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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 09:50:36 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/job400
Training events: 46092


#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'    [48.2055778503,708.240539551]
LepAPt                        LepAPt                            'F'    [20.0001125336,183.946380615]
LepBPt                        LepBPt                            'F'    [10.0002183914,70.5175170898]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.13823473454,17.7251911163]
MetSpec                       MetSpec                           'F'    [15.0000524521,214.544067383]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1484737396,511.516204834]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [1.29604113102,257.11505127]
addEt                         addEt                             'F'    [48.1082038879,354.9012146]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.000599204504397,3.14159059525]
dPhiLeptons                   dPhiLeptons                       'F'    [3.91006469727e-05,1.14321351051]
dRLeptons                     dRLeptons                         'F'    [0.200031235814,1.14349746704]
lep1_E                        lep1_E                            'F'    [20.0144271851,232.717926025]
lep2_E                        lep2_E                            'F'    [10.0051202774,122.221923828]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.393668996169
(layer0,neuron0)-(layer1,neuron1): 2.31538211747
(layer0,neuron0)-(layer1,neuron2): -0.362663893693
(layer0,neuron0)-(layer1,neuron3): 1.61619886867
(layer0,neuron0)-(layer1,neuron4): -1.20194788643
(layer0,neuron0)-(layer1,neuron5): -0.956009956386
(layer0,neuron0)-(layer1,neuron6): -0.75337262355
(layer0,neuron0)-(layer1,neuron7): 1.38003580491
(layer0,neuron0)-(layer1,neuron8): -1.68939484265
(layer0,neuron0)-(layer1,neuron9): -0.779029979687
(layer0,neuron0)-(layer1,neuron10): -0.969720087194
(layer0,neuron0)-(layer1,neuron11): 0.1059192657
(layer0,neuron0)-(layer1,neuron12): -1.64760113437
(layer0,neuron0)-(layer1,neuron13): 0.0816835943247
(layer0,neuron1)-(layer1,neuron0): -0.596876440303
(layer0,neuron1)-(layer1,neuron1): 0.937319888924
(layer0,neuron1)-(layer1,neuron2): -4.08209589342
(layer0,neuron1)-(layer1,neuron3): 0.980677038667
(layer0,neuron1)-(layer1,neuron4): 0.473194113403
(layer0,neuron1)-(layer1,neuron5): 1.97890764276
(layer0,neuron1)-(layer1,neuron6): -1.48320298951
(layer0,neuron1)-(layer1,neuron7): 5.29244478442
(layer0,neuron1)-(layer1,neuron8): 0.649318290836
(layer0,neuron1)-(layer1,neuron9): 0.387088963567
(layer0,neuron1)-(layer1,neuron10): -1.48849877156
(layer0,neuron1)-(layer1,neuron11): 2.21506043993
(layer0,neuron1)-(layer1,neuron12): 0.653452216715
(layer0,neuron1)-(layer1,neuron13): -0.255709179175
(layer0,neuron2)-(layer1,neuron0): -1.98082125553
(layer0,neuron2)-(layer1,neuron1): 0.402759904419
(layer0,neuron2)-(layer1,neuron2): -1.1342355988
(layer0,neuron2)-(layer1,neuron3): 0.983911028052
(layer0,neuron2)-(layer1,neuron4): 0.423838798755
(layer0,neuron2)-(layer1,neuron5): 1.29559279216
(layer0,neuron2)-(layer1,neuron6): -0.67557718161
(layer0,neuron2)-(layer1,neuron7): 2.80463821947
(layer0,neuron2)-(layer1,neuron8): -1.35626655574
(layer0,neuron2)-(layer1,neuron9): 2.2251890205
(layer0,neuron2)-(layer1,neuron10): -2.91540814875
(layer0,neuron2)-(layer1,neuron11): 4.43748099871
(layer0,neuron2)-(layer1,neuron12): 0.641863871937
(layer0,neuron2)-(layer1,neuron13): 2.02675030604
(layer0,neuron3)-(layer1,neuron0): 1.98326497561
(layer0,neuron3)-(layer1,neuron1): 1.62504221052
(layer0,neuron3)-(layer1,neuron2): 2.1882649991
(layer0,neuron3)-(layer1,neuron3): -2.23644705266
(layer0,neuron3)-(layer1,neuron4): 0.530383826611
(layer0,neuron3)-(layer1,neuron5): -0.279883076332
(layer0,neuron3)-(layer1,neuron6): 4.21793132655
(layer0,neuron3)-(layer1,neuron7): 0.58925070623
(layer0,neuron3)-(layer1,neuron8): 1.23423708613
(layer0,neuron3)-(layer1,neuron9): 2.09367219389
(layer0,neuron3)-(layer1,neuron10): -1.81148254385
(layer0,neuron3)-(layer1,neuron11): 2.2407618487
(layer0,neuron3)-(layer1,neuron12): -1.90385321854
(layer0,neuron3)-(layer1,neuron13): -0.959700351404
(layer0,neuron4)-(layer1,neuron0): -1.21045259739
(layer0,neuron4)-(layer1,neuron1): -1.30407277234
(layer0,neuron4)-(layer1,neuron2): 1.38660474516
(layer0,neuron4)-(layer1,neuron3): -0.233632197711
(layer0,neuron4)-(layer1,neuron4): -0.585785185864
(layer0,neuron4)-(layer1,neuron5): 0.471220518572
(layer0,neuron4)-(layer1,neuron6): 0.766531683769
(layer0,neuron4)-(layer1,neuron7): 1.28603884198
(layer0,neuron4)-(layer1,neuron8): 1.65949595872
(layer0,neuron4)-(layer1,neuron9): 0.479888851823
(layer0,neuron4)-(layer1,neuron10): -0.025239607578
(layer0,neuron4)-(layer1,neuron11): 0.553508148261
(layer0,neuron4)-(layer1,neuron12): 0.450980645359
(layer0,neuron4)-(layer1,neuron13): -0.407925874673
(layer0,neuron5)-(layer1,neuron0): -0.864118700703
(layer0,neuron5)-(layer1,neuron1): -1.23294330807
(layer0,neuron5)-(layer1,neuron2): 0.00216811884499
(layer0,neuron5)-(layer1,neuron3): 1.4310823052
(layer0,neuron5)-(layer1,neuron4): 1.98262097118
(layer0,neuron5)-(layer1,neuron5): -0.00670009175167
(layer0,neuron5)-(layer1,neuron6): -1.88266734067
(layer0,neuron5)-(layer1,neuron7): -4.72013353198
(layer0,neuron5)-(layer1,neuron8): 0.742139492111
(layer0,neuron5)-(layer1,neuron9): 0.549721828278
(layer0,neuron5)-(layer1,neuron10): 3.03735434876
(layer0,neuron5)-(layer1,neuron11): -0.0336445495919
(layer0,neuron5)-(layer1,neuron12): 0.435402683867
(layer0,neuron5)-(layer1,neuron13): -0.368250718926
(layer0,neuron6)-(layer1,neuron0): -0.840138857475
(layer0,neuron6)-(layer1,neuron1): 0.238089137143
(layer0,neuron6)-(layer1,neuron2): -0.876416475655
(layer0,neuron6)-(layer1,neuron3): -1.89116960857
(layer0,neuron6)-(layer1,neuron4): -0.212208226438
(layer0,neuron6)-(layer1,neuron5): -1.24955078987
(layer0,neuron6)-(layer1,neuron6): -0.181599925283
(layer0,neuron6)-(layer1,neuron7): 1.68513063799
(layer0,neuron6)-(layer1,neuron8): 1.32902695587
(layer0,neuron6)-(layer1,neuron9): -1.02600026936
(layer0,neuron6)-(layer1,neuron10): -0.0421643508267
(layer0,neuron6)-(layer1,neuron11): 1.95187014668
(layer0,neuron6)-(layer1,neuron12): -0.964501448273
(layer0,neuron6)-(layer1,neuron13): -1.03497306065
(layer0,neuron7)-(layer1,neuron0): -1.3676282221
(layer0,neuron7)-(layer1,neuron1): 0.711820360275
(layer0,neuron7)-(layer1,neuron2): -7.74217650509
(layer0,neuron7)-(layer1,neuron3): -3.61660654918
(layer0,neuron7)-(layer1,neuron4): 1.90661971476
(layer0,neuron7)-(layer1,neuron5): 3.09737556909
(layer0,neuron7)-(layer1,neuron6): -3.35597137736
(layer0,neuron7)-(layer1,neuron7): 13.9860869778
(layer0,neuron7)-(layer1,neuron8): -0.998065421584
(layer0,neuron7)-(layer1,neuron9): -0.0317114147129
(layer0,neuron7)-(layer1,neuron10): -1.73163926876
(layer0,neuron7)-(layer1,neuron11): 6.60537952753
(layer0,neuron7)-(layer1,neuron12): -1.97254197903
(layer0,neuron7)-(layer1,neuron13): 1.63768230643
(layer0,neuron8)-(layer1,neuron0): 0.515449458978
(layer0,neuron8)-(layer1,neuron1): 0.448507999184
(layer0,neuron8)-(layer1,neuron2): 3.57712772026
(layer0,neuron8)-(layer1,neuron3): 2.35557072997
(layer0,neuron8)-(layer1,neuron4): -0.789014097015
(layer0,neuron8)-(layer1,neuron5): -3.10538545388
(layer0,neuron8)-(layer1,neuron6): 2.62008217985
(layer0,neuron8)-(layer1,neuron7): -0.787158094008
(layer0,neuron8)-(layer1,neuron8): -1.84057807404
(layer0,neuron8)-(layer1,neuron9): 0.674103810154
(layer0,neuron8)-(layer1,neuron10): -1.5066905996
(layer0,neuron8)-(layer1,neuron11): 1.93392810724
(layer0,neuron8)-(layer1,neuron12): 1.22299631701
(layer0,neuron8)-(layer1,neuron13): -0.476908179886
(layer0,neuron9)-(layer1,neuron0): -0.497485355581
(layer0,neuron9)-(layer1,neuron1): 0.15550112455
(layer0,neuron9)-(layer1,neuron2): -0.137608401751
(layer0,neuron9)-(layer1,neuron3): 0.70212871786
(layer0,neuron9)-(layer1,neuron4): 0.0352437769437
(layer0,neuron9)-(layer1,neuron5): -0.444300322773
(layer0,neuron9)-(layer1,neuron6): 0.260355456332
(layer0,neuron9)-(layer1,neuron7): 1.23943568602
(layer0,neuron9)-(layer1,neuron8): 0.265234370796
(layer0,neuron9)-(layer1,neuron9): 1.30443458368
(layer0,neuron9)-(layer1,neuron10): 3.03949701154
(layer0,neuron9)-(layer1,neuron11): -0.0586095551234
(layer0,neuron9)-(layer1,neuron12): -0.0487944829616
(layer0,neuron9)-(layer1,neuron13): 0.814192490784
(layer0,neuron10)-(layer1,neuron0): 1.46462567885
(layer0,neuron10)-(layer1,neuron1): -0.236005641851
(layer0,neuron10)-(layer1,neuron2): -1.63711331658
(layer0,neuron10)-(layer1,neuron3): -0.219605810593
(layer0,neuron10)-(layer1,neuron4): -3.19942295813
(layer0,neuron10)-(layer1,neuron5): 0.572697677729
(layer0,neuron10)-(layer1,neuron6): 0.33823179495
(layer0,neuron10)-(layer1,neuron7): -0.580094195944
(layer0,neuron10)-(layer1,neuron8): 0.4717872733
(layer0,neuron10)-(layer1,neuron9): -0.0905411667048
(layer0,neuron10)-(layer1,neuron10): -1.89167603025
(layer0,neuron10)-(layer1,neuron11): 0.359296657104
(layer0,neuron10)-(layer1,neuron12): 0.942275996449
(layer0,neuron10)-(layer1,neuron13): -0.789968013768
(layer0,neuron11)-(layer1,neuron0): -0.507319329537
(layer0,neuron11)-(layer1,neuron1): 0.206057769776
(layer0,neuron11)-(layer1,neuron2): 3.13408767772
(layer0,neuron11)-(layer1,neuron3): 0.452700235277
(layer0,neuron11)-(layer1,neuron4): 1.11203581452
(layer0,neuron11)-(layer1,neuron5): -3.84981610633
(layer0,neuron11)-(layer1,neuron6): 3.04762344315
(layer0,neuron11)-(layer1,neuron7): 2.319082577
(layer0,neuron11)-(layer1,neuron8): 1.0285497349
(layer0,neuron11)-(layer1,neuron9): 0.829461627097
(layer0,neuron11)-(layer1,neuron10): 0.74732594518
(layer0,neuron11)-(layer1,neuron11): -0.654746324221
(layer0,neuron11)-(layer1,neuron12): -2.29028636594
(layer0,neuron11)-(layer1,neuron13): 1.52840270272
(layer0,neuron12)-(layer1,neuron0): -0.95263745323
(layer0,neuron12)-(layer1,neuron1): -0.612292860411
(layer0,neuron12)-(layer1,neuron2): 6.2589325788
(layer0,neuron12)-(layer1,neuron3): 0.605225565345
(layer0,neuron12)-(layer1,neuron4): 0.257599984299
(layer0,neuron12)-(layer1,neuron5): 0.564708318375
(layer0,neuron12)-(layer1,neuron6): 4.23410777304
(layer0,neuron12)-(layer1,neuron7): -1.87142021981
(layer0,neuron12)-(layer1,neuron8): 1.35481965314
(layer0,neuron12)-(layer1,neuron9): 0.379010830725
(layer0,neuron12)-(layer1,neuron10): 0.737148748005
(layer0,neuron12)-(layer1,neuron11): -1.13428647897
(layer0,neuron12)-(layer1,neuron12): -2.90336321051
(layer0,neuron12)-(layer1,neuron13): 1.68645750042
(layer0,neuron13)-(layer1,neuron0): 1.96949067516
(layer0,neuron13)-(layer1,neuron1): -1.64455517452
(layer0,neuron13)-(layer1,neuron2): -6.54904774167
(layer0,neuron13)-(layer1,neuron3): -2.80713557563
(layer0,neuron13)-(layer1,neuron4): 0.846648732164
(layer0,neuron13)-(layer1,neuron5): 2.46327829094
(layer0,neuron13)-(layer1,neuron6): -4.87502454963
(layer0,neuron13)-(layer1,neuron7): 16.5813300492
(layer0,neuron13)-(layer1,neuron8): -0.536550737929
(layer0,neuron13)-(layer1,neuron9): 1.09863911898
(layer0,neuron13)-(layer1,neuron10): -1.3248835189
(layer0,neuron13)-(layer1,neuron11): 7.87269270889
(layer0,neuron13)-(layer1,neuron12): 1.42359882388
(layer0,neuron13)-(layer1,neuron13): 0.00177264159861
(layer1,neuron0)-(layer2,neuron0): -3.30144304511
(layer1,neuron0)-(layer2,neuron1): -0.794773772595
(layer1,neuron0)-(layer2,neuron2): -0.891992644403
(layer1,neuron0)-(layer2,neuron3): -1.50247248795
(layer1,neuron0)-(layer2,neuron4): -0.738063948734
(layer1,neuron0)-(layer2,neuron5): -1.35372484846
(layer1,neuron0)-(layer2,neuron6): -0.820971793627
(layer1,neuron0)-(layer2,neuron7): -2.46219366749
(layer1,neuron0)-(layer2,neuron8): 0.180987940883
(layer1,neuron0)-(layer2,neuron9): -0.491100802063
(layer1,neuron0)-(layer2,neuron10): -1.39024516966
(layer1,neuron0)-(layer2,neuron11): -0.164624496855
(layer1,neuron0)-(layer2,neuron12): 0.534076551087
(layer1,neuron1)-(layer2,neuron0): 1.10839862225
(layer1,neuron1)-(layer2,neuron1): -0.0462447853293
(layer1,neuron1)-(layer2,neuron2): -0.861855453464
(layer1,neuron1)-(layer2,neuron3): -1.98268945544
(layer1,neuron1)-(layer2,neuron4): -0.906717171057
(layer1,neuron1)-(layer2,neuron5): 1.64457976468
(layer1,neuron1)-(layer2,neuron6): 1.3733515997
(layer1,neuron1)-(layer2,neuron7): 0.819999246498
(layer1,neuron1)-(layer2,neuron8): 0.172120353289
(layer1,neuron1)-(layer2,neuron9): 1.93719859062
(layer1,neuron1)-(layer2,neuron10): -1.70274718764
(layer1,neuron1)-(layer2,neuron11): -1.30252808587
(layer1,neuron1)-(layer2,neuron12): -0.322939031621
(layer1,neuron2)-(layer2,neuron0): -1.65530654136
(layer1,neuron2)-(layer2,neuron1): 2.29679758488
(layer1,neuron2)-(layer2,neuron2): 0.915175841941
(layer1,neuron2)-(layer2,neuron3): -1.05856727762
(layer1,neuron2)-(layer2,neuron4): 0.104454810025
(layer1,neuron2)-(layer2,neuron5): -0.663161128895
(layer1,neuron2)-(layer2,neuron6): -2.16361592873
(layer1,neuron2)-(layer2,neuron7): -1.38381797068
(layer1,neuron2)-(layer2,neuron8): -0.187060834901
(layer1,neuron2)-(layer2,neuron9): -0.42433664622
(layer1,neuron2)-(layer2,neuron10): -0.0602290778726
(layer1,neuron2)-(layer2,neuron11): -1.27209325063
(layer1,neuron2)-(layer2,neuron12): 3.62027620505
(layer1,neuron3)-(layer2,neuron0): -1.70485554686
(layer1,neuron3)-(layer2,neuron1): 2.08096906318
(layer1,neuron3)-(layer2,neuron2): 0.220818852303
(layer1,neuron3)-(layer2,neuron3): -1.44880632928
(layer1,neuron3)-(layer2,neuron4): -1.31840143693
(layer1,neuron3)-(layer2,neuron5): -2.10712243491
(layer1,neuron3)-(layer2,neuron6): -0.620316454863
(layer1,neuron3)-(layer2,neuron7): -1.86893510216
(layer1,neuron3)-(layer2,neuron8): -1.76148864237
(layer1,neuron3)-(layer2,neuron9): -1.91374131922
(layer1,neuron3)-(layer2,neuron10): 0.574119420891
(layer1,neuron3)-(layer2,neuron11): -0.818095896993
(layer1,neuron3)-(layer2,neuron12): -1.82852739022
(layer1,neuron4)-(layer2,neuron0): 0.463703069851
(layer1,neuron4)-(layer2,neuron1): -1.86625142714
(layer1,neuron4)-(layer2,neuron2): -2.04477560208
(layer1,neuron4)-(layer2,neuron3): -1.2389305975
(layer1,neuron4)-(layer2,neuron4): 0.274193531426
(layer1,neuron4)-(layer2,neuron5): 0.138526870894
(layer1,neuron4)-(layer2,neuron6): 0.741815317635
(layer1,neuron4)-(layer2,neuron7): -0.765019966422
(layer1,neuron4)-(layer2,neuron8): -3.2480341527
(layer1,neuron4)-(layer2,neuron9): -1.7400055933
(layer1,neuron4)-(layer2,neuron10): -1.87645748171
(layer1,neuron4)-(layer2,neuron11): -1.90352949649
(layer1,neuron4)-(layer2,neuron12): 1.77362458381
(layer1,neuron5)-(layer2,neuron0): -1.09362349286
(layer1,neuron5)-(layer2,neuron1): -0.426865429617
(layer1,neuron5)-(layer2,neuron2): -0.309457221604
(layer1,neuron5)-(layer2,neuron3): 0.033115497524
(layer1,neuron5)-(layer2,neuron4): -0.775210228163
(layer1,neuron5)-(layer2,neuron5): -3.05453077595
(layer1,neuron5)-(layer2,neuron6): 0.373197919292
(layer1,neuron5)-(layer2,neuron7): 0.905179212314
(layer1,neuron5)-(layer2,neuron8): -1.74400439056
(layer1,neuron5)-(layer2,neuron9): -1.5147850969
(layer1,neuron5)-(layer2,neuron10): 0.21848428291
(layer1,neuron5)-(layer2,neuron11): 1.29741303095
(layer1,neuron5)-(layer2,neuron12): -2.74578334389
(layer1,neuron6)-(layer2,neuron0): -1.69355855835
(layer1,neuron6)-(layer2,neuron1): 2.84677666494
(layer1,neuron6)-(layer2,neuron2): 1.65153930658
(layer1,neuron6)-(layer2,neuron3): 1.06512858331
(layer1,neuron6)-(layer2,neuron4): 0.816517243197
(layer1,neuron6)-(layer2,neuron5): -0.767010359362
(layer1,neuron6)-(layer2,neuron6): -0.712254117199
(layer1,neuron6)-(layer2,neuron7): -0.436173857665
(layer1,neuron6)-(layer2,neuron8): -1.32358794678
(layer1,neuron6)-(layer2,neuron9): -1.426905959
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