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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:33:58 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/job416
Training events: 29926


#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'    [49.7499961853,711.081665039]
LepAPt                        LepAPt                            'F'    [20.0021438599,189.268966675]
LepBPt                        LepBPt                            'F'    [10.0008592606,74.385925293]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [0.951345682144,19.6063156128]
MetSpec                       MetSpec                           'F'    [15.0248270035,290.76965332]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.2123203278,440.607177734]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.888904690742,300.372680664]
addEt                         addEt                             'F'    [48.2450904846,354.966430664]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.160927712917,3.14158320427]
dPhiLeptons                   dPhiLeptons                       'F'    [2.93254852295e-05,1.04818320274]
dRLeptons                     dRLeptons                         'F'    [0.200063899159,1.09498274326]
lep1_E                        lep1_E                            'F'    [20.0025482178,202.459274292]
lep2_E                        lep2_E                            'F'    [10.0034532547,115.518630981]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.243924447853
(layer0,neuron0)-(layer1,neuron1): 2.28160033328
(layer0,neuron0)-(layer1,neuron2): 1.01637933246
(layer0,neuron0)-(layer1,neuron3): 1.86663133596
(layer0,neuron0)-(layer1,neuron4): -1.84386849605
(layer0,neuron0)-(layer1,neuron5): -1.63185973695
(layer0,neuron0)-(layer1,neuron6): -1.03121566293
(layer0,neuron0)-(layer1,neuron7): 2.01869762841
(layer0,neuron0)-(layer1,neuron8): -1.28681844775
(layer0,neuron0)-(layer1,neuron9): -0.339566031246
(layer0,neuron0)-(layer1,neuron10): -1.18151571657
(layer0,neuron0)-(layer1,neuron11): -0.189498095614
(layer0,neuron0)-(layer1,neuron12): -1.67876661284
(layer0,neuron0)-(layer1,neuron13): -0.778149457835
(layer0,neuron1)-(layer1,neuron0): -0.587833675201
(layer0,neuron1)-(layer1,neuron1): 0.783734155327
(layer0,neuron1)-(layer1,neuron2): -0.29330139994
(layer0,neuron1)-(layer1,neuron3): 1.86357838241
(layer0,neuron1)-(layer1,neuron4): -0.127250531928
(layer0,neuron1)-(layer1,neuron5): 1.32611872476
(layer0,neuron1)-(layer1,neuron6): -0.636394728047
(layer0,neuron1)-(layer1,neuron7): -0.457810124237
(layer0,neuron1)-(layer1,neuron8): 0.845744353165
(layer0,neuron1)-(layer1,neuron9): 0.702185100511
(layer0,neuron1)-(layer1,neuron10): -0.097089688115
(layer0,neuron1)-(layer1,neuron11): -0.0319351251903
(layer0,neuron1)-(layer1,neuron12): 1.82611213913
(layer0,neuron1)-(layer1,neuron13): -1.46177357623
(layer0,neuron2)-(layer1,neuron0): -1.84985580093
(layer0,neuron2)-(layer1,neuron1): 0.788932511388
(layer0,neuron2)-(layer1,neuron2): 0.619970146084
(layer0,neuron2)-(layer1,neuron3): 1.69860264473
(layer0,neuron2)-(layer1,neuron4): -0.185090736598
(layer0,neuron2)-(layer1,neuron5): -0.386007651878
(layer0,neuron2)-(layer1,neuron6): -3.00517858324
(layer0,neuron2)-(layer1,neuron7): 0.659546706809
(layer0,neuron2)-(layer1,neuron8): -1.4517762002
(layer0,neuron2)-(layer1,neuron9): 1.93043119299
(layer0,neuron2)-(layer1,neuron10): -1.63308616276
(layer0,neuron2)-(layer1,neuron11): 1.26960630138
(layer0,neuron2)-(layer1,neuron12): -0.420854485948
(layer0,neuron2)-(layer1,neuron13): 0.860805039828
(layer0,neuron3)-(layer1,neuron0): 1.93481123426
(layer0,neuron3)-(layer1,neuron1): 1.4007355724
(layer0,neuron3)-(layer1,neuron2): -0.690828625433
(layer0,neuron3)-(layer1,neuron3): -1.53607724729
(layer0,neuron3)-(layer1,neuron4): 1.00077265816
(layer0,neuron3)-(layer1,neuron5): 0.400766507579
(layer0,neuron3)-(layer1,neuron6): 4.68624211677
(layer0,neuron3)-(layer1,neuron7): 2.18947477995
(layer0,neuron3)-(layer1,neuron8): 1.65289886412
(layer0,neuron3)-(layer1,neuron9): 2.29874862793
(layer0,neuron3)-(layer1,neuron10): -1.21063984648
(layer0,neuron3)-(layer1,neuron11): 1.64268602769
(layer0,neuron3)-(layer1,neuron12): -3.53865539842
(layer0,neuron3)-(layer1,neuron13): -1.13238146696
(layer0,neuron4)-(layer1,neuron0): -1.2506710977
(layer0,neuron4)-(layer1,neuron1): -1.6184764053
(layer0,neuron4)-(layer1,neuron2): 1.64555337311
(layer0,neuron4)-(layer1,neuron3): 0.886695350592
(layer0,neuron4)-(layer1,neuron4): -1.44120894335
(layer0,neuron4)-(layer1,neuron5): 0.578349014692
(layer0,neuron4)-(layer1,neuron6): 1.05075608888
(layer0,neuron4)-(layer1,neuron7): 0.699408688915
(layer0,neuron4)-(layer1,neuron8): 1.96071379896
(layer0,neuron4)-(layer1,neuron9): 0.313238572899
(layer0,neuron4)-(layer1,neuron10): 0.760247475558
(layer0,neuron4)-(layer1,neuron11): -0.839697217693
(layer0,neuron4)-(layer1,neuron12): 0.338587867715
(layer0,neuron4)-(layer1,neuron13): -1.26779208122
(layer0,neuron5)-(layer1,neuron0): -0.650195281954
(layer0,neuron5)-(layer1,neuron1): -1.23351561641
(layer0,neuron5)-(layer1,neuron2): 0.887355423095
(layer0,neuron5)-(layer1,neuron3): 1.26087219017
(layer0,neuron5)-(layer1,neuron4): 1.5773947662
(layer0,neuron5)-(layer1,neuron5): -0.569385952421
(layer0,neuron5)-(layer1,neuron6): -2.51076679125
(layer0,neuron5)-(layer1,neuron7): -2.47084319934
(layer0,neuron5)-(layer1,neuron8): 1.11899083518
(layer0,neuron5)-(layer1,neuron9): 0.928704814628
(layer0,neuron5)-(layer1,neuron10): 2.2764305543
(layer0,neuron5)-(layer1,neuron11): 0.777769787072
(layer0,neuron5)-(layer1,neuron12): 1.16298946413
(layer0,neuron5)-(layer1,neuron13): -1.13056245489
(layer0,neuron6)-(layer1,neuron0): -0.8151839309
(layer0,neuron6)-(layer1,neuron1): 0.112675476703
(layer0,neuron6)-(layer1,neuron2): 1.27353157731
(layer0,neuron6)-(layer1,neuron3): -0.96761512617
(layer0,neuron6)-(layer1,neuron4): -1.54783318233
(layer0,neuron6)-(layer1,neuron5): -1.76695198362
(layer0,neuron6)-(layer1,neuron6): -1.47224362786
(layer0,neuron6)-(layer1,neuron7): 0.892794240292
(layer0,neuron6)-(layer1,neuron8): 1.76618338789
(layer0,neuron6)-(layer1,neuron9): -0.727707796967
(layer0,neuron6)-(layer1,neuron10): -0.0302257632134
(layer0,neuron6)-(layer1,neuron11): 2.01099000585
(layer0,neuron6)-(layer1,neuron12): -1.60453459775
(layer0,neuron6)-(layer1,neuron13): -1.83008847714
(layer0,neuron7)-(layer1,neuron0): -1.40092711306
(layer0,neuron7)-(layer1,neuron1): 1.60517153544
(layer0,neuron7)-(layer1,neuron2): -1.92585214896
(layer0,neuron7)-(layer1,neuron3): -1.70721706386
(layer0,neuron7)-(layer1,neuron4): 0.066060940433
(layer0,neuron7)-(layer1,neuron5): 1.08635567245
(layer0,neuron7)-(layer1,neuron6): -6.32817807577
(layer0,neuron7)-(layer1,neuron7): 6.597341722
(layer0,neuron7)-(layer1,neuron8): -0.865110905994
(layer0,neuron7)-(layer1,neuron9): 1.58449112227
(layer0,neuron7)-(layer1,neuron10): 1.01193127591
(layer0,neuron7)-(layer1,neuron11): 0.575800592208
(layer0,neuron7)-(layer1,neuron12): -6.81704730546
(layer0,neuron7)-(layer1,neuron13): 0.449451055926
(layer0,neuron8)-(layer1,neuron0): 0.205341670092
(layer0,neuron8)-(layer1,neuron1): 0.523703585243
(layer0,neuron8)-(layer1,neuron2): -1.69725195683
(layer0,neuron8)-(layer1,neuron3): 1.43603157214
(layer0,neuron8)-(layer1,neuron4): 0.443308332515
(layer0,neuron8)-(layer1,neuron5): -1.22819892549
(layer0,neuron8)-(layer1,neuron6): 1.41288937128
(layer0,neuron8)-(layer1,neuron7): -0.0179676585706
(layer0,neuron8)-(layer1,neuron8): -1.58303167239
(layer0,neuron8)-(layer1,neuron9): 0.357915652884
(layer0,neuron8)-(layer1,neuron10): -0.275392307888
(layer0,neuron8)-(layer1,neuron11): 1.83416548228
(layer0,neuron8)-(layer1,neuron12): 0.947887726123
(layer0,neuron8)-(layer1,neuron13): 0.348595286622
(layer0,neuron9)-(layer1,neuron0): -0.32030870477
(layer0,neuron9)-(layer1,neuron1): 0.275726510447
(layer0,neuron9)-(layer1,neuron2): -1.73662954017
(layer0,neuron9)-(layer1,neuron3): 1.29633681283
(layer0,neuron9)-(layer1,neuron4): 0.130399808677
(layer0,neuron9)-(layer1,neuron5): -1.67670971263
(layer0,neuron9)-(layer1,neuron6): 0.231369012837
(layer0,neuron9)-(layer1,neuron7): -0.839827122724
(layer0,neuron9)-(layer1,neuron8): 0.00833698749713
(layer0,neuron9)-(layer1,neuron9): 0.33556835714
(layer0,neuron9)-(layer1,neuron10): 1.65031021549
(layer0,neuron9)-(layer1,neuron11): -1.43307526645
(layer0,neuron9)-(layer1,neuron12): -0.867797539579
(layer0,neuron9)-(layer1,neuron13): 1.39366480976
(layer0,neuron10)-(layer1,neuron0): 1.6327831193
(layer0,neuron10)-(layer1,neuron1): -0.318566354952
(layer0,neuron10)-(layer1,neuron2): -1.29033997138
(layer0,neuron10)-(layer1,neuron3): 0.118006228986
(layer0,neuron10)-(layer1,neuron4): -0.906539106929
(layer0,neuron10)-(layer1,neuron5): 1.47523125074
(layer0,neuron10)-(layer1,neuron6): -1.24301030402
(layer0,neuron10)-(layer1,neuron7): 0.801721424609
(layer0,neuron10)-(layer1,neuron8): -0.433466153604
(layer0,neuron10)-(layer1,neuron9): -0.45428664276
(layer0,neuron10)-(layer1,neuron10): -0.729338037186
(layer0,neuron10)-(layer1,neuron11): 1.01718698193
(layer0,neuron10)-(layer1,neuron12): 0.909515570114
(layer0,neuron10)-(layer1,neuron13): -0.594131525275
(layer0,neuron11)-(layer1,neuron0): -0.583062177304
(layer0,neuron11)-(layer1,neuron1): 0.229220706106
(layer0,neuron11)-(layer1,neuron2): 1.12883816728
(layer0,neuron11)-(layer1,neuron3): 0.76583830431
(layer0,neuron11)-(layer1,neuron4): 1.24939478385
(layer0,neuron11)-(layer1,neuron5): -1.48160944349
(layer0,neuron11)-(layer1,neuron6): 1.8771970966
(layer0,neuron11)-(layer1,neuron7): 0.048615250852
(layer0,neuron11)-(layer1,neuron8): 0.591148860925
(layer0,neuron11)-(layer1,neuron9): 0.9108718966
(layer0,neuron11)-(layer1,neuron10): 1.82524614932
(layer0,neuron11)-(layer1,neuron11): -0.102731662469
(layer0,neuron11)-(layer1,neuron12): 1.23403191402
(layer0,neuron11)-(layer1,neuron13): 0.542704761875
(layer0,neuron12)-(layer1,neuron0): -0.887979578947
(layer0,neuron12)-(layer1,neuron1): -0.243493411743
(layer0,neuron12)-(layer1,neuron2): 1.61307007556
(layer0,neuron12)-(layer1,neuron3): 1.25273888074
(layer0,neuron12)-(layer1,neuron4): 0.155161367295
(layer0,neuron12)-(layer1,neuron5): 1.71998979599
(layer0,neuron12)-(layer1,neuron6): 1.10792365304
(layer0,neuron12)-(layer1,neuron7): -2.11888518647
(layer0,neuron12)-(layer1,neuron8): 0.642391295692
(layer0,neuron12)-(layer1,neuron9): -0.100738785968
(layer0,neuron12)-(layer1,neuron10): 0.221845115025
(layer0,neuron12)-(layer1,neuron11): -1.20563280833
(layer0,neuron12)-(layer1,neuron12): -2.02354388442
(layer0,neuron12)-(layer1,neuron13): 0.668990634909
(layer0,neuron13)-(layer1,neuron0): 1.76670107505
(layer0,neuron13)-(layer1,neuron1): -0.137640626628
(layer0,neuron13)-(layer1,neuron2): -0.469696571163
(layer0,neuron13)-(layer1,neuron3): -0.988454870364
(layer0,neuron13)-(layer1,neuron4): -0.604214217483
(layer0,neuron13)-(layer1,neuron5): 0.94154281608
(layer0,neuron13)-(layer1,neuron6): -8.15944811317
(layer0,neuron13)-(layer1,neuron7): 5.87244723736
(layer0,neuron13)-(layer1,neuron8): -1.21497154622
(layer0,neuron13)-(layer1,neuron9): 2.84277764011
(layer0,neuron13)-(layer1,neuron10): 1.60881142583
(layer0,neuron13)-(layer1,neuron11): 0.739410623057
(layer0,neuron13)-(layer1,neuron12): -6.02984445782
(layer0,neuron13)-(layer1,neuron13): 0.34938523738
(layer1,neuron0)-(layer2,neuron0): -3.1062756078
(layer1,neuron0)-(layer2,neuron1): -0.16663445873
(layer1,neuron0)-(layer2,neuron2): -0.0912767663152
(layer1,neuron0)-(layer2,neuron3): -1.6379667848
(layer1,neuron0)-(layer2,neuron4): -0.694367071618
(layer1,neuron0)-(layer2,neuron5): -0.655419392328
(layer1,neuron0)-(layer2,neuron6): -0.533320224264
(layer1,neuron0)-(layer2,neuron7): -2.30786340318
(layer1,neuron0)-(layer2,neuron8): 0.732310172823
(layer1,neuron0)-(layer2,neuron9): 1.40610795669
(layer1,neuron0)-(layer2,neuron10): -1.25380291465
(layer1,neuron0)-(layer2,neuron11): -0.325900182142
(layer1,neuron0)-(layer2,neuron12): -0.0253156996022
(layer1,neuron1)-(layer2,neuron0): 1.19454903039
(layer1,neuron1)-(layer2,neuron1): 0.18662934253
(layer1,neuron1)-(layer2,neuron2): -0.194302300073
(layer1,neuron1)-(layer2,neuron3): -2.07187842377
(layer1,neuron1)-(layer2,neuron4): -0.922841009464
(layer1,neuron1)-(layer2,neuron5): 1.37355352086
(layer1,neuron1)-(layer2,neuron6): 1.11986070178
(layer1,neuron1)-(layer2,neuron7): 0.659440937689
(layer1,neuron1)-(layer2,neuron8): 0.0894878542488
(layer1,neuron1)-(layer2,neuron9): 2.79763373619
(layer1,neuron1)-(layer2,neuron10): -1.80367892953
(layer1,neuron1)-(layer2,neuron11): -1.29027106073
(layer1,neuron1)-(layer2,neuron12): -0.315053811273
(layer1,neuron2)-(layer2,neuron0): -1.5089679824
(layer1,neuron2)-(layer2,neuron1): 0.841857779779
(layer1,neuron2)-(layer2,neuron2): 1.67459916416
(layer1,neuron2)-(layer2,neuron3): -1.28241122789
(layer1,neuron2)-(layer2,neuron4): 0.785753602444
(layer1,neuron2)-(layer2,neuron5): -0.0960919709068
(layer1,neuron2)-(layer2,neuron6): -1.7864490646
(layer1,neuron2)-(layer2,neuron7): -1.11193891651
(layer1,neuron2)-(layer2,neuron8): 0.963295272696
(layer1,neuron2)-(layer2,neuron9): -0.106045689873
(layer1,neuron2)-(layer2,neuron10): 0.876803024081
(layer1,neuron2)-(layer2,neuron11): -1.15105368251
(layer1,neuron2)-(layer2,neuron12): 1.62042667767
(layer1,neuron3)-(layer2,neuron0): -1.74461624171
(layer1,neuron3)-(layer2,neuron1): 0.682620479102
(layer1,neuron3)-(layer2,neuron2): 0.0572696247893
(layer1,neuron3)-(layer2,neuron3): -1.55422815745
(layer1,neuron3)-(layer2,neuron4): -1.31026638086
(layer1,neuron3)-(layer2,neuron5): -1.87420767559
(layer1,neuron3)-(layer2,neuron6): -0.381147923093
(layer1,neuron3)-(layer2,neuron7): -1.88661470179
(layer1,neuron3)-(layer2,neuron8): -1.62311339912
(layer1,neuron3)-(layer2,neuron9): -1.72015439528
(layer1,neuron3)-(layer2,neuron10): 0.143591406029
(layer1,neuron3)-(layer2,neuron11): -0.983133921517
(layer1,neuron3)-(layer2,neuron12): -1.60844728416
(layer1,neuron4)-(layer2,neuron0): 0.190786327419
(layer1,neuron4)-(layer2,neuron1): -1.55119408202
(layer1,neuron4)-(layer2,neuron2): -0.343132490946
(layer1,neuron4)-(layer2,neuron3): -1.28078917256
(layer1,neuron4)-(layer2,neuron4): 0.218658596363
(layer1,neuron4)-(layer2,neuron5): 1.02826483707
(layer1,neuron4)-(layer2,neuron6): 0.765421027637
(layer1,neuron4)-(layer2,neuron7): -1.11726194071
(layer1,neuron4)-(layer2,neuron8): -2.08320358064
(layer1,neuron4)-(layer2,neuron9): -1.06799384803
(layer1,neuron4)-(layer2,neuron10): -1.45348107751
(layer1,neuron4)-(layer2,neuron11): -1.51872427708
(layer1,neuron4)-(layer2,neuron12): -0.89663717025
(layer1,neuron5)-(layer2,neuron0): -0.707972988797
(layer1,neuron5)-(layer2,neuron1): 0.660715066989
(layer1,neuron5)-(layer2,neuron2): -0.828741309945
(layer1,neuron5)-(layer2,neuron3): 0.0125938939576
(layer1,neuron5)-(layer2,neuron4): -0.522603463402
(layer1,neuron5)-(layer2,neuron5): -2.89451644186
(layer1,neuron5)-(layer2,neuron6): 0.794692572316
(layer1,neuron5)-(layer2,neuron7): 0.904883601696
(layer1,neuron5)-(layer2,neuron8): -1.61543751933
(layer1,neuron5)-(layer2,neuron9): -0.859260905818
(layer1,neuron5)-(layer2,neuron10): 0.312184836817
(layer1,neuron5)-(layer2,neuron11): 0.962899232772
(layer1,neuron5)-(layer2,neuron12): -1.10418419978
(layer1,neuron6)-(layer2,neuron0): -1.57342820466
(layer1,neuron6)-(layer2,neuron1): -0.142783691247
(layer1,neuron6)-(layer2,neuron2): 1.18695199293
(layer1,neuron6)-(layer2,neuron3): 1.49740979376
(layer1,neuron6)-(layer2,neuron4): 1.02781838598
(layer1,neuron6)-(layer2,neuron5): -2.05015712392
(layer1,neuron6)-(layer2,neuron6): 0.246626484193
(layer1,neuron6)-(layer2,neuron7): -0.202761573266
(layer1,neuron6)-(layer2,neuron8): -2.06044444242
(layer1,neuron6)-(layer2,neuron9): -5.05750785601
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