuron7): 1.16080191109
(layer0,neuron1)-(layer1,neuron8): 1.78542792871
(layer0,neuron1)-(layer1,neuron9): 1.38404108411
(layer0,neuron1)-(layer1,neuron10): 0.523486664441
(layer0,neuron1)-(layer1,neuron11): -0.527290417012
(layer0,neuron2)-(layer1,neuron0): 0.498449606637
(layer0,neuron2)-(layer1,neuron1): 1.55074378276
(layer0,neuron2)-(layer1,neuron2): -0.0736390685361
(layer0,neuron2)-(layer1,neuron3): -1.59282708951
(layer0,neuron2)-(layer1,neuron4): 1.9973396389
(layer0,neuron2)-(layer1,neuron5): -0.424873135754
(layer0,neuron2)-(layer1,neuron6): -0.0841734716844
(layer0,neuron2)-(layer1,neuron7): -0.836107363139
(layer0,neuron2)-(layer1,neuron8): -1.06162923622
(layer0,neuron2)-(layer1,neuron9): -0.9767398906
(layer0,neuron2)-(layer1,neuron10): -1.16616702216
(layer0,neuron2)-(layer1,neuron11): 0.228776462736
(layer0,neuron3)-(layer1,neuron0): 0.412609358737
(layer0,neuron3)-(layer1,neuron1): 0.527446881382
(layer0,neuron3)-(layer1,neuron2): 1.24237402871
(layer0,neuron3)-(layer1,neuron3): 1.50763314827
(layer0,neuron3)-(layer1,neuron4): -1.1235705964
(layer0,neuron3)-(layer1,neuron5): -0.240102577308
(layer0,neuron3)-(layer1,neuron6): -0.462431399076
(layer0,neuron3)-(layer1,neuron7): -1.17901057303
(layer0,neuron3)-(layer1,neuron8): -0.298984698723
(layer0,neuron3)-(layer1,neuron9): -1.03557853596
(layer0,neuron3)-(layer1,neuron10): 0.547826547254
(layer0,neuron3)-(layer1,neuron11): 1.35478763253
(layer0,neuron4)-(layer1,neuron0): 0.325817608715
(layer0,neuron4)-(layer1,neuron1): -0.237726482405
(layer0,neuron4)-(layer1,neuron2): 0.979755959799
(layer0,neuron4)-(layer1,neuron3): -0.606392777101
(layer0,neuron4)-(layer1,neuron4): -0.252586863313
(layer0,neuron4)-(layer1,neuron5): -0.716491389819
(layer0,neuron4)-(layer1,neuron6): -0.177094231974
(layer0,neuron4)-(layer1,neuron7): 0.476685067498
(layer0,neuron4)-(layer1,neuron8): -0.306121216692
(layer0,neuron4)-(layer1,neuron9): 0.488151334752
(layer0,neuron4)-(layer1,neuron10): -0.281392626605
(layer0,neuron4)-(layer1,neuron11): -0.215152781691
(layer0,neuron5)-(layer1,neuron0): -0.740909959825
(layer0,neuron5)-(layer1,neuron1): -0.542742566904
(layer0,neuron5)-(layer1,neuron2): -1.84909213984
(layer0,neuron5)-(layer1,neuron3): 0.600611709531
(layer0,neuron5)-(layer1,neuron4): 0.93561804122
(layer0,neuron5)-(layer1,neuron5): -1.51687495023
(layer0,neuron5)-(layer1,neuron6): 1.51652918823
(layer0,neuron5)-(layer1,neuron7): -0.324809537702
(layer0,neuron5)-(layer1,neuron8): -0.407477986298
(layer0,neuron5)-(layer1,neuron9): 0.112193261178
(layer0,neuron5)-(layer1,neuron10): 0.308532888867
(layer0,neuron5)-(layer1,neuron11): -0.500262250229
(layer0,neuron6)-(layer1,neuron0): -1.02416508152
(layer0,neuron6)-(layer1,neuron1): 0.161368935929
(layer0,neuron6)-(layer1,neuron2): 0.802879510849
(layer0,neuron6)-(layer1,neuron3): -1.13455606716
(layer0,neuron6)-(layer1,neuron4): -0.178834123593
(layer0,neuron6)-(layer1,neuron5): -0.306863698259
(layer0,neuron6)-(layer1,neuron6): -1.50607398794
(layer0,neuron6)-(layer1,neuron7): 1.49811768289
(layer0,neuron6)-(layer1,neuron8): -0.169922166761
(layer0,neuron6)-(layer1,neuron9): 1.5822337524
(layer0,neuron6)-(layer1,neuron10): 1.25357713346
(layer0,neuron6)-(layer1,neuron11): 0.910094113162
(layer0,neuron7)-(layer1,neuron0): -0.570587216269
(layer0,neuron7)-(layer1,neuron1): 0.650571458016
(layer0,neuron7)-(layer1,neuron2): 1.89289256678
(layer0,neuron7)-(layer1,neuron3): -0.48025169165
(layer0,neuron7)-(layer1,neuron4): 1.2699974246
(layer0,neuron7)-(layer1,neuron5): -0.655074197106
(layer0,neuron7)-(layer1,neuron6): -0.403463943576
(layer0,neuron7)-(layer1,neuron7): -0.338636167877
(layer0,neuron7)-(layer1,neuron8): -0.112894843486
(layer0,neuron7)-(layer1,neuron9): 1.50221031248
(layer0,neuron7)-(layer1,neuron10): -1.26073740191
(layer0,neuron7)-(layer1,neuron11): 2.89433038451
(layer0,neuron8)-(layer1,neuron0): -0.643775205528
(layer0,neuron8)-(layer1,neuron1): -0.380929381409
(layer0,neuron8)-(layer1,neuron2): 1.90653863631
(layer0,neuron8)-(layer1,neuron3): -1.97009023547
(layer0,neuron8)-(layer1,neuron4): -0.145859253952
(layer0,neuron8)-(layer1,neuron5): -0.125035754238
(layer0,neuron8)-(layer1,neuron6): -0.79417577396
(layer0,neuron8)-(layer1,neuron7): -0.343581778867
(layer0,neuron8)-(layer1,neuron8): 1.4327581685
(layer0,neuron8)-(layer1,neuron9): -0.300443074787
(layer0,neuron8)-(layer1,neuron10): 1.61817300182
(layer0,neuron8)-(layer1,neuron11): -0.769556970657
(layer0,neuron9)-(layer1,neuron0): 0.237553743656
(layer0,neuron9)-(layer1,neuron1): -1.45448744853
(layer0,neuron9)-(layer1,neuron2): 1.95864849754
(layer0,neuron9)-(layer1,neuron3): -1.13362821837
(layer0,neuron9)-(layer1,neuron4): -0.202363041587
(layer0,neuron9)-(layer1,neuron5): -0.100873457462
(layer0,neuron9)-(layer1,neuron6): -0.562916394357
(layer0,neuron9)-(layer1,neuron7): 1.0790299002
(layer0,neuron9)-(layer1,neuron8): -0.831032571524
(layer0,neuron9)-(layer1,neuron9): -1.9845373321
(layer0,neuron9)-(layer1,neuron10): -1.08995626322
(layer0,neuron9)-(layer1,neuron11): 0.130313616191
(layer0,neuron10)-(layer1,neuron0): -0.437932799146
(layer0,neuron10)-(layer1,neuron1): 0.708218779364
(layer0,neuron10)-(layer1,neuron2): 1.76458731865
(layer0,neuron10)-(layer1,neuron3): -1.87237378358
(layer0,neuron10)-(layer1,neuron4): 0.883026214261
(layer0,neuron10)-(layer1,neuron5): -1.58737611839
(layer0,neuron10)-(layer1,neuron6): -3.6662012959
(layer0,neuron10)-(layer1,neuron7): 0.998865934716
(layer0,neuron10)-(layer1,neuron8): -0.11107208866
(layer0,neuron10)-(layer1,neuron9): -1.25727834396
(layer0,neuron10)-(layer1,neuron10): -1.26426824219
(layer0,neuron10)-(layer1,neuron11): -1.24982527693
(layer0,neuron11)-(layer1,neuron0): -1.1589431008
(layer0,neuron11)-(layer1,neuron1): -0.410346088541
(layer0,neuron11)-(layer1,neuron2): -0.287618459598
(layer0,neuron11)-(layer1,neuron3): 0.618089812539
(layer0,neuron11)-(layer1,neuron4): 1.18391149097
(layer0,neuron11)-(layer1,neuron5): 1.07752015299
(layer0,neuron11)-(layer1,neuron6): -2.43894161912
(layer0,neuron11)-(layer1,neuron7): -1.18703565322
(layer0,neuron11)-(layer1,neuron8): 2.63841775546
(layer0,neuron11)-(layer1,neuron9): -1.44301262224
(layer0,neuron11)-(layer1,neuron10): 0.543794347941
(layer0,neuron11)-(layer1,neuron11): -0.414609410484
(layer1,neuron0)-(layer2,neuron0): -1.7601849215
(layer1,neuron0)-(layer2,neuron1): 0.38941435864
(layer1,neuron0)-(layer2,neuron2): -1.00899974081
(layer1,neuron0)-(layer2,neuron3): -0.815426006638
(layer1,neuron0)-(layer2,neuron4): -2.25784795374
(layer1,neuron0)-(layer2,neuron5): 0.921066145001
(layer1,neuron0)-(layer2,neuron6): 1.41768165264
(layer1,neuron0)-(layer2,neuron7): 1.3830211717
(layer1,neuron0)-(layer2,neuron8): 1.62474891737
(layer1,neuron0)-(layer2,neuron9): -2.49731912511
(layer1,neuron0)-(layer2,neuron10): -0.543021425057
(layer1,neuron1)-(layer2,neuron0): 0.641026197524
(layer1,neuron1)-(layer2,neuron1): -1.48447834706
(layer1,neuron1)-(layer2,neuron2): -0.713669102074
(layer1,neuron1)-(layer2,neuron3): -0.0402796670707
(layer1,neuron1)-(layer2,neuron4): 1.2002898903
(layer1,neuron1)-(layer2,neuron5): -1.86908141564
(layer1,neuron1)-(layer2,neuron6): -0.93842502302
(layer1,neuron1)-(layer2,neuron7): -0.0450266049999
(layer1,neuron1)-(layer2,neuron8): -1.16922225563
(layer1,neuron1)-(layer2,neuron9): -2.07699535002
(layer1,neuron1)-(layer2,neuron10): 0.303964983913
(layer1,neuron2)-(layer2,neuron0): 0.614282768176
(layer1,neuron2)-(layer2,neuron1): -0.152083252956
(layer1,neuron2)-(layer2,neuron2): -1.07804167001
(layer1,neuron2)-(layer2,neuron3): -0.114541973149
(layer1,neuron2)-(layer2,neuron4): 1.12351978788
(layer1,neuron2)-(layer2,neuron5): -1.07012030223
(layer1,neuron2)-(layer2,neuron6): 0.884086591339
(layer1,neuron2)-(layer2,neuron7): -2.0367944436
(layer1,neuron2)-(layer2,neuron8): 0.190893089852
(layer1,neuron2)-(layer2,neuron9): -0.0719501479459
(layer1,neuron2)-(layer2,neuron10): -0.304448378795
(layer1,neuron3)-(layer2,neuron0): -1.339915397
(layer1,neuron3)-(layer2,neuron1): 0.876767235483
(layer1,neuron3)-(layer2,neuron2): 1.16285891912
(layer1,neuron3)-(layer2,neuron3): -2.04235102015
(layer1,neuron3)-(layer2,neuron4): 0.655252502589
(layer1,neuron3)-(layer2,neuron5): 0.27957501332
(layer1,neuron3)-(layer2,neuron6): 1.14019236859
(layer1,neuron3)-(layer2,neuron7): 0.19604468772
(layer1,neuron3)-(layer2,neuron8): -1.13349666108
(layer1,neuron3)-(layer2,neuron9): -1.77184661664
(layer1,neuron3)-(layer2,neuron10): 0.0147761415738
(layer1,neuron4)-(layer2,neuron0): 0.0748117025756
(layer1,neuron4)-(layer2,neuron1): 0.440318145197
(layer1,neuron4)-(layer2,neuron2): 0.10937332195
(layer1,neuron4)-(layer2,neuron3): -0.943956223411
(layer1,neuron4)-(layer2,neuron4): 0.611806775769
(layer1,neuron4)-(layer2,neuron5): 0.174605064026
(layer1,neuron4)-(layer2,neuron6): -1.3716364944
(layer1,neuron4)-(layer2,neuron7): -0.105083196919
(layer1,neuron4)-(layer2,neuron8): 0.974362170391
(layer1,neuron4)-(layer2,neuron9): -0.587817942551
(layer1,neuron4)-(layer2,neuron10): 0.49475017574
(layer1,neuron5)-(layer2,neuron0): -0.355868797991
(layer1,neuron5)-(layer2,neuron1): 0.798466370303
(layer1,neuron5)-(layer2,neuron2): -0.301317740464
(layer1,neuron5)-(layer2,neuron3): -0.470774353288
(layer1,neuron5)-(layer2,neuron4): -2.10205945885
(layer1,neuron5)-(layer2,neuron5): -0.941291976518
(layer1,neuron5)-(layer2,neuron6): -1.01517713065
(layer1,neuron5)-(layer2,neuron7): 0.366903301312
(layer1,neuron5)-(layer2,neuron8): -2.30991532948
(layer1,neuron5)-(layer2,neuron9): 1.51449865833
(layer1,neuron5)-(layer2,neuron10): -1.19139712082
(layer1,neuron6)-(layer2,neuron0): -1.14081935226
(layer1,neuron6)-(layer2,neuron1): 1.38350690752
(layer1,neuron6)-(layer2,neuron2): -1.25454546237
(layer1,neuron6)-(layer2,neuron3): -1.8247331085
(layer1,neuron6)-(layer2,neuron4): 0.649274024831
(layer1,neuron6)-(layer2,neuron5): -0.36254414559
(layer1,neuron6)-(layer2,neuron6): -0.283800528364
(layer1,neuron6)-(layer2,neuron7): -2.53681588776
(layer1,neuron6)-(layer2,neuron8): -1.25643135108
(layer1,neuron6)-(layer2,neuron9): 1.78228850153
(layer1,neuron6)-(layer2,neuron10): -3.79000825863
(layer1,neuron7)-(layer2,neuron0): 1.30541655269
(layer1,neuron7)-(layer2,neuron1): 0.609669952768
(layer1,neuron7)-(layer2,neuron2): -0.997894429776
(layer1,neuron7)-(layer2,neuron3): -1.05112890872
(layer1,neuron7)-(layer2,neuron4): -1.3243785877
(layer1,neuron7)-(layer2,neuron5): -0.953717071556
(layer1,neuron7)-(layer2,neuron6): -0.827524604245
(layer1,neuron7)-(layer2,neuron7): -1.78685707522
(layer1,neuron7)-(layer2,neuron8): -0.401958605311
(layer1,neuron7)-(layer2,neuron9): -1.1314443295
(layer1,neuron7)-(layer2,neuron10): 0.982098067109
(layer1,neuron8)-(layer2,neuron0): -1.51681397528
(layer1,neuron8)-(layer2,neuron1): 0.486858955773
(layer1,neuron8)-(layer2,neuron2): 0.554801189685
(layer1,neuron8)-(layer2,neuron3): 0.804493536568
(layer1,neuron8)-(layer2,neuron4): -1.73586118301
(layer1,neuron8)-(layer2,neuron5): 0.854864287335
(layer1,neuron8)-(layer2,neuron6): -2.32931387951
(layer1,neuron8)-(layer2,neuron7): 0.0677493731319
(layer1,neuron8)-(layer2,neuron8): -0.325424308099
(layer1,neuron8)-(layer2,neuron9): -2.07776530908
(layer1,neuron8)-(layer2,neuron10): 1.54106282269
(layer1,neuron9)-(layer2,neuron0): 0.108639302536
(layer1,neuron9)-(layer2,neuron1): 1.1954117822
(layer1,neuron9)-(layer2,neuron2): 1.22030470103
(layer1,neuron9)-(layer2,neuron3): 0.175158060472
(layer1,neuron9)-(layer2,neuron4): 1.08248985919
(layer1,neuron9)-(layer2,neuron5): -1.51214619356
(layer1,neuron9)-(layer2,neuron6): -1.25111249852
(layer1,neuron9)-(layer2,neuron7): -0.607143000576
(layer1,neuron9)-(layer2,neuron8): -0.79868042893
(layer1,neuron9)-(layer2,neuron9): -1.69956162014
(layer1,neuron9)-(layer2,neuron10): -0.436039683171
(layer1,neuron10)-(layer2,neuron0): 1.02038062301
(layer1,neuron10)-(layer2,neuron1): -0.0874114651715
(layer1,neuron10)-(layer2,neuron2): -1.9513630966
(layer1,neuron10)-(layer2,neuron3): 1.38187868298
(layer1,neuron10)-(layer2,neuron4): -1.59399543553
(layer1,neuron10)-(layer2,neuron5): -0.663593262939
(layer1,neuron10)-(layer2,neuron6): -1.23844253632
(layer1,neuron10)-(layer2,neuron7): 0.423221849104
(layer1,neuron10)-(layer2,neuron8): -0.245928643708
(layer1,neuron10)-(layer2,neuron9): -0.230892445198
(layer1,neuron10)-(layer2,neuron10): -0.767730918556
(layer1,neuron11)-(layer2,neuron0): 0.919236340541
(layer1,neuron11)-(layer2,neuron1): -0.18101280763
(layer1,neuron11)-(layer2,neuron2): 0.733597012969
(layer1,neuron11)-(layer2,neuron3): -1.28520151567
(layer1,neuron11)-(layer2,neuron4): -0.529107755428
(layer1,neuron11)-(layer2,neuron5): -1.61816966813
(layer1,neuron11)-(layer2,neuron6): 0.857942955183
(layer1,neuron11)-(layer2,neuron7): 0.932366702392
(layer1,neuron11)-(layer2,neuron8): -0.0215924908217
(layer1,neuron11)-(layer2,neuron9): 1.05555548834
(layer1,neuron11)-(layer2,neuron10): 0.829107187626
(layer1,neuron12)-(layer2,neuron0): -0.107281481127
(layer1,neuron12)-(layer2,neuron1): 0.720913998432
(layer1,neuron12)-(layer2,neuron2): -0.750163460215
(layer1,neuron12)-(layer2,neuron3): -0.412157844683
(layer1,neuron12)-(layer2,neuron4): 1.4342380059
(layer1,neuron12)-(layer2,neuron5): 0.841197894984
(layer1,neuron12)-(layer2,neuron6): -2.22033519047
(layer1,neuron12)-(layer2,neuron7): -2.18346526138
(layer1,neuron12)-(layer2,neuron8): 0.323067961383
(layer1,neuron12)-(layer2,neuron9): -0.183165788869
(layer1,neuron12)-(layer2,neuron10): 1.63695245616
(layer2,neuron0)-(layer3,neuron0): -0.621010055337
(layer2,neuron1)-(layer3,neuron0): 0.317622869302
(layer2,neuron2)-(layer3,neuron0): -0.712821108276
(layer2,neuron3)-(layer3,neuron0): -0.153334496289
(layer2,neuron4)-(layer3,neuron0): -0.416810972484
(layer2,neuron5)-(layer3,neuron0): -1.13069444625
(layer2,neuron6)-(layer3,neuron0): -1.2913160634
(layer2,neuron7)-(layer3,neuron0): -0.386907071389
(layer2,neuron8)-(layer3,neuron0): 1.10629872537
(layer2,neuron9)-(layer3,neuron0): 1.33656812807
(layer2,neuron10)-(layer3,neuron0): -0.760790279001
(layer2,neuron11)-(layer3,neuron0): 0.924709720359