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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:21:51 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: 18312


#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'    [0,0.999921858311]
LRWW                          LRWW                              'F'    [0,1]
LRWg                          LRWg                              'F'    [0,0.999933362007]
LRWj                          LRWj                              'F'    [0,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.0806331635,233.529418945]
MetDelPhi                     MetDelPhi                         'F'    [0.118904195726,3.13627409935]
MetSpec                       MetSpec                           'F'    [15.0246295929,171.627700806]
dPhiLeptons                   dPhiLeptons                       'F'    [9.91821289062e-05,3.1400179863]
dRLeptons                     dRLeptons                         'F'    [0.400271952152,4.6129732132]
dimass                        dimass                            'F'    [16.0121879578,578.400939941]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.49882997665
(layer0,neuron0)-(layer1,neuron1): 1.50273710141
(layer0,neuron0)-(layer1,neuron2): -0.566712404807
(layer0,neuron0)-(layer1,neuron3): 1.85559039924
(layer0,neuron0)-(layer1,neuron4): 0.0285150841052
(layer0,neuron0)-(layer1,neuron5): 3.55631158624
(layer0,neuron0)-(layer1,neuron6): 1.44337981189
(layer0,neuron0)-(layer1,neuron7): -0.846735229018
(layer0,neuron0)-(layer1,neuron8): 0.295843178716
(layer0,neuron0)-(layer1,neuron9): 1.66171683223
(layer0,neuron0)-(layer1,neuron10): 0.693211283356
(layer0,neuron0)-(layer1,neuron11): 0.280073695425
(layer0,neuron1)-(layer1,neuron0): 1.28337542703
(layer0,neuron1)-(layer1,neuron1): 1.54308249681
(layer0,neuron1)-(layer1,neuron2): 1.20138240262
(layer0,neuron1)-(layer1,neuron3): -2.05786930473
(layer0,neuron1)-(layer1,neuron4): 1.26554175304
(layer0,neuron1)-(layer1,neuron5): -0.436480487648
(layer0,neuron1)-(layer1,neuron6): -1.52659980348
(layer0,neuron1)-(layer1,neuron7): 1.60300020057
(layer0,neuron1)-(layer1,neuron8): 2.25617307372
(layer0,neuron1)-(layer1,neuron9): 1.41463401703
(layer0,neuron1)-(layer1,neuron10): 1.08054149679
(layer0,neuron1)-(layer1,neuron11): -0.336655626386
(layer0,neuron2)-(layer1,neuron0): 0.725860867243
(layer0,neuron2)-(layer1,neuron1): 0.938223072559
(layer0,neuron2)-(layer1,neuron2): -0.105238112791
(layer0,neuron2)-(layer1,neuron3): -1.40017003758
(layer0,neuron2)-(layer1,neuron4): 2.09986915538
(layer0,neuron2)-(layer1,neuron5): -0.440553870221
(layer0,neuron2)-(layer1,neuron6): -0.257413744216
(layer0,neuron2)-(layer1,neuron7): -0.986783795508
(layer0,neuron2)-(layer1,neuron8): -0.568461995154
(layer0,neuron2)-(layer1,neuron9): -0.595557185286
(layer0,neuron2)-(layer1,neuron10): -1.01435534446
(layer0,neuron2)-(layer1,neuron11): 0.485663505945
(layer0,neuron3)-(layer1,neuron0): 0.268991965444
(layer0,neuron3)-(layer1,neuron1): 0.571588809363
(layer0,neuron3)-(layer1,neuron2): 1.26914028151
(layer0,neuron3)-(layer1,neuron3): 1.26002456987
(layer0,neuron3)-(layer1,neuron4): -1.46006270697
(layer0,neuron3)-(layer1,neuron5): 0.113058657333
(layer0,neuron3)-(layer1,neuron6): -0.988145417835
(layer0,neuron3)-(layer1,neuron7): -1.45276622559
(layer0,neuron3)-(layer1,neuron8): 0.0171543340876
(layer0,neuron3)-(layer1,neuron9): -1.81848464918
(layer0,neuron3)-(layer1,neuron10): -0.759416096782
(layer0,neuron3)-(layer1,neuron11): 0.852685587997
(layer0,neuron4)-(layer1,neuron0): 0.378095033735
(layer0,neuron4)-(layer1,neuron1): -0.366026719853
(layer0,neuron4)-(layer1,neuron2): 1.21538005385
(layer0,neuron4)-(layer1,neuron3): -1.21091340603
(layer0,neuron4)-(layer1,neuron4): 0.0989574845297
(layer0,neuron4)-(layer1,neuron5): -0.832023144301
(layer0,neuron4)-(layer1,neuron6): -0.8752837429
(layer0,neuron4)-(layer1,neuron7): 0.000455309443619
(layer0,neuron4)-(layer1,neuron8): -0.254726956892
(layer0,neuron4)-(layer1,neuron9): 0.750966957605
(layer0,neuron4)-(layer1,neuron10): 0.0881784797098
(layer0,neuron4)-(layer1,neuron11): -0.140724949433
(layer0,neuron5)-(layer1,neuron0): -1.04659224569
(layer0,neuron5)-(layer1,neuron1): -0.604407238742
(layer0,neuron5)-(layer1,neuron2): -1.90244159426
(layer0,neuron5)-(layer1,neuron3): 0.00390185624476
(layer0,neuron5)-(layer1,neuron4): 1.12415138837
(layer0,neuron5)-(layer1,neuron5): -1.96621470381
(layer0,neuron5)-(layer1,neuron6): 0.724670559869
(layer0,neuron5)-(layer1,neuron7): -0.873736376056
(layer0,neuron5)-(layer1,neuron8): -0.245496883482
(layer0,neuron5)-(layer1,neuron9): 0.261308255544
(layer0,neuron5)-(layer1,neuron10): 0.199167721647
(layer0,neuron5)-(layer1,neuron11): -0.717684723944
(layer0,neuron6)-(layer1,neuron0): -0.991635178579
(layer0,neuron6)-(layer1,neuron1): -0.623209113169
(layer0,neuron6)-(layer1,neuron2): 1.09679281257
(layer0,neuron6)-(layer1,neuron3): -0.63319521578
(layer0,neuron6)-(layer1,neuron4): -0.305402337243
(layer0,neuron6)-(layer1,neuron5): -0.584888250212
(layer0,neuron6)-(layer1,neuron6): -2.35932966547
(layer0,neuron6)-(layer1,neuron7): 1.8254039871
(layer0,neuron6)-(layer1,neuron8): -0.237142013183
(layer0,neuron6)-(layer1,neuron9): 0.686649025063
(layer0,neuron6)-(layer1,neuron10): 1.59430028579
(layer0,neuron6)-(layer1,neuron11): 0.901183405273
(layer0,neuron7)-(layer1,neuron0): -0.710720590765
(layer0,neuron7)-(layer1,neuron1): 0.213880226583
(layer0,neuron7)-(layer1,neuron2): 1.99045931284
(layer0,neuron7)-(layer1,neuron3): -1.17686636602
(layer0,neuron7)-(layer1,neuron4): 1.38676745509
(layer0,neuron7)-(layer1,neuron5): -0.315236777835
(layer0,neuron7)-(layer1,neuron6): -0.591385433485
(layer0,neuron7)-(layer1,neuron7): -0.757088381012
(layer0,neuron7)-(layer1,neuron8): -0.361553271019
(layer0,neuron7)-(layer1,neuron9): 1.539661477
(layer0,neuron7)-(layer1,neuron10): -0.971059663087
(layer0,neuron7)-(layer1,neuron11): 2.82900252711
(layer0,neuron8)-(layer1,neuron0): -1.0704981649
(layer0,neuron8)-(layer1,neuron1): -0.780581667079
(layer0,neuron8)-(layer1,neuron2): 1.86187482799
(layer0,neuron8)-(layer1,neuron3): -2.07794489328
(layer0,neuron8)-(layer1,neuron4): -0.246069302374
(layer0,neuron8)-(layer1,neuron5): 0.301491671719
(layer0,neuron8)-(layer1,neuron6): -0.815835166447
(layer0,neuron8)-(layer1,neuron7): -0.406843472114
(layer0,neuron8)-(layer1,neuron8): 1.57006197809
(layer0,neuron8)-(layer1,neuron9): -0.724831627785
(layer0,neuron8)-(layer1,neuron10): 0.963168768153
(layer0,neuron8)-(layer1,neuron11): -1.04725865622
(layer0,neuron9)-(layer1,neuron0): -0.547844250302
(layer0,neuron9)-(layer1,neuron1): -1.65996173755
(layer0,neuron9)-(layer1,neuron2): 1.80779179001
(layer0,neuron9)-(layer1,neuron3): -1.15362089949
(layer0,neuron9)-(layer1,neuron4): -0.225077042993
(layer0,neuron9)-(layer1,neuron5): 0.457288131788
(layer0,neuron9)-(layer1,neuron6): -0.820269118535
(layer0,neuron9)-(layer1,neuron7): 0.363342216786
(layer0,neuron9)-(layer1,neuron8): -0.673044464535
(layer0,neuron9)-(layer1,neuron9): -2.10904226206
(layer0,neuron9)-(layer1,neuron10): -1.41802637523
(layer0,neuron9)-(layer1,neuron11): 0.206702906238
(layer0,neuron10)-(layer1,neuron0): -0.627704090924
(layer0,neuron10)-(layer1,neuron1): 0.491810563173
(layer0,neuron10)-(layer1,neuron2): 1.69190310225
(layer0,neuron10)-(layer1,neuron3): -2.23763677174
(layer0,neuron10)-(layer1,neuron4): 0.920294267966
(layer0,neuron10)-(layer1,neuron5): -1.30473125402
(layer0,neuron10)-(layer1,neuron6): -2.35899063823
(layer0,neuron10)-(layer1,neuron7): 0.305533191673
(layer0,neuron10)-(layer1,neuron8): -0.0534074784135
(layer0,neuron10)-(layer1,neuron9): -1.10967844785
(layer0,neuron10)-(layer1,neuron10): -0.934267336068
(layer0,neuron10)-(layer1,neuron11): -1.89440801542
(layer0,neuron11)-(layer1,neuron0): -1.04113048611
(layer0,neuron11)-(layer1,neuron1): -0.176102866322
(layer0,neuron11)-(layer1,neuron2): -0.120290728995
(layer0,neuron11)-(layer1,neuron3): 0.949557036625
(layer0,neuron11)-(layer1,neuron4): 0.948408430777
(layer0,neuron11)-(layer1,neuron5): 1.14956084287
(layer0,neuron11)-(layer1,neuron6): -1.98484275079
(layer0,neuron11)-(layer1,neuron7): -0.500344573641
(layer0,neuron11)-(layer1,neuron8): 2.47811703494
(layer0,neuron11)-(layer1,neuron9): -1.39155916559
(layer0,neuron11)-(layer1,neuron10): 0.0407340779267
(layer0,neuron11)-(layer1,neuron11): 0.136089244118
(layer1,neuron0)-(layer2,neuron0): -1.47322868128
(layer1,neuron0)-(layer2,neuron1): 0.243335770107
(layer1,neuron0)-(layer2,neuron2): -1.05279835636
(layer1,neuron0)-(layer2,neuron3): -0.909381337972
(layer1,neuron0)-(layer2,neuron4): -2.01168376824
(layer1,neuron0)-(layer2,neuron5): -0.0641519619261
(layer1,neuron0)-(layer2,neuron6): 1.58149054268
(layer1,neuron0)-(layer2,neuron7): 1.34694459624
(layer1,neuron0)-(layer2,neuron8): 1.48146271918
(layer1,neuron0)-(layer2,neuron9): -2.59559564552
(layer1,neuron0)-(layer2,neuron10): -0.312279153722
(layer1,neuron1)-(layer2,neuron0): 0.973548287091
(layer1,neuron1)-(layer2,neuron1): -1.57743675257
(layer1,neuron1)-(layer2,neuron2): -0.832497119058
(layer1,neuron1)-(layer2,neuron3): -0.05971841301
(layer1,neuron1)-(layer2,neuron4): 1.21878260068
(layer1,neuron1)-(layer2,neuron5): -1.7181603341
(layer1,neuron1)-(layer2,neuron6): -0.744777723934
(layer1,neuron1)-(layer2,neuron7): 0.0181159063004
(layer1,neuron1)-(layer2,neuron8): -1.50338398341
(layer1,neuron1)-(layer2,neuron9): -1.7351665756
(layer1,neuron1)-(layer2,neuron10): 0.291161449642
(layer1,neuron2)-(layer2,neuron0): 0.561312404959
(layer1,neuron2)-(layer2,neuron1): -0.176899554882
(layer1,neuron2)-(layer2,neuron2): -1.21693065729
(layer1,neuron2)-(layer2,neuron3): -0.158435853364
(layer1,neuron2)-(layer2,neuron4): 1.43604247132
(layer1,neuron2)-(layer2,neuron5): -0.952945823554
(layer1,neuron2)-(layer2,neuron6): 0.911588929169
(layer1,neuron2)-(layer2,neuron7): -2.04275390931
(layer1,neuron2)-(layer2,neuron8): 0.272059592393
(layer1,neuron2)-(layer2,neuron9): -0.111231250252
(layer1,neuron2)-(layer2,neuron10): 0.0707389540035
(layer1,neuron3)-(layer2,neuron0): -1.33982764015
(layer1,neuron3)-(layer2,neuron1): 0.679245903878
(layer1,neuron3)-(layer2,neuron2): 1.17418679296
(layer1,neuron3)-(layer2,neuron3): -2.12122750864
(layer1,neuron3)-(layer2,neuron4): 0.580027995593
(layer1,neuron3)-(layer2,neuron5): 0.47989465985
(layer1,neuron3)-(layer2,neuron6): 1.04264474407
(layer1,neuron3)-(layer2,neuron7): 0.108256668065
(layer1,neuron3)-(layer2,neuron8): -1.49827510004
(layer1,neuron3)-(layer2,neuron9): -1.89095737442
(layer1,neuron3)-(layer2,neuron10): -0.137829137241
(layer1,neuron4)-(layer2,neuron0): 0.465165890499
(layer1,neuron4)-(layer2,neuron1): 0.344539979186
(layer1,neuron4)-(layer2,neuron2): 0.208236736459
(layer1,neuron4)-(layer2,neuron3): -0.901541171976
(layer1,neuron4)-(layer2,neuron4): 0.618206631376
(layer1,neuron4)-(layer2,neuron5): 0.523149422171
(layer1,neuron4)-(layer2,neuron6): -1.28516282317
(layer1,neuron4)-(layer2,neuron7): 0.0223707312691
(layer1,neuron4)-(layer2,neuron8): 0.968466059251
(layer1,neuron4)-(layer2,neuron9): 0.074553215692
(layer1,neuron4)-(layer2,neuron10): 1.34934959977
(layer1,neuron5)-(layer2,neuron0): -0.582451988181
(layer1,neuron5)-(layer2,neuron1): 0.609343710724
(layer1,neuron5)-(layer2,neuron2): -0.711513067502
(layer1,neuron5)-(layer2,neuron3): -0.703453693945
(layer1,neuron5)-(layer2,neuron4): -2.19758775138
(layer1,neuron5)-(layer2,neuron5): -1.41912326891
(layer1,neuron5)-(layer2,neuron6): -1.00019653977
(layer1,neuron5)-(layer2,neuron7): 0.142431968585
(layer1,neuron5)-(layer2,neuron8): -2.13810324726
(layer1,neuron5)-(layer2,neuron9): 1.53233267045
(layer1,neuron5)-(layer2,neuron10): -0.820220284792
(layer1,neuron6)-(layer2,neuron0): -1.17424267611
(layer1,neuron6)-(layer2,neuron1): 1.24311778712
(layer1,neuron6)-(layer2,neuron2): -1.48701605235
(layer1,neuron6)-(layer2,neuron3): -1.93314613839
(layer1,neuron6)-(layer2,neuron4): 0.660328282238
(layer1,neuron6)-(layer2,neuron5): -0.305711551032
(layer1,neuron6)-(layer2,neuron6): 0.021708482484
(layer1,neuron6)-(layer2,neuron7): -2.72168754824
(layer1,neuron6)-(layer2,neuron8): -1.10764703983
(layer1,neuron6)-(layer2,neuron9): 1.23938192406
(layer1,neuron6)-(layer2,neuron10): -3.38262868527
(layer1,neuron7)-(layer2,neuron0): 1.0946032928
(layer1,neuron7)-(layer2,neuron1): 0.348989947312
(layer1,neuron7)-(layer2,neuron2): -0.781242102532
(layer1,neuron7)-(layer2,neuron3): -1.2964972887
(layer1,neuron7)-(layer2,neuron4): -1.1006096947
(layer1,neuron7)-(layer2,neuron5): -0.466667352562
(layer1,neuron7)-(layer2,neuron6): -0.746504034329
(layer1,neuron7)-(layer2,neuron7): -1.90748801225
(layer1,neuron7)-(layer2,neuron8): -0.042781508259
(layer1,neuron7)-(layer2,neuron9): -1.38310254506
(layer1,neuron7)-(layer2,neuron10): 1.39223746212
(layer1,neuron8)-(layer2,neuron0): -1.67180328636
(layer1,neuron8)-(layer2,neuron1): 0.256309208856
(layer1,neuron8)-(layer2,neuron2): 0.563945169517
(layer1,neuron8)-(layer2,neuron3): 0.702938325824
(layer1,neuron8)-(layer2,neuron4): -1.46856261539
(layer1,neuron8)-(layer2,neuron5): 1.33242980661
(layer1,neuron8)-(layer2,neuron6): -2.23924967341
(layer1,neuron8)-(layer2,neuron7): -0.0975215758999
(layer1,neuron8)-(layer2,neuron8): -0.379900280046
(layer1,neuron8)-(layer2,neuron9): -2.20748895775
(layer1,neuron8)-(layer2,neuron10): 1.67494846681
(layer1,neuron9)-(layer2,neuron0): -0.266478862655
(layer1,neuron9)-(layer2,neuron1): 1.16967966706
(layer1,neuron9)-(layer2,neuron2): 1.34690582401
(layer1,neuron9)-(layer2,neuron3): -0.000593929063721
(layer1,neuron9)-(layer2,neuron4): 1.0588198539
(layer1,neuron9)-(layer2,neuron5): -0.923171812082
(layer1,neuron9)-(layer2,neuron6): -1.30071469325
(layer1,neuron9)-(layer2,neuron7): -0.690033643765
(layer1,neuron9)-(layer2,neuron8): -0.726740165762
(layer1,neuron9)-(layer2,neuron9): -1.473385465
(layer1,neuron9)-(layer2,neuron10): -1.49213654701
(layer1,neuron10)-(layer2,neuron0): 0.900802148584
(layer1,neuron10)-(layer2,neuron1): -0.249301911198
(layer1,neuron10)-(layer2,neuron2): -1.94971509801
(layer1,neuron10)-(layer2,neuron3): 1.1753661875
(layer1,neuron10)-(layer2,neuron4): -1.47708171011
(layer1,neuron10)-(layer2,neuron5): -0.269721542383
(layer1,neuron10)-(layer2,neuron6): -1.35281019622
(layer1,neuron10)-(layer2,neuron7): 0.202101861221
(layer1,neuron10)-(layer2,neuron8): -0.281393799963
(layer1,neuron10)-(layer2,neuron9): -0.482187702018
(layer1,neuron10)-(layer2,neuron10): -0.783435797428
(layer1,neuron11)-(layer2,neuron0): 0.80309064897
(layer1,neuron11)-(layer2,neuron1): -0.292791769684
(layer1,neuron11)-(layer2,neuron2): 0.48530738782
(layer1,neuron11)-(layer2,neuron3): -1.31531482721
(layer1,neuron11)-(layer2,neuron4): -0.717300216978
(layer1,neuron11)-(layer2,neuron5): -1.92416007244
(layer1,neuron11)-(layer2,neuron6): 0.768007667763
(layer1,neuron11)-(layer2,neuron7): 0.948634815158
(layer1,neuron11)-(layer2,neuron8): -0.330927312716
(layer1,neuron11)-(layer2,neuron9): 1.75553185905
(layer1,neuron11)-(layer2,neuron10): 0.123760234216
(layer1,neuron12)-(layer2,neuron0): -0.103541959942
(layer1,neuron12)-(layer2,neuron1): 0.450387444129
(layer1,neuron12)-(layer2,neuron2): -0.700824106314
(layer1,neuron12)-(layer2,neuron3): -0.511366336284
(layer1,neuron12)-(layer2,neuron4): 1.57658356183
(layer1,neuron12)-(layer2,neuron5): 1.26856596286
(layer1,neuron12)-(layer2,neuron6): -2.28412929221
(layer1,neuron12)-(layer2,neuron7): -2.24500004583
(layer1,neuron12)-(layer2,neuron8): 0.23187602002
(layer1,neuron12)-(layer2,neuron9): -0.207997711114
(layer1,neuron12)-(layer2,neuron10): 1.62289147262
(layer2,neuron0)-(layer3,neuron0): -0.385380682848
(layer2,neuron1)-(layer3,neuron0): 0.271038427094
(layer2,neuron2)-(layer3,neuron0): -0.863200440768
(layer2,neuron3)-(layer3,neuron0): 0.0559365943421
(layer2,neuron4)-(layer3,neuron0): -0.0823087305729
(layer2,neuron5)-(layer3,neuron0): -0.801273068771
(layer2,neuron6)-(layer3,neuron0): -1.19359837022
(layer2,neuron7)-(layer3,neuron0): -0.221760485692
(layer2,neuron8)-(layer3,neuron0): 0.906963398648
(layer2,neuron9)-(layer3,neuron0): 1.44239093454
(layer2,neuron10)-(layer3,neuron0): -0.572789483719
(layer2,neuron11)-(layer3,neuron0): 0.813883696526