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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.10/00       [330240]
Creator        : thompson
Date           : Tue Jan 22 16:30:00 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: 22756


#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'    [-0.0367123484612,1]
LRZZ                          LRZZ                              'F'    [0,1]
Met                           Met                               'F'    [15.0806331635,275.269592285]
MetDelPhi                     MetDelPhi                         'F'    [0.126148730516,3.13422250748]
MetSpec                       MetSpec                           'F'    [15.0024642944,215.058685303]
dPhiLeptons                   dPhiLeptons                       'F'    [2.5749206543e-05,3.14062619209]
dRLeptons                     dRLeptons                         'F'    [0.397228628397,4.5256857872]
dimass                        dimass                            'F'    [16.0042724609,557.91784668]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): 1.33329445529
(layer0,neuron0)-(layer1,neuron1): 1.16277771851
(layer0,neuron0)-(layer1,neuron2): 1.01505145721
(layer0,neuron0)-(layer1,neuron3): 2.43873945526
(layer0,neuron0)-(layer1,neuron4): 0.282207840499
(layer0,neuron0)-(layer1,neuron5): 1.97893752772
(layer0,neuron0)-(layer1,neuron6): 0.980825847721
(layer0,neuron0)-(layer1,neuron7): -0.497444433654
(layer0,neuron0)-(layer1,neuron8): 0.335050756306
(layer0,neuron0)-(layer1,neuron9): 1.09622508031
(layer0,neuron0)-(layer1,neuron10): -0.253988971201
(layer0,neuron0)-(layer1,neuron11): -0.267675151557
(layer0,neuron1)-(layer1,neuron0): 1.09971141829
(layer0,neuron1)-(layer1,neuron1): 0.149953386105
(layer0,neuron1)-(layer1,neuron2): 0.843090563191
(layer0,neuron1)-(layer1,neuron3): -1.60706900818
(layer0,neuron1)-(layer1,neuron4): 1.43681882699
(layer0,neuron1)-(layer1,neuron5): -0.202057876953
(layer0,neuron1)-(layer1,neuron6): -1.19666911068
(layer0,neuron1)-(layer1,neuron7): 1.33915873994
(layer0,neuron1)-(layer1,neuron8): 0.602273967674
(layer0,neuron1)-(layer1,neuron9): 1.26372118783
(layer0,neuron1)-(layer1,neuron10): -0.654516104832
(layer0,neuron1)-(layer1,neuron11): 0.00140995237275
(layer0,neuron2)-(layer1,neuron0): 0.759196590576
(layer0,neuron2)-(layer1,neuron1): 0.815004205907
(layer0,neuron2)-(layer1,neuron2): 0.616173541746
(layer0,neuron2)-(layer1,neuron3): -1.52849890268
(layer0,neuron2)-(layer1,neuron4): 1.96121323114
(layer0,neuron2)-(layer1,neuron5): 0.192418399929
(layer0,neuron2)-(layer1,neuron6): -0.863394780056
(layer0,neuron2)-(layer1,neuron7): -0.371056006998
(layer0,neuron2)-(layer1,neuron8): -0.697601965212
(layer0,neuron2)-(layer1,neuron9): -0.74305668982
(layer0,neuron2)-(layer1,neuron10): 0.193415301314
(layer0,neuron2)-(layer1,neuron11): 0.757708646437
(layer0,neuron3)-(layer1,neuron0): 0.473593201304
(layer0,neuron3)-(layer1,neuron1): 0.393657302073
(layer0,neuron3)-(layer1,neuron2): 0.791034796119
(layer0,neuron3)-(layer1,neuron3): 1.65996543257
(layer0,neuron3)-(layer1,neuron4): -0.908458372717
(layer0,neuron3)-(layer1,neuron5): -0.440228385776
(layer0,neuron3)-(layer1,neuron6): -0.367107450725
(layer0,neuron3)-(layer1,neuron7): -1.87177824803
(layer0,neuron3)-(layer1,neuron8): -0.971562482516
(layer0,neuron3)-(layer1,neuron9): -1.27377717447
(layer0,neuron3)-(layer1,neuron10): -0.377500764119
(layer0,neuron3)-(layer1,neuron11): 1.07692461516
(layer0,neuron4)-(layer1,neuron0): 0.340514893674
(layer0,neuron4)-(layer1,neuron1): 0.535632224968
(layer0,neuron4)-(layer1,neuron2): 1.21048763668
(layer0,neuron4)-(layer1,neuron3): -1.45046362656
(layer0,neuron4)-(layer1,neuron4): -0.52807081353
(layer0,neuron4)-(layer1,neuron5): -1.55288250964
(layer0,neuron4)-(layer1,neuron6): -0.33941337326
(layer0,neuron4)-(layer1,neuron7): 0.594978500729
(layer0,neuron4)-(layer1,neuron8): 0.335338524301
(layer0,neuron4)-(layer1,neuron9): 0.169926658425
(layer0,neuron4)-(layer1,neuron10): -0.994075175569
(layer0,neuron4)-(layer1,neuron11): -0.705430305573
(layer0,neuron5)-(layer1,neuron0): -0.801875085669
(layer0,neuron5)-(layer1,neuron1): -1.21749274577
(layer0,neuron5)-(layer1,neuron2): -2.52246299848
(layer0,neuron5)-(layer1,neuron3): 0.82706815999
(layer0,neuron5)-(layer1,neuron4): 1.50517666642
(layer0,neuron5)-(layer1,neuron5): -2.12810266934
(layer0,neuron5)-(layer1,neuron6): 2.00718292822
(layer0,neuron5)-(layer1,neuron7): -0.570436631355
(layer0,neuron5)-(layer1,neuron8): -0.527511306319
(layer0,neuron5)-(layer1,neuron9): 0.823801929556
(layer0,neuron5)-(layer1,neuron10): -0.188488569028
(layer0,neuron5)-(layer1,neuron11): -1.60433270682
(layer0,neuron6)-(layer1,neuron0): -1.29084169764
(layer0,neuron6)-(layer1,neuron1): -0.454405206721
(layer0,neuron6)-(layer1,neuron2): 1.87137099411
(layer0,neuron6)-(layer1,neuron3): -1.30020376167
(layer0,neuron6)-(layer1,neuron4): -0.438387784549
(layer0,neuron6)-(layer1,neuron5): -0.285498185855
(layer0,neuron6)-(layer1,neuron6): -1.28440451368
(layer0,neuron6)-(layer1,neuron7): 1.09429857179
(layer0,neuron6)-(layer1,neuron8): -0.0735405486251
(layer0,neuron6)-(layer1,neuron9): 0.405604665616
(layer0,neuron6)-(layer1,neuron10): 1.32666270235
(layer0,neuron6)-(layer1,neuron11): 1.12859317187
(layer0,neuron7)-(layer1,neuron0): -0.293485966062
(layer0,neuron7)-(layer1,neuron1): -0.15553280442
(layer0,neuron7)-(layer1,neuron2): 1.3352260543
(layer0,neuron7)-(layer1,neuron3): -0.321402097309
(layer0,neuron7)-(layer1,neuron4): 1.73633217739
(layer0,neuron7)-(layer1,neuron5): -0.194597314664
(layer0,neuron7)-(layer1,neuron6): 0.666405969052
(layer0,neuron7)-(layer1,neuron7): -0.677671996569
(layer0,neuron7)-(layer1,neuron8): -0.6407388807
(layer0,neuron7)-(layer1,neuron9): 2.1075965502
(layer0,neuron7)-(layer1,neuron10): -1.51131910274
(layer0,neuron7)-(layer1,neuron11): 1.63983468891
(layer0,neuron8)-(layer1,neuron0): 0.000281788068856
(layer0,neuron8)-(layer1,neuron1): -1.41887267887
(layer0,neuron8)-(layer1,neuron2): 2.15206959289
(layer0,neuron8)-(layer1,neuron3): -1.75023854572
(layer0,neuron8)-(layer1,neuron4): 0.437451262053
(layer0,neuron8)-(layer1,neuron5): 0.562726068619
(layer0,neuron8)-(layer1,neuron6): 0.246352581971
(layer0,neuron8)-(layer1,neuron7): -0.414590186653
(layer0,neuron8)-(layer1,neuron8): 2.06962276933
(layer0,neuron8)-(layer1,neuron9): 0.256146400356
(layer0,neuron8)-(layer1,neuron10): 0.23950093577
(layer0,neuron8)-(layer1,neuron11): -1.58492959704
(layer0,neuron9)-(layer1,neuron0): -0.0522454373278
(layer0,neuron9)-(layer1,neuron1): -2.05763379793
(layer0,neuron9)-(layer1,neuron2): 1.58599272332
(layer0,neuron9)-(layer1,neuron3): -1.07010558537
(layer0,neuron9)-(layer1,neuron4): 0.0701147722504
(layer0,neuron9)-(layer1,neuron5): 0.531604693028
(layer0,neuron9)-(layer1,neuron6): -0.43356509284
(layer0,neuron9)-(layer1,neuron7): 0.690502300859
(layer0,neuron9)-(layer1,neuron8): -1.29837092802
(layer0,neuron9)-(layer1,neuron9): -2.24191200712
(layer0,neuron9)-(layer1,neuron10): -1.23887399705
(layer0,neuron9)-(layer1,neuron11): 0.373215951522
(layer0,neuron10)-(layer1,neuron0): -0.897658732949
(layer0,neuron10)-(layer1,neuron1): 0.439953983306
(layer0,neuron10)-(layer1,neuron2): 1.25345586408
(layer0,neuron10)-(layer1,neuron3): -1.72575060798
(layer0,neuron10)-(layer1,neuron4): 0.961837004154
(layer0,neuron10)-(layer1,neuron5): -1.51164487904
(layer0,neuron10)-(layer1,neuron6): -1.23026529262
(layer0,neuron10)-(layer1,neuron7): 0.741087031991
(layer0,neuron10)-(layer1,neuron8): -0.617199897527
(layer0,neuron10)-(layer1,neuron9): -0.210046874394
(layer0,neuron10)-(layer1,neuron10): -0.631020364737
(layer0,neuron10)-(layer1,neuron11): -1.36993628524
(layer0,neuron11)-(layer1,neuron0): -1.31198962803
(layer0,neuron11)-(layer1,neuron1): -0.0417159035193
(layer0,neuron11)-(layer1,neuron2): -0.16532115156
(layer0,neuron11)-(layer1,neuron3): 0.406910838319
(layer0,neuron11)-(layer1,neuron4): 0.679438129941
(layer0,neuron11)-(layer1,neuron5): 1.45629672497
(layer0,neuron11)-(layer1,neuron6): -0.0481718219663
(layer0,neuron11)-(layer1,neuron7): -1.4806737306
(layer0,neuron11)-(layer1,neuron8): 2.16147366366
(layer0,neuron11)-(layer1,neuron9): -2.61638925903
(layer0,neuron11)-(layer1,neuron10): -0.519732966284
(layer0,neuron11)-(layer1,neuron11): -0.162615898644
(layer1,neuron0)-(layer2,neuron0): -1.71872838465
(layer1,neuron0)-(layer2,neuron1): 0.00681896639458
(layer1,neuron0)-(layer2,neuron2): -0.893030943526
(layer1,neuron0)-(layer2,neuron3): -0.815347606218
(layer1,neuron0)-(layer2,neuron4): -1.55848121689
(layer1,neuron0)-(layer2,neuron5): 0.175192612328
(layer1,neuron0)-(layer2,neuron6): 1.89387699593
(layer1,neuron0)-(layer2,neuron7): 0.901110551713
(layer1,neuron0)-(layer2,neuron8): 1.57342117178
(layer1,neuron0)-(layer2,neuron9): -2.18327721697
(layer1,neuron0)-(layer2,neuron10): -0.178107847558
(layer1,neuron1)-(layer2,neuron0): 0.752668169074
(layer1,neuron1)-(layer2,neuron1): -1.77733599707
(layer1,neuron1)-(layer2,neuron2): -0.782339356014
(layer1,neuron1)-(layer2,neuron3): -0.0113859100019
(layer1,neuron1)-(layer2,neuron4): 1.54528470349
(layer1,neuron1)-(layer2,neuron5): -2.43510255296
(layer1,neuron1)-(layer2,neuron6): -0.947644263448
(layer1,neuron1)-(layer2,neuron7): -0.279134489678
(layer1,neuron1)-(layer2,neuron8): -1.37309764889
(layer1,neuron1)-(layer2,neuron9): -1.24768277227
(layer1,neuron1)-(layer2,neuron10): -0.446389550129
(layer1,neuron2)-(layer2,neuron0): 0.487213013175
(layer1,neuron2)-(layer2,neuron1): -0.248037649189
(layer1,neuron2)-(layer2,neuron2): -0.920344923038
(layer1,neuron2)-(layer2,neuron3): -0.00121375920446
(layer1,neuron2)-(layer2,neuron4): 1.52581020178
(layer1,neuron2)-(layer2,neuron5): -0.633153402511
(layer1,neuron2)-(layer2,neuron6): 1.23507396638
(layer1,neuron2)-(layer2,neuron7): -2.21623064196
(layer1,neuron2)-(layer2,neuron8): 0.316531923089
(layer1,neuron2)-(layer2,neuron9): -0.40095927958
(layer1,neuron2)-(layer2,neuron10): -0.0221721666281
(layer1,neuron3)-(layer2,neuron0): -1.54740998737
(layer1,neuron3)-(layer2,neuron1): 0.102605812656
(layer1,neuron3)-(layer2,neuron2): 0.892459900138
(layer1,neuron3)-(layer2,neuron3): -2.35873371821
(layer1,neuron3)-(layer2,neuron4): 0.853940655873
(layer1,neuron3)-(layer2,neuron5): 0.140474250975
(layer1,neuron3)-(layer2,neuron6): 1.23794292555
(layer1,neuron3)-(layer2,neuron7): 0.213296182895
(layer1,neuron3)-(layer2,neuron8): -1.74252450992
(layer1,neuron3)-(layer2,neuron9): -1.87881757234
(layer1,neuron3)-(layer2,neuron10): -0.928239715774
(layer1,neuron4)-(layer2,neuron0): 0.3121592262
(layer1,neuron4)-(layer2,neuron1): 0.136673388661
(layer1,neuron4)-(layer2,neuron2): -0.0443044029869
(layer1,neuron4)-(layer2,neuron3): -1.01978095989
(layer1,neuron4)-(layer2,neuron4): 0.550797714558
(layer1,neuron4)-(layer2,neuron5): 0.262547276071
(layer1,neuron4)-(layer2,neuron6): -1.27549182579
(layer1,neuron4)-(layer2,neuron7): -0.539050392289
(layer1,neuron4)-(layer2,neuron8): 0.811547831157
(layer1,neuron4)-(layer2,neuron9): 0.809882083443
(layer1,neuron4)-(layer2,neuron10): -0.78827209112
(layer1,neuron5)-(layer2,neuron0): -0.850481179242
(layer1,neuron5)-(layer2,neuron1): -0.170008409713
(layer1,neuron5)-(layer2,neuron2): -0.416361919395
(layer1,neuron5)-(layer2,neuron3): -0.804376119281
(layer1,neuron5)-(layer2,neuron4): -2.09370328955
(layer1,neuron5)-(layer2,neuron5): -1.51165889239
(layer1,neuron5)-(layer2,neuron6): -0.814397718234
(layer1,neuron5)-(layer2,neuron7): 0.106555116679
(layer1,neuron5)-(layer2,neuron8): -2.09912996941
(layer1,neuron5)-(layer2,neuron9): 1.55180723501
(layer1,neuron5)-(layer2,neuron10): -0.75565451314
(layer1,neuron6)-(layer2,neuron0): -1.21903179169
(layer1,neuron6)-(layer2,neuron1): 1.10901580193
(layer1,neuron6)-(layer2,neuron2): -1.32942426904
(layer1,neuron6)-(layer2,neuron3): -1.88418904716
(layer1,neuron6)-(layer2,neuron4): 0.887477824604
(layer1,neuron6)-(layer2,neuron5): -0.635463510268
(layer1,neuron6)-(layer2,neuron6): 0.497551987483
(layer1,neuron6)-(layer2,neuron7): -2.44358723829
(layer1,neuron6)-(layer2,neuron8): -0.952489395895
(layer1,neuron6)-(layer2,neuron9): 0.789113329979
(layer1,neuron6)-(layer2,neuron10): -3.01897589586
(layer1,neuron7)-(layer2,neuron0): 0.722595097523
(layer1,neuron7)-(layer2,neuron1): 0.0584832035546
(layer1,neuron7)-(layer2,neuron2): -0.980204356385
(layer1,neuron7)-(layer2,neuron3): -1.37147952559
(layer1,neuron7)-(layer2,neuron4): -1.22024126041
(layer1,neuron7)-(layer2,neuron5): -1.07959915624
(layer1,neuron7)-(layer2,neuron6): -0.480868892656
(layer1,neuron7)-(layer2,neuron7): -1.91239912477
(layer1,neuron7)-(layer2,neuron8): -0.152264489073
(layer1,neuron7)-(layer2,neuron9): -1.25073246045
(layer1,neuron7)-(layer2,neuron10): 1.24114656068
(layer1,neuron8)-(layer2,neuron0): -1.56441916011
(layer1,neuron8)-(layer2,neuron1): -0.646199091986
(layer1,neuron8)-(layer2,neuron2): 1.0577229239
(layer1,neuron8)-(layer2,neuron3): 0.584592995828
(layer1,neuron8)-(layer2,neuron4): -1.75704192377
(layer1,neuron8)-(layer2,neuron5): 1.51209593605
(layer1,neuron8)-(layer2,neuron6): -1.8354902609
(layer1,neuron8)-(layer2,neuron7): 0.636964274782
(layer1,neuron8)-(layer2,neuron8): -0.746098488239
(layer1,neuron8)-(layer2,neuron9): -1.64738649018
(layer1,neuron8)-(layer2,neuron10): 1.60542332916
(layer1,neuron9)-(layer2,neuron0): -0.540696004838
(layer1,neuron9)-(layer2,neuron1): 1.12716930002
(layer1,neuron9)-(layer2,neuron2): 1.27784409682
(layer1,neuron9)-(layer2,neuron3): 0.034497349898
(layer1,neuron9)-(layer2,neuron4): 1.12108883872
(layer1,neuron9)-(layer2,neuron5): -1.21393632946
(layer1,neuron9)-(layer2,neuron6): -1.17221378528
(layer1,neuron9)-(layer2,neuron7): -0.884248224434
(layer1,neuron9)-(layer2,neuron8): -0.537078951071
(layer1,neuron9)-(layer2,neuron9): -1.13013561828
(layer1,neuron9)-(layer2,neuron10): -0.907177986728
(layer1,neuron10)-(layer2,neuron0): 0.734845086736
(layer1,neuron10)-(layer2,neuron1): -0.984971592616
(layer1,neuron10)-(layer2,neuron2): -1.94304400304
(layer1,neuron10)-(layer2,neuron3): 1.06969883076
(layer1,neuron10)-(layer2,neuron4): -1.29629285538
(layer1,neuron10)-(layer2,neuron5): -1.08185374439
(layer1,neuron10)-(layer2,neuron6): -1.08128842423
(layer1,neuron10)-(layer2,neuron7): 0.14859655579
(layer1,neuron10)-(layer2,neuron8): -0.363623972282
(layer1,neuron10)-(layer2,neuron9): -0.461770241632
(layer1,neuron10)-(layer2,neuron10): -1.27544686951
(layer1,neuron11)-(layer2,neuron0): 0.747852426863
(layer1,neuron11)-(layer2,neuron1): -0.64540992498
(layer1,neuron11)-(layer2,neuron2): 0.315277743823
(layer1,neuron11)-(layer2,neuron3): -1.40536341468
(layer1,neuron11)-(layer2,neuron4): -0.682632009982
(layer1,neuron11)-(layer2,neuron5): -1.16579515915
(layer1,neuron11)-(layer2,neuron6): 0.887538963587
(layer1,neuron11)-(layer2,neuron7): 1.32121199713
(layer1,neuron11)-(layer2,neuron8): -0.310851983167
(layer1,neuron11)-(layer2,neuron9): 0.875157334599
(layer1,neuron11)-(layer2,neuron10): 0.51451353782
(layer1,neuron12)-(layer2,neuron0): -0.350378240785
(layer1,neuron12)-(layer2,neuron1): -0.305957278817
(layer1,neuron12)-(layer2,neuron2): -0.627651439403
(layer1,neuron12)-(layer2,neuron3): -0.591259287408
(layer1,neuron12)-(layer2,neuron4): 1.59418447515
(layer1,neuron12)-(layer2,neuron5): 0.901035863653
(layer1,neuron12)-(layer2,neuron6): -2.08125714042
(layer1,neuron12)-(layer2,neuron7): -2.25070969849
(layer1,neuron12)-(layer2,neuron8): -0.0169959355375
(layer1,neuron12)-(layer2,neuron9): -0.130909906042
(layer1,neuron12)-(layer2,neuron10): 0.863018241357
(layer2,neuron0)-(layer3,neuron0): -0.424084550267
(layer2,neuron1)-(layer3,neuron0): -0.0838696657064
(layer2,neuron2)-(layer3,neuron0): -0.836238550934
(layer2,neuron3)-(layer3,neuron0): 0.236185483211
(layer2,neuron4)-(layer3,neuron0): 0.61750762785
(layer2,neuron5)-(layer3,neuron0): -1.37988173663
(layer2,neuron6)-(layer3,neuron0): -1.36012587404
(layer2,neuron7)-(layer3,neuron0): -0.771420915715
(layer2,neuron8)-(layer3,neuron0): 0.472600954755
(layer2,neuron9)-(layer3,neuron0): -0.474831637842
(layer2,neuron10)-(layer3,neuron0): -0.726630996951
(layer2,neuron11)-(layer3,neuron0): 0.975397725271