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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:52:20 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/job409
Training events: 52820


#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'    [48.6484184265,888.225952148]
LepAPt                        LepAPt                            'F'    [20.0000362396,186.522079468]
LepBPt                        LepBPt                            'F'    [10.0008134842,74.1102600098]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.28498280048,23.5595493317]
MetSpec                       MetSpec                           'F'    [15.0020647049,207.062454224]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.2123203278,532.093322754]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [1.91322863102,348.466033936]
addEt                         addEt                             'F'    [48.6484184265,450.732757568]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.00602381536737,3.14159226418]
dPhiLeptons                   dPhiLeptons                       'F'    [5.72204589844e-06,1.13010489941]
dRLeptons                     dRLeptons                         'F'    [0.200046181679,1.15372478962]
lep1_E                        lep1_E                            'F'    [20.0376224518,203.165985107]
lep2_E                        lep2_E                            'F'    [10.0093269348,139.444885254]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.318587829187
(layer0,neuron0)-(layer1,neuron1): 2.24608171861
(layer0,neuron0)-(layer1,neuron2): 0.801365715311
(layer0,neuron0)-(layer1,neuron3): 2.14056766932
(layer0,neuron0)-(layer1,neuron4): -2.41649202388
(layer0,neuron0)-(layer1,neuron5): -1.21236763035
(layer0,neuron0)-(layer1,neuron6): -1.35605402549
(layer0,neuron0)-(layer1,neuron7): 1.0963172468
(layer0,neuron0)-(layer1,neuron8): -1.76994363695
(layer0,neuron0)-(layer1,neuron9): -0.845219570369
(layer0,neuron0)-(layer1,neuron10): -0.91118571021
(layer0,neuron0)-(layer1,neuron11): -0.19322262713
(layer0,neuron0)-(layer1,neuron12): -0.332730078375
(layer0,neuron0)-(layer1,neuron13): -0.552787834721
(layer0,neuron1)-(layer1,neuron0): -0.663074607209
(layer0,neuron1)-(layer1,neuron1): 0.885151449015
(layer0,neuron1)-(layer1,neuron2): -0.579015587958
(layer0,neuron1)-(layer1,neuron3): 3.65392000822
(layer0,neuron1)-(layer1,neuron4): -0.369922613254
(layer0,neuron1)-(layer1,neuron5): 3.10026525691
(layer0,neuron1)-(layer1,neuron6): -1.22863979592
(layer0,neuron1)-(layer1,neuron7): 3.99470620843
(layer0,neuron1)-(layer1,neuron8): 0.613476934062
(layer0,neuron1)-(layer1,neuron9): 0.817300427647
(layer0,neuron1)-(layer1,neuron10): 0.700489223139
(layer0,neuron1)-(layer1,neuron11): 0.0466911191824
(layer0,neuron1)-(layer1,neuron12): 3.73694891911
(layer0,neuron1)-(layer1,neuron13): -1.97656817626
(layer0,neuron2)-(layer1,neuron0): -1.64608165272
(layer0,neuron2)-(layer1,neuron1): 0.665236157666
(layer0,neuron2)-(layer1,neuron2): 1.21119908089
(layer0,neuron2)-(layer1,neuron3): 2.20064885665
(layer0,neuron2)-(layer1,neuron4): -0.522864820754
(layer0,neuron2)-(layer1,neuron5): 1.12581371987
(layer0,neuron2)-(layer1,neuron6): -0.849541338163
(layer0,neuron2)-(layer1,neuron7): 3.31726855728
(layer0,neuron2)-(layer1,neuron8): -1.97689152303
(layer0,neuron2)-(layer1,neuron9): 4.39187955632
(layer0,neuron2)-(layer1,neuron10): -3.41859827093
(layer0,neuron2)-(layer1,neuron11): 0.497356193489
(layer0,neuron2)-(layer1,neuron12): 0.137813408091
(layer0,neuron2)-(layer1,neuron13): -0.949607985826
(layer0,neuron3)-(layer1,neuron0): 1.85088115882
(layer0,neuron3)-(layer1,neuron1): 1.32628743592
(layer0,neuron3)-(layer1,neuron2): -1.84618500321
(layer0,neuron3)-(layer1,neuron3): -3.22266329805
(layer0,neuron3)-(layer1,neuron4): 0.495146309911
(layer0,neuron3)-(layer1,neuron5): -1.54319414416
(layer0,neuron3)-(layer1,neuron6): 1.85382947657
(layer0,neuron3)-(layer1,neuron7): -0.471064206014
(layer0,neuron3)-(layer1,neuron8): 1.83277153608
(layer0,neuron3)-(layer1,neuron9): 0.619118821802
(layer0,neuron3)-(layer1,neuron10): -0.923300759289
(layer0,neuron3)-(layer1,neuron11): 2.57220222414
(layer0,neuron3)-(layer1,neuron12): -1.69329200887
(layer0,neuron3)-(layer1,neuron13): 1.1521713878
(layer0,neuron4)-(layer1,neuron0): -1.16251195489
(layer0,neuron4)-(layer1,neuron1): -1.50239674601
(layer0,neuron4)-(layer1,neuron2): 1.37004423157
(layer0,neuron4)-(layer1,neuron3): -0.396868264411
(layer0,neuron4)-(layer1,neuron4): -1.74247363623
(layer0,neuron4)-(layer1,neuron5): 0.343162304009
(layer0,neuron4)-(layer1,neuron6): -0.603660809324
(layer0,neuron4)-(layer1,neuron7): 5.91336738101
(layer0,neuron4)-(layer1,neuron8): 1.93364891993
(layer0,neuron4)-(layer1,neuron9): -0.0891837993852
(layer0,neuron4)-(layer1,neuron10): 0.474052139079
(layer0,neuron4)-(layer1,neuron11): -0.592136051161
(layer0,neuron4)-(layer1,neuron12): 1.50193853803
(layer0,neuron4)-(layer1,neuron13): -0.99952864208
(layer0,neuron5)-(layer1,neuron0): -0.709935948493
(layer0,neuron5)-(layer1,neuron1): -1.15793412483
(layer0,neuron5)-(layer1,neuron2): 0.993743577836
(layer0,neuron5)-(layer1,neuron3): 2.09675991989
(layer0,neuron5)-(layer1,neuron4): 0.911469532814
(layer0,neuron5)-(layer1,neuron5): 0.318333531578
(layer0,neuron5)-(layer1,neuron6): -2.60964545904
(layer0,neuron5)-(layer1,neuron7): -2.46856958149
(layer0,neuron5)-(layer1,neuron8): 0.531927806711
(layer0,neuron5)-(layer1,neuron9): 0.979057999363
(layer0,neuron5)-(layer1,neuron10): 2.63491200775
(layer0,neuron5)-(layer1,neuron11): 0.611196443975
(layer0,neuron5)-(layer1,neuron12): 2.01098838423
(layer0,neuron5)-(layer1,neuron13): -1.39514635668
(layer0,neuron6)-(layer1,neuron0): -0.881323151034
(layer0,neuron6)-(layer1,neuron1): 0.0411818721607
(layer0,neuron6)-(layer1,neuron2): 0.716119099051
(layer0,neuron6)-(layer1,neuron3): -1.56819896322
(layer0,neuron6)-(layer1,neuron4): -1.91535455554
(layer0,neuron6)-(layer1,neuron5): -1.28296716766
(layer0,neuron6)-(layer1,neuron6): -0.964458800074
(layer0,neuron6)-(layer1,neuron7): 2.30463580696
(layer0,neuron6)-(layer1,neuron8): 1.49819162044
(layer0,neuron6)-(layer1,neuron9): -1.7752328153
(layer0,neuron6)-(layer1,neuron10): -0.671042384397
(layer0,neuron6)-(layer1,neuron11): 1.53714667307
(layer0,neuron6)-(layer1,neuron12): -0.208949631099
(layer0,neuron6)-(layer1,neuron13): -1.75484870867
(layer0,neuron7)-(layer1,neuron0): -1.36377578147
(layer0,neuron7)-(layer1,neuron1): 0.431882819989
(layer0,neuron7)-(layer1,neuron2): -2.50084758821
(layer0,neuron7)-(layer1,neuron3): 0.169478543007
(layer0,neuron7)-(layer1,neuron4): 0.452643356582
(layer0,neuron7)-(layer1,neuron5): 3.77243240999
(layer0,neuron7)-(layer1,neuron6): -3.0378367608
(layer0,neuron7)-(layer1,neuron7): 9.7244181171
(layer0,neuron7)-(layer1,neuron8): -0.750669631787
(layer0,neuron7)-(layer1,neuron9): 1.0622260674
(layer0,neuron7)-(layer1,neuron10): 0.16059315874
(layer0,neuron7)-(layer1,neuron11): 0.377334937927
(layer0,neuron7)-(layer1,neuron12): -0.608847629768
(layer0,neuron7)-(layer1,neuron13): -1.37296981923
(layer0,neuron8)-(layer1,neuron0): 0.325452267491
(layer0,neuron8)-(layer1,neuron1): 0.253068919003
(layer0,neuron8)-(layer1,neuron2): -2.10047359541
(layer0,neuron8)-(layer1,neuron3): 3.41283801681
(layer0,neuron8)-(layer1,neuron4): 0.686424443109
(layer0,neuron8)-(layer1,neuron5): -3.1481587995
(layer0,neuron8)-(layer1,neuron6): 1.3931344806
(layer0,neuron8)-(layer1,neuron7): 1.04079257208
(layer0,neuron8)-(layer1,neuron8): -3.5875638439
(layer0,neuron8)-(layer1,neuron9): -0.303946603212
(layer0,neuron8)-(layer1,neuron10): -1.0714410068
(layer0,neuron8)-(layer1,neuron11): 2.04577639205
(layer0,neuron8)-(layer1,neuron12): -0.305105792989
(layer0,neuron8)-(layer1,neuron13): 1.32074026843
(layer0,neuron9)-(layer1,neuron0): -0.566132010886
(layer0,neuron9)-(layer1,neuron1): 0.0422001059184
(layer0,neuron9)-(layer1,neuron2): -2.63475499174
(layer0,neuron9)-(layer1,neuron3): 0.190399887637
(layer0,neuron9)-(layer1,neuron4): -0.113722142419
(layer0,neuron9)-(layer1,neuron5): -1.10820010728
(layer0,neuron9)-(layer1,neuron6): -1.23678806937
(layer0,neuron9)-(layer1,neuron7): -0.491303188702
(layer0,neuron9)-(layer1,neuron8): -0.166443635326
(layer0,neuron9)-(layer1,neuron9): 1.49153003436
(layer0,neuron9)-(layer1,neuron10): 0.952785448861
(layer0,neuron9)-(layer1,neuron11): -0.459315077485
(layer0,neuron9)-(layer1,neuron12): -1.17153280822
(layer0,neuron9)-(layer1,neuron13): 1.31345123644
(layer0,neuron10)-(layer1,neuron0): 1.29160504363
(layer0,neuron10)-(layer1,neuron1): 0.0470140911035
(layer0,neuron10)-(layer1,neuron2): -2.82424363592
(layer0,neuron10)-(layer1,neuron3): 0.727275661772
(layer0,neuron10)-(layer1,neuron4): -1.86044597022
(layer0,neuron10)-(layer1,neuron5): 0.388106291629
(layer0,neuron10)-(layer1,neuron6): 0.0373258619002
(layer0,neuron10)-(layer1,neuron7): 0.0434477553757
(layer0,neuron10)-(layer1,neuron8): -1.52530327737
(layer0,neuron10)-(layer1,neuron9): -0.228976891326
(layer0,neuron10)-(layer1,neuron10): -0.667330780082
(layer0,neuron10)-(layer1,neuron11): 1.67401407896
(layer0,neuron10)-(layer1,neuron12): 0.283776925421
(layer0,neuron10)-(layer1,neuron13): -0.737754078074
(layer0,neuron11)-(layer1,neuron0): -0.660865195714
(layer0,neuron11)-(layer1,neuron1): 0.36396797842
(layer0,neuron11)-(layer1,neuron2): 0.0290781914251
(layer0,neuron11)-(layer1,neuron3): 1.01837029741
(layer0,neuron11)-(layer1,neuron4): 0.270632865277
(layer0,neuron11)-(layer1,neuron5): -1.97269180025
(layer0,neuron11)-(layer1,neuron6): 4.07835069437
(layer0,neuron11)-(layer1,neuron7): -0.0953256229754
(layer0,neuron11)-(layer1,neuron8): -0.706270794459
(layer0,neuron11)-(layer1,neuron9): -0.558022410514
(layer0,neuron11)-(layer1,neuron10): 2.79236478073
(layer0,neuron11)-(layer1,neuron11): -0.49852640606
(layer0,neuron11)-(layer1,neuron12): -0.0393552325477
(layer0,neuron11)-(layer1,neuron13): 1.58559598571
(layer0,neuron12)-(layer1,neuron0): -0.90660324626
(layer0,neuron12)-(layer1,neuron1): -0.302131386009
(layer0,neuron12)-(layer1,neuron2): 1.15990682477
(layer0,neuron12)-(layer1,neuron3): 0.539952692791
(layer0,neuron12)-(layer1,neuron4): -0.747704500458
(layer0,neuron12)-(layer1,neuron5): 0.705627356445
(layer0,neuron12)-(layer1,neuron6): 3.4833178056
(layer0,neuron12)-(layer1,neuron7): -0.209726289025
(layer0,neuron12)-(layer1,neuron8): -0.270073771591
(layer0,neuron12)-(layer1,neuron9): 0.871450629673
(layer0,neuron12)-(layer1,neuron10): -0.426277059508
(layer0,neuron12)-(layer1,neuron11): -1.60902636038
(layer0,neuron12)-(layer1,neuron12): -3.19538077671
(layer0,neuron12)-(layer1,neuron13): 1.95155199443
(layer0,neuron13)-(layer1,neuron0): 2.04782206706
(layer0,neuron13)-(layer1,neuron1): -1.8229634264
(layer0,neuron13)-(layer1,neuron2): -0.485988133628
(layer0,neuron13)-(layer1,neuron3): 2.57883357323
(layer0,neuron13)-(layer1,neuron4): 1.09684173744
(layer0,neuron13)-(layer1,neuron5): 5.27711948391
(layer0,neuron13)-(layer1,neuron6): -2.81214687034
(layer0,neuron13)-(layer1,neuron7): 15.6908786137
(layer0,neuron13)-(layer1,neuron8): 0.126953777866
(layer0,neuron13)-(layer1,neuron9): 4.23284510067
(layer0,neuron13)-(layer1,neuron10): -0.537399539153
(layer0,neuron13)-(layer1,neuron11): -0.0640349203543
(layer0,neuron13)-(layer1,neuron12): -0.258931077278
(layer0,neuron13)-(layer1,neuron13): -4.4175909353
(layer1,neuron0)-(layer2,neuron0): -3.04221774656
(layer1,neuron0)-(layer2,neuron1): -0.0690466512173
(layer1,neuron0)-(layer2,neuron2): -0.566573594543
(layer1,neuron0)-(layer2,neuron3): -1.95178234268
(layer1,neuron0)-(layer2,neuron4): -1.02540225363
(layer1,neuron0)-(layer2,neuron5): -1.38348026145
(layer1,neuron0)-(layer2,neuron6): -0.824647671483
(layer1,neuron0)-(layer2,neuron7): -1.84827666026
(layer1,neuron0)-(layer2,neuron8): 1.34549859653
(layer1,neuron0)-(layer2,neuron9): -0.320692287716
(layer1,neuron0)-(layer2,neuron10): -0.878282541944
(layer1,neuron0)-(layer2,neuron11): -0.207845533026
(layer1,neuron0)-(layer2,neuron12): -0.384057926627
(layer1,neuron1)-(layer2,neuron0): 1.05858432166
(layer1,neuron1)-(layer2,neuron1): 0.345864852367
(layer1,neuron1)-(layer2,neuron2): -0.160427512771
(layer1,neuron1)-(layer2,neuron3): -2.03387713871
(layer1,neuron1)-(layer2,neuron4): -0.929721724857
(layer1,neuron1)-(layer2,neuron5): 1.64197498091
(layer1,neuron1)-(layer2,neuron6): 1.32661054732
(layer1,neuron1)-(layer2,neuron7): 0.763114626462
(layer1,neuron1)-(layer2,neuron8): -0.109853121207
(layer1,neuron1)-(layer2,neuron9): 1.95498530881
(layer1,neuron1)-(layer2,neuron10): -1.69394591108
(layer1,neuron1)-(layer2,neuron11): -1.31144192097
(layer1,neuron1)-(layer2,neuron12): -0.261977158437
(layer1,neuron2)-(layer2,neuron0): -1.5232151538
(layer1,neuron2)-(layer2,neuron1): 0.953794723316
(layer1,neuron2)-(layer2,neuron2): 0.86123620063
(layer1,neuron2)-(layer2,neuron3): -1.5946549222
(layer1,neuron2)-(layer2,neuron4): 0.624123021609
(layer1,neuron2)-(layer2,neuron5): -0.300194852987
(layer1,neuron2)-(layer2,neuron6): -1.17646898179
(layer1,neuron2)-(layer2,neuron7): -1.20976617051
(layer1,neuron2)-(layer2,neuron8): 2.30743780701
(layer1,neuron2)-(layer2,neuron9): -0.0178585122434
(layer1,neuron2)-(layer2,neuron10): 0.478807414567
(layer1,neuron2)-(layer2,neuron11): -1.15554365613
(layer1,neuron2)-(layer2,neuron12): 2.0445265279
(layer1,neuron3)-(layer2,neuron0): -1.68777929636
(layer1,neuron3)-(layer2,neuron1): -0.164528169068
(layer1,neuron3)-(layer2,neuron2): 0.199093268325
(layer1,neuron3)-(layer2,neuron3): -1.88926013012
(layer1,neuron3)-(layer2,neuron4): -1.22428604001
(layer1,neuron3)-(layer2,neuron5): -2.11787142912
(layer1,neuron3)-(layer2,neuron6): 0.556126529017
(layer1,neuron3)-(layer2,neuron7): -1.80308155885
(layer1,neuron3)-(layer2,neuron8): -4.31845182828
(layer1,neuron3)-(layer2,neuron9): -1.55041864186
(layer1,neuron3)-(layer2,neuron10): 0.574117882421
(layer1,neuron3)-(layer2,neuron11): -1.02367505384
(layer1,neuron3)-(layer2,neuron12): -2.16783151117
(layer1,neuron4)-(layer2,neuron0): 0.26235722013
(layer1,neuron4)-(layer2,neuron1): -1.8385743158
(layer1,neuron4)-(layer2,neuron2): -1.01315239556
(layer1,neuron4)-(layer2,neuron3): -1.54376098772
(layer1,neuron4)-(layer2,neuron4): -0.121139623044
(layer1,neuron4)-(layer2,neuron5): 0.214435853001
(layer1,neuron4)-(layer2,neuron6): 0.15319440734
(layer1,neuron4)-(layer2,neuron7): -0.816171964893
(layer1,neuron4)-(layer2,neuron8): -1.56213355167
(layer1,neuron4)-(layer2,neuron9): -2.26932091516
(layer1,neuron4)-(layer2,neuron10): -1.36422890823
(layer1,neuron4)-(layer2,neuron11): -1.73315900975
(layer1,neuron4)-(layer2,neuron12): -1.61791654365
(layer1,neuron5)-(layer2,neuron0): -0.44353891793
(layer1,neuron5)-(layer2,neuron1): 2.48397829684
(layer1,neuron5)-(layer2,neuron2): -0.657787201242
(layer1,neuron5)-(layer2,neuron3): -0.120906108936
(layer1,neuron5)-(layer2,neuron4): -0.498688812471
(layer1,neuron5)-(layer2,neuron5): -3.00345217162
(layer1,neuron5)-(layer2,neuron6): 0.704612985964
(layer1,neuron5)-(layer2,neuron7): 1.30435386435
(layer1,neuron5)-(layer2,neuron8): -3.66628270761
(layer1,neuron5)-(layer2,neuron9): -1.38415524481
(layer1,neuron5)-(layer2,neuron10): 0.239581899159
(layer1,neuron5)-(layer2,neuron11): 1.18447028633
(layer1,neuron5)-(layer2,neuron12): 0.0707456844924
(layer1,neuron6)-(layer2,neuron0): -1.61895440106
(layer1,neuron6)-(layer2,neuron1): 0.345866025602
(layer1,neuron6)-(layer2,neuron2): 0.972614206531
(layer1,neuron6)-(layer2,neuron3): 1.69012545563
(layer1,neuron6)-(layer2,neuron4): 0.65297211724
(layer1,neuron6)-(layer2,neuron5): -0.881359488565
(layer1,neuron6)-(layer2,neuron6): -0.175260408561
(layer1,neuron6)-(layer2,neuron7): -0.329174076666
(layer1,neuron6)-(layer2,neuron8): 3.76241546319
(layer1,neuron6)-(layer2,neuron9): -1.74996443003
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