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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:08:49 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: 10764


#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'    [0,0.999995052814]
LRWW                          LRWW                              'F'    [2.17662395269e-15,1.0015938282]
LRWg                          LRWg                              'F'    [0,0.999949336052]
LRWj                          LRWj                              'F'    [-0.00159388501197,1]
LRZZ                          LRZZ                              'F'    [0,0.995219707489]
Met                           Met                               'F'    [15.1351919174,275.269592285]
MetDelPhi                     MetDelPhi                         'F'    [0.126148730516,3.13938593864]
MetSpec                       MetSpec                           'F'    [15.0015153885,147.88381958]
dPhiLeptons                   dPhiLeptons                       'F'    [0.000421762466431,3.13967418671]
dRLeptons                     dRLeptons                         'F'    [0.407130092382,4.52171230316]
dimass                        dimass                            'F'    [16.0061912537,453.994476318]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.68947161687
(layer0,neuron0)-(layer1,neuron1): 2.46811847137
(layer0,neuron0)-(layer1,neuron2): -0.423152830379
(layer0,neuron0)-(layer1,neuron3): 1.69963897811
(layer0,neuron0)-(layer1,neuron4): 0.44658574639
(layer0,neuron0)-(layer1,neuron5): 2.81125094116
(layer0,neuron0)-(layer1,neuron6): 1.4128234943
(layer0,neuron0)-(layer1,neuron7): -1.05771622016
(layer0,neuron0)-(layer1,neuron8): -0.147017678974
(layer0,neuron0)-(layer1,neuron9): 1.41765000357
(layer0,neuron0)-(layer1,neuron10): 1.22595288765
(layer0,neuron0)-(layer1,neuron11): 1.01872438903
(layer0,neuron1)-(layer1,neuron0): 1.6949203932
(layer0,neuron1)-(layer1,neuron1): 1.38960340589
(layer0,neuron1)-(layer1,neuron2): 1.32069998834
(layer0,neuron1)-(layer1,neuron3): -2.01801991442
(layer0,neuron1)-(layer1,neuron4): 1.09930204618
(layer0,neuron1)-(layer1,neuron5): 0.0577161940141
(layer0,neuron1)-(layer1,neuron6): -1.45102093812
(layer0,neuron1)-(layer1,neuron7): 1.0798793145
(layer0,neuron1)-(layer1,neuron8): 1.99076231887
(layer0,neuron1)-(layer1,neuron9): 1.87492660466
(layer0,neuron1)-(layer1,neuron10): 0.515121015333
(layer0,neuron1)-(layer1,neuron11): -0.171338996869
(layer0,neuron2)-(layer1,neuron0): 0.367772800095
(layer0,neuron2)-(layer1,neuron1): 1.06070577029
(layer0,neuron2)-(layer1,neuron2): -0.415939877334
(layer0,neuron2)-(layer1,neuron3): -1.43367176359
(layer0,neuron2)-(layer1,neuron4): 2.04739248233
(layer0,neuron2)-(layer1,neuron5): 0.0278830496318
(layer0,neuron2)-(layer1,neuron6): -0.0745996992554
(layer0,neuron2)-(layer1,neuron7): -0.537697174963
(layer0,neuron2)-(layer1,neuron8): -0.602874366044
(layer0,neuron2)-(layer1,neuron9): -0.414541132316
(layer0,neuron2)-(layer1,neuron10): -1.31916752653
(layer0,neuron2)-(layer1,neuron11): 0.512091501684
(layer0,neuron3)-(layer1,neuron0): 0.493118744662
(layer0,neuron3)-(layer1,neuron1): 0.93909476047
(layer0,neuron3)-(layer1,neuron2): 1.2323456922
(layer0,neuron3)-(layer1,neuron3): 1.6345913291
(layer0,neuron3)-(layer1,neuron4): -1.23419523826
(layer0,neuron3)-(layer1,neuron5): 0.0207828084135
(layer0,neuron3)-(layer1,neuron6): -0.716466572015
(layer0,neuron3)-(layer1,neuron7): -1.60339636511
(layer0,neuron3)-(layer1,neuron8): -0.827529150523
(layer0,neuron3)-(layer1,neuron9): -1.53694140177
(layer0,neuron3)-(layer1,neuron10): -0.30531233154
(layer0,neuron3)-(layer1,neuron11): 1.01367913176
(layer0,neuron4)-(layer1,neuron0): 0.251421688772
(layer0,neuron4)-(layer1,neuron1): -0.607429091848
(layer0,neuron4)-(layer1,neuron2): 1.14115692728
(layer0,neuron4)-(layer1,neuron3): -1.31513393851
(layer0,neuron4)-(layer1,neuron4): -0.0408543796027
(layer0,neuron4)-(layer1,neuron5): -0.484164568344
(layer0,neuron4)-(layer1,neuron6): -0.332152196276
(layer0,neuron4)-(layer1,neuron7): 0.977672462647
(layer0,neuron4)-(layer1,neuron8): 0.0258241271912
(layer0,neuron4)-(layer1,neuron9): 0.67740797703
(layer0,neuron4)-(layer1,neuron10): -0.0863185979078
(layer0,neuron4)-(layer1,neuron11): -0.0669044089067
(layer0,neuron5)-(layer1,neuron0): -0.894786887116
(layer0,neuron5)-(layer1,neuron1): -0.639302455819
(layer0,neuron5)-(layer1,neuron2): -2.04460780261
(layer0,neuron5)-(layer1,neuron3): 0.430452227569
(layer0,neuron5)-(layer1,neuron4): 1.17353111612
(layer0,neuron5)-(layer1,neuron5): -1.73548929731
(layer0,neuron5)-(layer1,neuron6): 1.49001559107
(layer0,neuron5)-(layer1,neuron7): -0.0982667284914
(layer0,neuron5)-(layer1,neuron8): -0.187589697844
(layer0,neuron5)-(layer1,neuron9): 0.216471725832
(layer0,neuron5)-(layer1,neuron10): -0.166248770446
(layer0,neuron5)-(layer1,neuron11): -0.966267509744
(layer0,neuron6)-(layer1,neuron0): -1.14296519346
(layer0,neuron6)-(layer1,neuron1): -0.100639965261
(layer0,neuron6)-(layer1,neuron2): 1.14100397324
(layer0,neuron6)-(layer1,neuron3): -0.681796545233
(layer0,neuron6)-(layer1,neuron4): 0.0622589454018
(layer0,neuron6)-(layer1,neuron5): -0.466778592619
(layer0,neuron6)-(layer1,neuron6): -1.22068592984
(layer0,neuron6)-(layer1,neuron7): 1.65404128285
(layer0,neuron6)-(layer1,neuron8): 0.365689224369
(layer0,neuron6)-(layer1,neuron9): 1.60840462917
(layer0,neuron6)-(layer1,neuron10): 1.43284256757
(layer0,neuron6)-(layer1,neuron11): 0.670170525852
(layer0,neuron7)-(layer1,neuron0): -0.532948904736
(layer0,neuron7)-(layer1,neuron1): 0.27841373003
(layer0,neuron7)-(layer1,neuron2): 1.85759424048
(layer0,neuron7)-(layer1,neuron3): -0.828322963396
(layer0,neuron7)-(layer1,neuron4): 1.58338488156
(layer0,neuron7)-(layer1,neuron5): -0.676549466364
(layer0,neuron7)-(layer1,neuron6): -0.370525217296
(layer0,neuron7)-(layer1,neuron7): 0.181119839149
(layer0,neuron7)-(layer1,neuron8): 0.00401875111017
(layer0,neuron7)-(layer1,neuron9): 1.46085918945
(layer0,neuron7)-(layer1,neuron10): -1.47611118547
(layer0,neuron7)-(layer1,neuron11): 2.24030698018
(layer0,neuron8)-(layer1,neuron0): -0.300457172119
(layer0,neuron8)-(layer1,neuron1): -0.630262739338
(layer0,neuron8)-(layer1,neuron2): 1.62869958852
(layer0,neuron8)-(layer1,neuron3): -1.86833005835
(layer0,neuron8)-(layer1,neuron4): -0.0597147926926
(layer0,neuron8)-(layer1,neuron5): 0.890218578165
(layer0,neuron8)-(layer1,neuron6): -0.57369276538
(layer0,neuron8)-(layer1,neuron7): -0.0593194966289
(layer0,neuron8)-(layer1,neuron8): 1.74575792663
(layer0,neuron8)-(layer1,neuron9): -0.0115206220043
(layer0,neuron8)-(layer1,neuron10): 1.37607693504
(layer0,neuron8)-(layer1,neuron11): -1.04589448457
(layer0,neuron9)-(layer1,neuron0): -0.18348406164
(layer0,neuron9)-(layer1,neuron1): -1.66890673007
(layer0,neuron9)-(layer1,neuron2): 1.74456096664
(layer0,neuron9)-(layer1,neuron3): -1.13193169806
(layer0,neuron9)-(layer1,neuron4): -0.123858744192
(layer0,neuron9)-(layer1,neuron5): 0.645571152923
(layer0,neuron9)-(layer1,neuron6): -1.4605785518
(layer0,neuron9)-(layer1,neuron7): 1.21035337926
(layer0,neuron9)-(layer1,neuron8): -1.30209058901
(layer0,neuron9)-(layer1,neuron9): -1.89606467655
(layer0,neuron9)-(layer1,neuron10): -0.970749837824
(layer0,neuron9)-(layer1,neuron11): 0.483657791203
(layer0,neuron10)-(layer1,neuron0): -0.629659772199
(layer0,neuron10)-(layer1,neuron1): 0.956483859624
(layer0,neuron10)-(layer1,neuron2): 1.84448494101
(layer0,neuron10)-(layer1,neuron3): -2.02560280302
(layer0,neuron10)-(layer1,neuron4): 0.871100694797
(layer0,neuron10)-(layer1,neuron5): -1.27451436415
(layer0,neuron10)-(layer1,neuron6): -2.97012618152
(layer0,neuron10)-(layer1,neuron7): 1.3168952534
(layer0,neuron10)-(layer1,neuron8): -0.399895643952
(layer0,neuron10)-(layer1,neuron9): -1.18425791557
(layer0,neuron10)-(layer1,neuron10): -1.04903214186
(layer0,neuron10)-(layer1,neuron11): -1.10322828766
(layer0,neuron11)-(layer1,neuron0): -1.07156372216
(layer0,neuron11)-(layer1,neuron1): 0.1485370679
(layer0,neuron11)-(layer1,neuron2): -0.229060144428
(layer0,neuron11)-(layer1,neuron3): 0.939342936803
(layer0,neuron11)-(layer1,neuron4): 1.0467399562
(layer0,neuron11)-(layer1,neuron5): 1.43588231715
(layer0,neuron11)-(layer1,neuron6): -2.05800989754
(layer0,neuron11)-(layer1,neuron7): -1.49010124289
(layer0,neuron11)-(layer1,neuron8): 2.20364518992
(layer0,neuron11)-(layer1,neuron9): -1.36770861396
(layer0,neuron11)-(layer1,neuron10): 0.4960931576
(layer0,neuron11)-(layer1,neuron11): -0.191259378012
(layer1,neuron0)-(layer2,neuron0): -1.62026632472
(layer1,neuron0)-(layer2,neuron1): 0.372087454187
(layer1,neuron0)-(layer2,neuron2): -0.836598772032
(layer1,neuron0)-(layer2,neuron3): -0.81484387885
(layer1,neuron0)-(layer2,neuron4): -2.21779873734
(layer1,neuron0)-(layer2,neuron5): -0.213337484472
(layer1,neuron0)-(layer2,neuron6): 1.58944388957
(layer1,neuron0)-(layer2,neuron7): 1.65919707074
(layer1,neuron0)-(layer2,neuron8): 1.61085409112
(layer1,neuron0)-(layer2,neuron9): -1.94054211125
(layer1,neuron0)-(layer2,neuron10): -0.377439690829
(layer1,neuron1)-(layer2,neuron0): 0.720781463381
(layer1,neuron1)-(layer2,neuron1): -1.55250264048
(layer1,neuron1)-(layer2,neuron2): -0.944260135389
(layer1,neuron1)-(layer2,neuron3): -0.0592950762343
(layer1,neuron1)-(layer2,neuron4): 1.44529565768
(layer1,neuron1)-(layer2,neuron5): -1.91829715865
(layer1,neuron1)-(layer2,neuron6): -0.772045777534
(layer1,neuron1)-(layer2,neuron7): 0.0608678820918
(layer1,neuron1)-(layer2,neuron8): -1.37076557204
(layer1,neuron1)-(layer2,neuron9): -2.02892542289
(layer1,neuron1)-(layer2,neuron10): 1.21725204627
(layer1,neuron2)-(layer2,neuron0): 0.533339541419
(layer1,neuron2)-(layer2,neuron1): -0.113042335879
(layer1,neuron2)-(layer2,neuron2): -0.933195949206
(layer1,neuron2)-(layer2,neuron3): -0.144312905385
(layer1,neuron2)-(layer2,neuron4): 1.03847673929
(layer1,neuron2)-(layer2,neuron5): -1.44957876836
(layer1,neuron2)-(layer2,neuron6): 1.00627288691
(layer1,neuron2)-(layer2,neuron7): -2.00149571179
(layer1,neuron2)-(layer2,neuron8): 0.259737688883
(layer1,neuron2)-(layer2,neuron9): -0.114584347259
(layer1,neuron2)-(layer2,neuron10): -0.471001528605
(layer1,neuron3)-(layer2,neuron0): -1.24264878812
(layer1,neuron3)-(layer2,neuron1): 1.00396420278
(layer1,neuron3)-(layer2,neuron2): 0.909049690438
(layer1,neuron3)-(layer2,neuron3): -2.10979698071
(layer1,neuron3)-(layer2,neuron4): 0.594035806627
(layer1,neuron3)-(layer2,neuron5): 0.293255648567
(layer1,neuron3)-(layer2,neuron6): 1.61509860238
(layer1,neuron3)-(layer2,neuron7): 0.276763855331
(layer1,neuron3)-(layer2,neuron8): -1.2384202785
(layer1,neuron3)-(layer2,neuron9): -1.56665766789
(layer1,neuron3)-(layer2,neuron10): 0.141770253825
(layer1,neuron4)-(layer2,neuron0): 0.622551358757
(layer1,neuron4)-(layer2,neuron1): 0.426458335674
(layer1,neuron4)-(layer2,neuron2): 0.380497935751
(layer1,neuron4)-(layer2,neuron3): -0.865286756365
(layer1,neuron4)-(layer2,neuron4): 0.331157451241
(layer1,neuron4)-(layer2,neuron5): -0.485141225589
(layer1,neuron4)-(layer2,neuron6): -1.58046599348
(layer1,neuron4)-(layer2,neuron7): 0.278150472348
(layer1,neuron4)-(layer2,neuron8): 0.923537394177
(layer1,neuron4)-(layer2,neuron9): -0.0939593468247
(layer1,neuron4)-(layer2,neuron10): 0.623266383668
(layer1,neuron5)-(layer2,neuron0): -0.149745497594
(layer1,neuron5)-(layer2,neuron1): 0.899193093299
(layer1,neuron5)-(layer2,neuron2): -0.334595408362
(layer1,neuron5)-(layer2,neuron3): -0.574162642714
(layer1,neuron5)-(layer2,neuron4): -2.2941624649
(layer1,neuron5)-(layer2,neuron5): -1.40408998351
(layer1,neuron5)-(layer2,neuron6): -0.915244140366
(layer1,neuron5)-(layer2,neuron7): 0.528315202662
(layer1,neuron5)-(layer2,neuron8): -2.28050451116
(layer1,neuron5)-(layer2,neuron9): 1.41733005097
(layer1,neuron5)-(layer2,neuron10): -0.565252821917
(layer1,neuron6)-(layer2,neuron0): -1.0709555679
(layer1,neuron6)-(layer2,neuron1): 1.39905326023
(layer1,neuron6)-(layer2,neuron2): -1.27665969484
(layer1,neuron6)-(layer2,neuron3): -1.86225415715
(layer1,neuron6)-(layer2,neuron4): 0.835652224321
(layer1,neuron6)-(layer2,neuron5): -0.907710765301
(layer1,neuron6)-(layer2,neuron6): -0.057291416539
(layer1,neuron6)-(layer2,neuron7): -2.3445159515
(layer1,neuron6)-(layer2,neuron8): -0.892000036886
(layer1,neuron6)-(layer2,neuron9): 1.88578874509
(layer1,neuron6)-(layer2,neuron10): -3.79678665945
(layer1,neuron7)-(layer2,neuron0): 1.48625443624
(layer1,neuron7)-(layer2,neuron1): 0.645113921808
(layer1,neuron7)-(layer2,neuron2): -0.364622994803
(layer1,neuron7)-(layer2,neuron3): -1.10644833504
(layer1,neuron7)-(layer2,neuron4): -1.37038239463
(layer1,neuron7)-(layer2,neuron5): -0.867636875213
(layer1,neuron7)-(layer2,neuron6): -0.89459776991
(layer1,neuron7)-(layer2,neuron7): -1.62415720558
(layer1,neuron7)-(layer2,neuron8): -0.0169522138992
(layer1,neuron7)-(layer2,neuron9): -1.22410359696
(layer1,neuron7)-(layer2,neuron10): 1.76490094441
(layer1,neuron8)-(layer2,neuron0): -1.30849134993
(layer1,neuron8)-(layer2,neuron1): 0.568273141941
(layer1,neuron8)-(layer2,neuron2): 0.790925949863
(layer1,neuron8)-(layer2,neuron3): 0.775698804791
(layer1,neuron8)-(layer2,neuron4): -1.85566818945
(layer1,neuron8)-(layer2,neuron5): 0.714413960234
(layer1,neuron8)-(layer2,neuron6): -2.25079020103
(layer1,neuron8)-(layer2,neuron7): 0.25473412611
(layer1,neuron8)-(layer2,neuron8): -0.557552881559
(layer1,neuron8)-(layer2,neuron9): -2.16774220681
(layer1,neuron8)-(layer2,neuron10): 1.81875553227
(layer1,neuron9)-(layer2,neuron0): 0.0379375156501
(layer1,neuron9)-(layer2,neuron1): 1.29207718992
(layer1,neuron9)-(layer2,neuron2): 1.51013575289
(layer1,neuron9)-(layer2,neuron3): 0.12727025088
(layer1,neuron9)-(layer2,neuron4): 1.02316284298
(layer1,neuron9)-(layer2,neuron5): -1.21724487367
(layer1,neuron9)-(layer2,neuron6): -1.28360236575
(layer1,neuron9)-(layer2,neuron7): -0.517124505659
(layer1,neuron9)-(layer2,neuron8): -0.437396175358
(layer1,neuron9)-(layer2,neuron9): -1.63495764912
(layer1,neuron9)-(layer2,neuron10): -0.978373772343
(layer1,neuron10)-(layer2,neuron0): 1.14155609592
(layer1,neuron10)-(layer2,neuron1): 0.0473711332507
(layer1,neuron10)-(layer2,neuron2): -1.95716839975
(layer1,neuron10)-(layer2,neuron3): 1.29040199777
(layer1,neuron10)-(layer2,neuron4): -1.67495038263
(layer1,neuron10)-(layer2,neuron5): -0.657567459273
(layer1,neuron10)-(layer2,neuron6): -1.37114607512
(layer1,neuron10)-(layer2,neuron7): 0.652014382396
(layer1,neuron10)-(layer2,neuron8): -0.343047405771
(layer1,neuron10)-(layer2,neuron9): -0.35508844842
(layer1,neuron10)-(layer2,neuron10): -0.834137137529
(layer1,neuron11)-(layer2,neuron0): 0.649399238484
(layer1,neuron11)-(layer2,neuron1): -0.085514538411
(layer1,neuron11)-(layer2,neuron2): 0.142060698011
(layer1,neuron11)-(layer2,neuron3): -1.4172048856
(layer1,neuron11)-(layer2,neuron4): -0.632779109846
(layer1,neuron11)-(layer2,neuron5): -0.775869902341
(layer1,neuron11)-(layer2,neuron6): 0.918950899509
(layer1,neuron11)-(layer2,neuron7): 1.1027484981
(layer1,neuron11)-(layer2,neuron8): 0.0296925498297
(layer1,neuron11)-(layer2,neuron9): 1.13446970132
(layer1,neuron11)-(layer2,neuron10): 0.115485684444
(layer1,neuron12)-(layer2,neuron0): 0.1017731518
(layer1,neuron12)-(layer2,neuron1): 0.809255382495
(layer1,neuron12)-(layer2,neuron2): -0.724195105554
(layer1,neuron12)-(layer2,neuron3): -0.44246583658
(layer1,neuron12)-(layer2,neuron4): 1.26938576802
(layer1,neuron12)-(layer2,neuron5): 0.649919349864
(layer1,neuron12)-(layer2,neuron6): -1.78474438513
(layer1,neuron12)-(layer2,neuron7): -2.01041989901
(layer1,neuron12)-(layer2,neuron8): 0.197815567572
(layer1,neuron12)-(layer2,neuron9): -0.245331404816
(layer1,neuron12)-(layer2,neuron10): 1.78803124452
(layer2,neuron0)-(layer3,neuron0): -0.253301425445
(layer2,neuron1)-(layer3,neuron0): 0.466607184542
(layer2,neuron2)-(layer3,neuron0): -0.250370048128
(layer2,neuron3)-(layer3,neuron0): -0.361160904793
(layer2,neuron4)-(layer3,neuron0): -0.76527057271
(layer2,neuron5)-(layer3,neuron0): -1.45423561896
(layer2,neuron6)-(layer3,neuron0): -1.79892366433
(layer2,neuron7)-(layer3,neuron0): 0.234447070363
(layer2,neuron8)-(layer3,neuron0): 0.859657012334
(layer2,neuron9)-(layer3,neuron0): 1.33940526199
(layer2,neuron10)-(layer3,neuron0): -0.995900695495
(layer2,neuron11)-(layer3,neuron0): 0.795970024289