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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:04:21 2012
Host           : Linux psr-lts309-32bit-kvm 2.4.21-63.ELsmp #1 SMP Wed Nov 4 04:34:43 CST 2009 i686 i686 i386 GNU/Linux
Dir            : /data/cdf04/stdenis/batch/run20572/job403
Training events: 49290


#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]
RandomSeed: "1" [Random Number Seed for TRandom3]
RandomFile: "None" [Random Number input file for TRandom3]
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 13
Ht                            Ht                                'F'    [46.4561080933,776.884460449]
LepAPt                        LepAPt                            'F'    [20.0001068115,174.934341431]
LepBPt                        LepBPt                            'F'    [10.0002098083,71.4863357544]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.976250171661,16.9346866608]
MetSpec                       MetSpec                           'F'    [15.0218133926,218.598831177]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.113155365,520.010314941]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [2.80723452568,299.029327393]
addEt                         addEt                             'F'    [46.4561080933,388.558624268]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0435492135584,3.14158964157]
dPhiLeptons                   dPhiLeptons                       'F'    [1.1922662452e-05,1.11657130718]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.15372478962]
lep1_E                        lep1_E                            'F'    [20.0262546539,248.743759155]
lep2_E                        lep2_E                            'F'    [10.0065498352,114.225990295]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.369124769737
(layer0,neuron0)-(layer1,neuron1): 2.11273049002
(layer0,neuron0)-(layer1,neuron2): 0.0519990498395
(layer0,neuron0)-(layer1,neuron3): 1.77342034881
(layer0,neuron0)-(layer1,neuron4): -2.3769758391
(layer0,neuron0)-(layer1,neuron5): -1.06178109263
(layer0,neuron0)-(layer1,neuron6): 0.0642534669437
(layer0,neuron0)-(layer1,neuron7): 1.29649363363
(layer0,neuron0)-(layer1,neuron8): -1.52365823457
(layer0,neuron0)-(layer1,neuron9): -0.529252229246
(layer0,neuron0)-(layer1,neuron10): -0.951091602622
(layer0,neuron0)-(layer1,neuron11): -0.257985179505
(layer0,neuron0)-(layer1,neuron12): -1.46961722865
(layer0,neuron0)-(layer1,neuron13): -0.820685661039
(layer0,neuron1)-(layer1,neuron0): -0.566636010197
(layer0,neuron1)-(layer1,neuron1): 1.44439111425
(layer0,neuron1)-(layer1,neuron2): -0.557029275686
(layer0,neuron1)-(layer1,neuron3): 1.8407552608
(layer0,neuron1)-(layer1,neuron4): -0.195703740001
(layer0,neuron1)-(layer1,neuron5): 1.43907628515
(layer0,neuron1)-(layer1,neuron6): -3.38509542248
(layer0,neuron1)-(layer1,neuron7): 3.43230620021
(layer0,neuron1)-(layer1,neuron8): 1.73198130039
(layer0,neuron1)-(layer1,neuron9): 2.20557403592
(layer0,neuron1)-(layer1,neuron10): -4.3551685301
(layer0,neuron1)-(layer1,neuron11): 0.796674691836
(layer0,neuron1)-(layer1,neuron12): 1.0552583643
(layer0,neuron1)-(layer1,neuron13): -1.2137832762
(layer0,neuron2)-(layer1,neuron0): -1.88803193193
(layer0,neuron2)-(layer1,neuron1): 1.07761578093
(layer0,neuron2)-(layer1,neuron2): -0.311453018342
(layer0,neuron2)-(layer1,neuron3): 1.28980523699
(layer0,neuron2)-(layer1,neuron4): -0.420493872976
(layer0,neuron2)-(layer1,neuron5): -0.553380356357
(layer0,neuron2)-(layer1,neuron6): -4.35298516609
(layer0,neuron2)-(layer1,neuron7): 2.98338468036
(layer0,neuron2)-(layer1,neuron8): -2.10216208076
(layer0,neuron2)-(layer1,neuron9): 3.9775304588
(layer0,neuron2)-(layer1,neuron10): -2.02662441748
(layer0,neuron2)-(layer1,neuron11): 1.77059355086
(layer0,neuron2)-(layer1,neuron12): 0.615179617744
(layer0,neuron2)-(layer1,neuron13): 0.454402219683
(layer0,neuron3)-(layer1,neuron0): 1.87499999674
(layer0,neuron3)-(layer1,neuron1): 1.37179918406
(layer0,neuron3)-(layer1,neuron2): -0.660455817822
(layer0,neuron3)-(layer1,neuron3): -1.45323574452
(layer0,neuron3)-(layer1,neuron4): 0.568775977767
(layer0,neuron3)-(layer1,neuron5): 0.164208474908
(layer0,neuron3)-(layer1,neuron6): 6.01712212906
(layer0,neuron3)-(layer1,neuron7): 1.17735756261
(layer0,neuron3)-(layer1,neuron8): 1.55202331796
(layer0,neuron3)-(layer1,neuron9): 1.88112322189
(layer0,neuron3)-(layer1,neuron10): -0.279020427365
(layer0,neuron3)-(layer1,neuron11): 1.36100720531
(layer0,neuron3)-(layer1,neuron12): -1.81275722551
(layer0,neuron3)-(layer1,neuron13): -0.871552060542
(layer0,neuron4)-(layer1,neuron0): -1.32601201941
(layer0,neuron4)-(layer1,neuron1): -1.27312713425
(layer0,neuron4)-(layer1,neuron2): 1.36970633619
(layer0,neuron4)-(layer1,neuron3): 0.843132087147
(layer0,neuron4)-(layer1,neuron4): -1.87928110517
(layer0,neuron4)-(layer1,neuron5): 0.182914918867
(layer0,neuron4)-(layer1,neuron6): 1.63239847158
(layer0,neuron4)-(layer1,neuron7): 2.90392003261
(layer0,neuron4)-(layer1,neuron8): 2.36726944885
(layer0,neuron4)-(layer1,neuron9): 0.892799938307
(layer0,neuron4)-(layer1,neuron10): -1.08531791809
(layer0,neuron4)-(layer1,neuron11): -0.923367972533
(layer0,neuron4)-(layer1,neuron12): 0.50495032495
(layer0,neuron4)-(layer1,neuron13): -0.922687338655
(layer0,neuron5)-(layer1,neuron0): -0.777445697911
(layer0,neuron5)-(layer1,neuron1): -1.37979725615
(layer0,neuron5)-(layer1,neuron2): -0.0949861601944
(layer0,neuron5)-(layer1,neuron3): 1.12664315995
(layer0,neuron5)-(layer1,neuron4): 0.935271598665
(layer0,neuron5)-(layer1,neuron5): 0.166047278045
(layer0,neuron5)-(layer1,neuron6): -1.19736633553
(layer0,neuron5)-(layer1,neuron7): -3.70290007727
(layer0,neuron5)-(layer1,neuron8): 0.665235021331
(layer0,neuron5)-(layer1,neuron9): 0.626117397119
(layer0,neuron5)-(layer1,neuron10): 3.1508561333
(layer0,neuron5)-(layer1,neuron11): 0.745873472251
(layer0,neuron5)-(layer1,neuron12): 0.714171199471
(layer0,neuron5)-(layer1,neuron13): -1.28002122187
(layer0,neuron6)-(layer1,neuron0): -0.937229245533
(layer0,neuron6)-(layer1,neuron1): 0.242143563151
(layer0,neuron6)-(layer1,neuron2): 1.26516141837
(layer0,neuron6)-(layer1,neuron3): -1.04572897488
(layer0,neuron6)-(layer1,neuron4): -1.83676266151
(layer0,neuron6)-(layer1,neuron5): -2.04221784998
(layer0,neuron6)-(layer1,neuron6): -2.12802651227
(layer0,neuron6)-(layer1,neuron7): 2.44081382031
(layer0,neuron6)-(layer1,neuron8): 2.32463781728
(layer0,neuron6)-(layer1,neuron9): -0.509477781292
(layer0,neuron6)-(layer1,neuron10): -2.52757534219
(layer0,neuron6)-(layer1,neuron11): 2.11572534084
(layer0,neuron6)-(layer1,neuron12): -0.982201042938
(layer0,neuron6)-(layer1,neuron13): -1.70529188022
(layer0,neuron7)-(layer1,neuron0): -1.37165776983
(layer0,neuron7)-(layer1,neuron1): 1.12174924004
(layer0,neuron7)-(layer1,neuron2): -3.14390417141
(layer0,neuron7)-(layer1,neuron3): -1.68324870363
(layer0,neuron7)-(layer1,neuron4): 0.539923772883
(layer0,neuron7)-(layer1,neuron5): 1.5798184001
(layer0,neuron7)-(layer1,neuron6): -5.40448039556
(layer0,neuron7)-(layer1,neuron7): 10.0795345776
(layer0,neuron7)-(layer1,neuron8): 0.294877781436
(layer0,neuron7)-(layer1,neuron9): 3.26009490853
(layer0,neuron7)-(layer1,neuron10): -3.96332853283
(layer0,neuron7)-(layer1,neuron11): 1.28935010238
(layer0,neuron7)-(layer1,neuron12): -1.87409603255
(layer0,neuron7)-(layer1,neuron13): 0.333067033627
(layer0,neuron8)-(layer1,neuron0): 0.435360580909
(layer0,neuron8)-(layer1,neuron1): 0.218005384561
(layer0,neuron8)-(layer1,neuron2): -0.187600102109
(layer0,neuron8)-(layer1,neuron3): 1.89917221704
(layer0,neuron8)-(layer1,neuron4): 0.541805793618
(layer0,neuron8)-(layer1,neuron5): -1.30326059874
(layer0,neuron8)-(layer1,neuron6): 4.61165403942
(layer0,neuron8)-(layer1,neuron7): -1.63264360666
(layer0,neuron8)-(layer1,neuron8): -1.22379715557
(layer0,neuron8)-(layer1,neuron9): -1.10901142214
(layer0,neuron8)-(layer1,neuron10): -3.1850527421
(layer0,neuron8)-(layer1,neuron11): 1.53374264598
(layer0,neuron8)-(layer1,neuron12): 0.687366564458
(layer0,neuron8)-(layer1,neuron13): 0.625215928068
(layer0,neuron9)-(layer1,neuron0): -0.610605739632
(layer0,neuron9)-(layer1,neuron1): 1.3373997233
(layer0,neuron9)-(layer1,neuron2): -3.05538794394
(layer0,neuron9)-(layer1,neuron3): 1.23964471518
(layer0,neuron9)-(layer1,neuron4): -0.223307931863
(layer0,neuron9)-(layer1,neuron5): -2.81702259568
(layer0,neuron9)-(layer1,neuron6): 0.534918669923
(layer0,neuron9)-(layer1,neuron7): -0.0498785134785
(layer0,neuron9)-(layer1,neuron8): -0.292657894692
(layer0,neuron9)-(layer1,neuron9): -0.223739967613
(layer0,neuron9)-(layer1,neuron10): 0.843820516191
(layer0,neuron9)-(layer1,neuron11): -1.03498601978
(layer0,neuron9)-(layer1,neuron12): -0.153767618002
(layer0,neuron9)-(layer1,neuron13): 0.925783236236
(layer0,neuron10)-(layer1,neuron0): 1.30363039863
(layer0,neuron10)-(layer1,neuron1): -0.792490542693
(layer0,neuron10)-(layer1,neuron2): -2.11607101761
(layer0,neuron10)-(layer1,neuron3): 0.178141952258
(layer0,neuron10)-(layer1,neuron4): -1.95227096873
(layer0,neuron10)-(layer1,neuron5): 1.33040901423
(layer0,neuron10)-(layer1,neuron6): -1.3144352726
(layer0,neuron10)-(layer1,neuron7): -0.591170932757
(layer0,neuron10)-(layer1,neuron8): -1.16929657306
(layer0,neuron10)-(layer1,neuron9): 0.504119871679
(layer0,neuron10)-(layer1,neuron10): -0.60982071641
(layer0,neuron10)-(layer1,neuron11): 0.827441387092
(layer0,neuron10)-(layer1,neuron12): 0.88302992469
(layer0,neuron10)-(layer1,neuron13): -1.34541288068
(layer0,neuron11)-(layer1,neuron0): -0.594857994996
(layer0,neuron11)-(layer1,neuron1): -1.1939250347
(layer0,neuron11)-(layer1,neuron2): 1.50316715719
(layer0,neuron11)-(layer1,neuron3): 1.02561574189
(layer0,neuron11)-(layer1,neuron4): 0.32467220317
(layer0,neuron11)-(layer1,neuron5): -1.44196726137
(layer0,neuron11)-(layer1,neuron6): 2.3371604255
(layer0,neuron11)-(layer1,neuron7): 0.398447451961
(layer0,neuron11)-(layer1,neuron8): 0.511184857602
(layer0,neuron11)-(layer1,neuron9): -1.01834002311
(layer0,neuron11)-(layer1,neuron10): 0.334254030051
(layer0,neuron11)-(layer1,neuron11): 0.689561098728
(layer0,neuron11)-(layer1,neuron12): -1.16026974953
(layer0,neuron11)-(layer1,neuron13): 0.60746211146
(layer0,neuron12)-(layer1,neuron0): -0.970595905883
(layer0,neuron12)-(layer1,neuron1): -1.52173586639
(layer0,neuron12)-(layer1,neuron2): 2.42951274077
(layer0,neuron12)-(layer1,neuron3): 1.20299630992
(layer0,neuron12)-(layer1,neuron4): -0.705873269941
(layer0,neuron12)-(layer1,neuron5): 0.817676381742
(layer0,neuron12)-(layer1,neuron6): 2.72202064025
(layer0,neuron12)-(layer1,neuron7): -0.568212191765
(layer0,neuron12)-(layer1,neuron8): -0.235579923137
(layer0,neuron12)-(layer1,neuron9): -1.9231986135
(layer0,neuron12)-(layer1,neuron10): -0.000192703686319
(layer0,neuron12)-(layer1,neuron11): -0.82566697987
(layer0,neuron12)-(layer1,neuron12): -2.23537045157
(layer0,neuron12)-(layer1,neuron13): 0.567933101921
(layer0,neuron13)-(layer1,neuron0): 2.11885393167
(layer0,neuron13)-(layer1,neuron1): -0.799707262219
(layer0,neuron13)-(layer1,neuron2): -1.42774586076
(layer0,neuron13)-(layer1,neuron3): -0.872131093581
(layer0,neuron13)-(layer1,neuron4): 0.994298235402
(layer0,neuron13)-(layer1,neuron5): 1.13010682435
(layer0,neuron13)-(layer1,neuron6): -8.78540101468
(layer0,neuron13)-(layer1,neuron7): 13.9005581875
(layer0,neuron13)-(layer1,neuron8): 0.915610427679
(layer0,neuron13)-(layer1,neuron9): 6.34343851679
(layer0,neuron13)-(layer1,neuron10): -4.60779704788
(layer0,neuron13)-(layer1,neuron11): 1.64154968358
(layer0,neuron13)-(layer1,neuron12): 1.14436653908
(layer0,neuron13)-(layer1,neuron13): 0.157588766453
(layer1,neuron0)-(layer2,neuron0): -2.71014413217
(layer1,neuron0)-(layer2,neuron1): -0.119758803218
(layer1,neuron0)-(layer2,neuron2): 0.0185533895187
(layer1,neuron0)-(layer2,neuron3): -1.53917009555
(layer1,neuron0)-(layer2,neuron4): -0.627547323783
(layer1,neuron0)-(layer2,neuron5): -0.838415520432
(layer1,neuron0)-(layer2,neuron6): -0.612987557988
(layer1,neuron0)-(layer2,neuron7): -1.78326938611
(layer1,neuron0)-(layer2,neuron8): 1.0102804561
(layer1,neuron0)-(layer2,neuron9): 0.0360835228546
(layer1,neuron0)-(layer2,neuron10): -1.48018851622
(layer1,neuron0)-(layer2,neuron11): 0.000762679053727
(layer1,neuron0)-(layer2,neuron12): 0.223628903545
(layer1,neuron1)-(layer2,neuron0): 1.07790640948
(layer1,neuron1)-(layer2,neuron1): -0.776914831889
(layer1,neuron1)-(layer2,neuron2): -1.03195112204
(layer1,neuron1)-(layer2,neuron3): -2.33681971151
(layer1,neuron1)-(layer2,neuron4): -0.878030928867
(layer1,neuron1)-(layer2,neuron5): 1.72768593691
(layer1,neuron1)-(layer2,neuron6): 1.28862692007
(layer1,neuron1)-(layer2,neuron7): 0.812769710706
(layer1,neuron1)-(layer2,neuron8): -0.178244552717
(layer1,neuron1)-(layer2,neuron9): 2.44265511497
(layer1,neuron1)-(layer2,neuron10): -1.69342853046
(layer1,neuron1)-(layer2,neuron11): -1.21490915748
(layer1,neuron1)-(layer2,neuron12): -0.504184132564
(layer1,neuron2)-(layer2,neuron0): -1.75711716498
(layer1,neuron2)-(layer2,neuron1): 1.80838556235
(layer1,neuron2)-(layer2,neuron2): -0.205102021945
(layer1,neuron2)-(layer2,neuron3): -0.888504872463
(layer1,neuron2)-(layer2,neuron4): 0.865707810917
(layer1,neuron2)-(layer2,neuron5): -0.200600159667
(layer1,neuron2)-(layer2,neuron6): -1.89182123483
(layer1,neuron2)-(layer2,neuron7): -1.08843071757
(layer1,neuron2)-(layer2,neuron8): 1.69986038866
(layer1,neuron2)-(layer2,neuron9): 0.170870966074
(layer1,neuron2)-(layer2,neuron10): 0.461024057082
(layer1,neuron2)-(layer2,neuron11): -1.24347492783
(layer1,neuron2)-(layer2,neuron12): 2.25499052565
(layer1,neuron3)-(layer2,neuron0): -1.82982488668
(layer1,neuron3)-(layer2,neuron1): 0.440566630567
(layer1,neuron3)-(layer2,neuron2): -0.145646011729
(layer1,neuron3)-(layer2,neuron3): -1.54936122304
(layer1,neuron3)-(layer2,neuron4): -1.31965057104
(layer1,neuron3)-(layer2,neuron5): -1.92928991629
(layer1,neuron3)-(layer2,neuron6): -0.368305519091
(layer1,neuron3)-(layer2,neuron7): -1.84417294821
(layer1,neuron3)-(layer2,neuron8): -1.63001748464
(layer1,neuron3)-(layer2,neuron9): -1.65977163388
(layer1,neuron3)-(layer2,neuron10): 0.147541052746
(layer1,neuron3)-(layer2,neuron11): -0.977555166127
(layer1,neuron3)-(layer2,neuron12): -1.68758126767
(layer1,neuron4)-(layer2,neuron0): 0.303404204829
(layer1,neuron4)-(layer2,neuron1): -1.51774340873
(layer1,neuron4)-(layer2,neuron2): -0.778092773392
(layer1,neuron4)-(layer2,neuron3): -1.05417512019
(layer1,neuron4)-(layer2,neuron4): 0.276473458332
(layer1,neuron4)-(layer2,neuron5): 0.727135840664
(layer1,neuron4)-(layer2,neuron6): 0.586091057726
(layer1,neuron4)-(layer2,neuron7): -0.616107098482
(layer1,neuron4)-(layer2,neuron8): -1.88625227312
(layer1,neuron4)-(layer2,neuron9): -1.60344883893
(layer1,neuron4)-(layer2,neuron10): -1.89589636091
(layer1,neuron4)-(layer2,neuron11): -1.55126957347
(layer1,neuron4)-(layer2,neuron12): -1.1285717251
(layer1,neuron5)-(layer2,neuron0): -0.510507014066
(layer1,neuron5)-(layer2,neuron1): -0.0853352338326
(layer1,neuron5)-(layer2,neuron2): -0.212121236012
(layer1,neuron5)-(layer2,neuron3): 0.561797404325
(layer1,neuron5)-(layer2,neuron4): -0.498673512942
(layer1,neuron5)-(layer2,neuron5): -3.07445581275
(layer1,neuron5)-(layer2,neuron6): 0.665697932532
(layer1,neuron5)-(layer2,neuron7): 1.59118249305
(layer1,neuron5)-(layer2,neuron8): -1.9762954177
(layer1,neuron5)-(layer2,neuron9): -0.89476920218
(layer1,neuron5)-(layer2,neuron10): 0.0938987540721
(layer1,neuron5)-(layer2,neuron11): 1.35389023003
(layer1,neuron5)-(layer2,neuron12): -1.16817843249
(layer1,neuron6)-(layer2,neuron0): -2.58166894972
(layer1,neuron6)-(layer2,neuron1): 4.23514303225
(layer1,neuron6)-(layer2,neuron2): 0.694723415098
(layer1,neuron6)-(layer2,neuron3): 3.30709198763
(layer1,neuron6)-(layer2,neuron4): 1.02855872115
(layer1,neuron6)-(layer2,neuron5): -1.42390173296
(layer1,neuron6)-(layer2,neuron6): -0.784916042205
(layer1,neuron6)-(layer2,neuron7): -0.508850620988
(layer1,neuron6)-(layer2,neuron8): -2.13529577967
(layer1,neuron6)-(layer2,neuron9): -1.3710841363
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