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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 11:01:16 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/job411
Training events: 57130


#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'    [47.1748542786,746.708984375]
LepAPt                        LepAPt                            'F'    [20.0000362396,155.865875244]
LepBPt                        LepBPt                            'F'    [10.0002250671,70.5846633911]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.13770258427,19.6634273529]
MetSpec                       MetSpec                           'F'    [15.0022125244,289.142150879]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1877574921,490.248291016]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.172416463494,301.426879883]
addEt                         addEt                             'F'    [47.1748542786,378.260345459]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0448210090399,3.14158248901]
dPhiLeptons                   dPhiLeptons                       'F'    [4.53725397165e-06,1.11007142067]
dRLeptons                     dRLeptons                         'F'    [0.200007483363,1.15372478962]
lep1_E                        lep1_E                            'F'    [20.0413379669,232.717926025]
lep2_E                        lep2_E                            'F'    [10.0094184875,117.131721497]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.309161361506
(layer0,neuron0)-(layer1,neuron1): 2.48553199228
(layer0,neuron0)-(layer1,neuron2): 0.835761889139
(layer0,neuron0)-(layer1,neuron3): 2.05417487788
(layer0,neuron0)-(layer1,neuron4): -1.46783219715
(layer0,neuron0)-(layer1,neuron5): -1.39760734885
(layer0,neuron0)-(layer1,neuron6): -0.686346076984
(layer0,neuron0)-(layer1,neuron7): 1.33239088697
(layer0,neuron0)-(layer1,neuron8): -2.54073753853
(layer0,neuron0)-(layer1,neuron9): -0.84513691925
(layer0,neuron0)-(layer1,neuron10): -1.98472226943
(layer0,neuron0)-(layer1,neuron11): -0.0172073961626
(layer0,neuron0)-(layer1,neuron12): -1.18020029684
(layer0,neuron0)-(layer1,neuron13): -0.110228569029
(layer0,neuron1)-(layer1,neuron0): -0.77534226276
(layer0,neuron1)-(layer1,neuron1): 0.906826705329
(layer0,neuron1)-(layer1,neuron2): 0.728557333243
(layer0,neuron1)-(layer1,neuron3): 1.93638458063
(layer0,neuron1)-(layer1,neuron4): 2.95982872906
(layer0,neuron1)-(layer1,neuron5): 1.20166372516
(layer0,neuron1)-(layer1,neuron6): -3.54374305829
(layer0,neuron1)-(layer1,neuron7): 0.124043232608
(layer0,neuron1)-(layer1,neuron8): 0.381225044994
(layer0,neuron1)-(layer1,neuron9): 2.27369438442
(layer0,neuron1)-(layer1,neuron10): -2.74093294343
(layer0,neuron1)-(layer1,neuron11): 1.15232560845
(layer0,neuron1)-(layer1,neuron12): -0.966087089381
(layer0,neuron1)-(layer1,neuron13): 1.69453632092
(layer0,neuron2)-(layer1,neuron0): -1.6229356081
(layer0,neuron2)-(layer1,neuron1): 0.634293538083
(layer0,neuron2)-(layer1,neuron2): 0.562791566733
(layer0,neuron2)-(layer1,neuron3): 1.83596635094
(layer0,neuron2)-(layer1,neuron4): -1.54359829607
(layer0,neuron2)-(layer1,neuron5): 0.528933318802
(layer0,neuron2)-(layer1,neuron6): -1.30986217358
(layer0,neuron2)-(layer1,neuron7): 0.619184396869
(layer0,neuron2)-(layer1,neuron8): -4.5012046419
(layer0,neuron2)-(layer1,neuron9): 1.67250469467
(layer0,neuron2)-(layer1,neuron10): -2.53587231451
(layer0,neuron2)-(layer1,neuron11): 1.23678771207
(layer0,neuron2)-(layer1,neuron12): 2.25055879552
(layer0,neuron2)-(layer1,neuron13): 2.70091995906
(layer0,neuron3)-(layer1,neuron0): 2.19625911902
(layer0,neuron3)-(layer1,neuron1): 0.904600927478
(layer0,neuron3)-(layer1,neuron2): -0.352726607641
(layer0,neuron3)-(layer1,neuron3): -1.18005045663
(layer0,neuron3)-(layer1,neuron4): 1.50670380616
(layer0,neuron3)-(layer1,neuron5): 0.994639229842
(layer0,neuron3)-(layer1,neuron6): 2.36889101987
(layer0,neuron3)-(layer1,neuron7): 0.68040945403
(layer0,neuron3)-(layer1,neuron8): 0.509148120179
(layer0,neuron3)-(layer1,neuron9): 2.3774943513
(layer0,neuron3)-(layer1,neuron10): -1.99900240912
(layer0,neuron3)-(layer1,neuron11): 0.960752938988
(layer0,neuron3)-(layer1,neuron12): -3.46300618862
(layer0,neuron3)-(layer1,neuron13): 0.118541034172
(layer0,neuron4)-(layer1,neuron0): -1.04788546758
(layer0,neuron4)-(layer1,neuron1): -1.9097851836
(layer0,neuron4)-(layer1,neuron2): 1.89822806122
(layer0,neuron4)-(layer1,neuron3): 1.18977427637
(layer0,neuron4)-(layer1,neuron4): -0.698700480655
(layer0,neuron4)-(layer1,neuron5): 0.84970181365
(layer0,neuron4)-(layer1,neuron6): 0.542358676797
(layer0,neuron4)-(layer1,neuron7): -0.276257699422
(layer0,neuron4)-(layer1,neuron8): 1.13904686494
(layer0,neuron4)-(layer1,neuron9): 0.0591113575808
(layer0,neuron4)-(layer1,neuron10): -0.279422988941
(layer0,neuron4)-(layer1,neuron11): -0.694026199593
(layer0,neuron4)-(layer1,neuron12): 0.550988263243
(layer0,neuron4)-(layer1,neuron13): -0.679151112724
(layer0,neuron5)-(layer1,neuron0): -0.820501414594
(layer0,neuron5)-(layer1,neuron1): -0.868261129807
(layer0,neuron5)-(layer1,neuron2): 0.570521966756
(layer0,neuron5)-(layer1,neuron3): 1.38841318551
(layer0,neuron5)-(layer1,neuron4): 1.59507112612
(layer0,neuron5)-(layer1,neuron5): -0.602594617884
(layer0,neuron5)-(layer1,neuron6): -0.583250015365
(layer0,neuron5)-(layer1,neuron7): -2.92037556222
(layer0,neuron5)-(layer1,neuron8): 0.48535386966
(layer0,neuron5)-(layer1,neuron9): -0.104127408575
(layer0,neuron5)-(layer1,neuron10): 1.88264675012
(layer0,neuron5)-(layer1,neuron11): 0.873788099574
(layer0,neuron5)-(layer1,neuron12): 2.07052376725
(layer0,neuron5)-(layer1,neuron13): -1.42539524117
(layer0,neuron6)-(layer1,neuron0): -0.684712889428
(layer0,neuron6)-(layer1,neuron1): 0.0356836675724
(layer0,neuron6)-(layer1,neuron2): 1.35832121751
(layer0,neuron6)-(layer1,neuron3): -0.707989334682
(layer0,neuron6)-(layer1,neuron4): -0.147804483313
(layer0,neuron6)-(layer1,neuron5): -0.808025008507
(layer0,neuron6)-(layer1,neuron6): -3.24342314147
(layer0,neuron6)-(layer1,neuron7): -0.191364564173
(layer0,neuron6)-(layer1,neuron8): 0.171409491091
(layer0,neuron6)-(layer1,neuron9): 0.264283791275
(layer0,neuron6)-(layer1,neuron10): -1.58227388718
(layer0,neuron6)-(layer1,neuron11): 3.18901642976
(layer0,neuron6)-(layer1,neuron12): -2.21546924631
(layer0,neuron6)-(layer1,neuron13): 0.661531817543
(layer0,neuron7)-(layer1,neuron0): -1.37949520065
(layer0,neuron7)-(layer1,neuron1): 0.845083516627
(layer0,neuron7)-(layer1,neuron2): -1.51011420689
(layer0,neuron7)-(layer1,neuron3): -1.36840526344
(layer0,neuron7)-(layer1,neuron4): 2.58503876853
(layer0,neuron7)-(layer1,neuron5): 2.41764658315
(layer0,neuron7)-(layer1,neuron6): -7.93099015217
(layer0,neuron7)-(layer1,neuron7): 4.18786719917
(layer0,neuron7)-(layer1,neuron8): -4.24760248297
(layer0,neuron7)-(layer1,neuron9): 2.99014853072
(layer0,neuron7)-(layer1,neuron10): -2.2922251931
(layer0,neuron7)-(layer1,neuron11): 1.79478996498
(layer0,neuron7)-(layer1,neuron12): -5.78710155655
(layer0,neuron7)-(layer1,neuron13): 5.39290781361
(layer0,neuron8)-(layer1,neuron0): 0.0946668910191
(layer0,neuron8)-(layer1,neuron1): -0.409662499048
(layer0,neuron8)-(layer1,neuron2): -0.861120351212
(layer0,neuron8)-(layer1,neuron3): 1.39239805532
(layer0,neuron8)-(layer1,neuron4): 0.646740759891
(layer0,neuron8)-(layer1,neuron5): -2.29350010863
(layer0,neuron8)-(layer1,neuron6): 2.34806472481
(layer0,neuron8)-(layer1,neuron7): 0.212170597486
(layer0,neuron8)-(layer1,neuron8): -1.5260807592
(layer0,neuron8)-(layer1,neuron9): -1.19635338727
(layer0,neuron8)-(layer1,neuron10): -0.746980219639
(layer0,neuron8)-(layer1,neuron11): 1.4064638195
(layer0,neuron8)-(layer1,neuron12): 0.522729956825
(layer0,neuron8)-(layer1,neuron13): 0.945792903342
(layer0,neuron9)-(layer1,neuron0): -0.282528391327
(layer0,neuron9)-(layer1,neuron1): -0.086388110728
(layer0,neuron9)-(layer1,neuron2): -1.80151130097
(layer0,neuron9)-(layer1,neuron3): 1.2541589574
(layer0,neuron9)-(layer1,neuron4): 1.47935302537
(layer0,neuron9)-(layer1,neuron5): -0.7888218063
(layer0,neuron9)-(layer1,neuron6): -0.118679164372
(layer0,neuron9)-(layer1,neuron7): -0.455377157439
(layer0,neuron9)-(layer1,neuron8): -0.551433720697
(layer0,neuron9)-(layer1,neuron9): 0.367402292009
(layer0,neuron9)-(layer1,neuron10): 0.329958257337
(layer0,neuron9)-(layer1,neuron11): -1.46700109641
(layer0,neuron9)-(layer1,neuron12): 0.537323342341
(layer0,neuron9)-(layer1,neuron13): 0.496322832798
(layer0,neuron10)-(layer1,neuron0): 1.70141434573
(layer0,neuron10)-(layer1,neuron1): -0.0603159161962
(layer0,neuron10)-(layer1,neuron2): -1.26031964262
(layer0,neuron10)-(layer1,neuron3): 0.0679421906958
(layer0,neuron10)-(layer1,neuron4): 0.222769829553
(layer0,neuron10)-(layer1,neuron5): 1.46126234285
(layer0,neuron10)-(layer1,neuron6): -1.03187949636
(layer0,neuron10)-(layer1,neuron7): -0.123607497492
(layer0,neuron10)-(layer1,neuron8): -0.847796499322
(layer0,neuron10)-(layer1,neuron9): -0.357102272659
(layer0,neuron10)-(layer1,neuron10): -1.67602597087
(layer0,neuron10)-(layer1,neuron11): 0.692304880359
(layer0,neuron10)-(layer1,neuron12): 0.635293314633
(layer0,neuron10)-(layer1,neuron13): -0.0600653984085
(layer0,neuron11)-(layer1,neuron0): -0.584551178173
(layer0,neuron11)-(layer1,neuron1): -0.39737715338
(layer0,neuron11)-(layer1,neuron2): 2.65748019642
(layer0,neuron11)-(layer1,neuron3): 0.858839746271
(layer0,neuron11)-(layer1,neuron4): 2.27637632901
(layer0,neuron11)-(layer1,neuron5): -1.92160351205
(layer0,neuron11)-(layer1,neuron6): 2.84284378624
(layer0,neuron11)-(layer1,neuron7): -0.601649563201
(layer0,neuron11)-(layer1,neuron8): 1.92753481931
(layer0,neuron11)-(layer1,neuron9): 0.719370878096
(layer0,neuron11)-(layer1,neuron10): 0.738689890106
(layer0,neuron11)-(layer1,neuron11): -0.00613928307115
(layer0,neuron11)-(layer1,neuron12): -0.873663400464
(layer0,neuron11)-(layer1,neuron13): 0.0957398502022
(layer0,neuron12)-(layer1,neuron0): -0.671294691128
(layer0,neuron12)-(layer1,neuron1): -0.718300802378
(layer0,neuron12)-(layer1,neuron2): 1.99777796506
(layer0,neuron12)-(layer1,neuron3): 1.2732562048
(layer0,neuron12)-(layer1,neuron4): -1.40288723679
(layer0,neuron12)-(layer1,neuron5): 1.67527386054
(layer0,neuron12)-(layer1,neuron6): 1.37824303716
(layer0,neuron12)-(layer1,neuron7): -2.2478859877
(layer0,neuron12)-(layer1,neuron8): -1.32412235516
(layer0,neuron12)-(layer1,neuron9): -0.00372501473352
(layer0,neuron12)-(layer1,neuron10): -0.28925005204
(layer0,neuron12)-(layer1,neuron11): -1.76115833306
(layer0,neuron12)-(layer1,neuron12): -1.11533777936
(layer0,neuron12)-(layer1,neuron13): 0.602353949441
(layer0,neuron13)-(layer1,neuron0): 1.64998011578
(layer0,neuron13)-(layer1,neuron1): -0.810227462936
(layer0,neuron13)-(layer1,neuron2): -0.776701186147
(layer0,neuron13)-(layer1,neuron3): -1.03977132892
(layer0,neuron13)-(layer1,neuron4): 0.864476308027
(layer0,neuron13)-(layer1,neuron5): 2.26266130605
(layer0,neuron13)-(layer1,neuron6): -11.5449180468
(layer0,neuron13)-(layer1,neuron7): 5.72566655784
(layer0,neuron13)-(layer1,neuron8): -4.01493891789
(layer0,neuron13)-(layer1,neuron9): 6.24379734608
(layer0,neuron13)-(layer1,neuron10): -0.696499901199
(layer0,neuron13)-(layer1,neuron11): 2.20402287102
(layer0,neuron13)-(layer1,neuron12): -5.52220411814
(layer0,neuron13)-(layer1,neuron13): 5.79387474232
(layer1,neuron0)-(layer2,neuron0): -3.18696089841
(layer1,neuron0)-(layer2,neuron1): -0.369887570714
(layer1,neuron0)-(layer2,neuron2): -0.91164951267
(layer1,neuron0)-(layer2,neuron3): -1.79507195991
(layer1,neuron0)-(layer2,neuron4): -0.851978677779
(layer1,neuron0)-(layer2,neuron5): -0.831676536731
(layer1,neuron0)-(layer2,neuron6): -0.484149292644
(layer1,neuron0)-(layer2,neuron7): -1.69951685792
(layer1,neuron0)-(layer2,neuron8): 0.791810329083
(layer1,neuron0)-(layer2,neuron9): 0.244674493954
(layer1,neuron0)-(layer2,neuron10): -1.03645328986
(layer1,neuron0)-(layer2,neuron11): 0.379044430621
(layer1,neuron0)-(layer2,neuron12): 0.135812906733
(layer1,neuron1)-(layer2,neuron0): 1.05729354628
(layer1,neuron1)-(layer2,neuron1): -0.242737195408
(layer1,neuron1)-(layer2,neuron2): -1.1857880805
(layer1,neuron1)-(layer2,neuron3): -2.13282315388
(layer1,neuron1)-(layer2,neuron4): -0.93003452972
(layer1,neuron1)-(layer2,neuron5): 1.76843858835
(layer1,neuron1)-(layer2,neuron6): 1.25686836863
(layer1,neuron1)-(layer2,neuron7): 0.765905061916
(layer1,neuron1)-(layer2,neuron8): 0.179436782079
(layer1,neuron1)-(layer2,neuron9): 1.92299921613
(layer1,neuron1)-(layer2,neuron10): -1.82810085142
(layer1,neuron1)-(layer2,neuron11): -1.32793239258
(layer1,neuron1)-(layer2,neuron12): -0.774477726295
(layer1,neuron2)-(layer2,neuron0): -1.38643895836
(layer1,neuron2)-(layer2,neuron1): 0.637824697448
(layer1,neuron2)-(layer2,neuron2): 1.96296319719
(layer1,neuron2)-(layer2,neuron3): -1.33676295957
(layer1,neuron2)-(layer2,neuron4): 0.756958608258
(layer1,neuron2)-(layer2,neuron5): -0.21504572827
(layer1,neuron2)-(layer2,neuron6): -2.1298730783
(layer1,neuron2)-(layer2,neuron7): -1.16213762471
(layer1,neuron2)-(layer2,neuron8): 0.942410360593
(layer1,neuron2)-(layer2,neuron9): -0.221628726223
(layer1,neuron2)-(layer2,neuron10): 0.620482778714
(layer1,neuron2)-(layer2,neuron11): -1.12598754117
(layer1,neuron2)-(layer2,neuron12): 1.93805172474
(layer1,neuron3)-(layer2,neuron0): -1.58614349979
(layer1,neuron3)-(layer2,neuron1): 0.468770822965
(layer1,neuron3)-(layer2,neuron2): 0.00309368827054
(layer1,neuron3)-(layer2,neuron3): -1.62042255185
(layer1,neuron3)-(layer2,neuron4): -1.31949995868
(layer1,neuron3)-(layer2,neuron5): -1.86083369863
(layer1,neuron3)-(layer2,neuron6): -0.4711931513
(layer1,neuron3)-(layer2,neuron7): -1.86001192752
(layer1,neuron3)-(layer2,neuron8): -1.60881413684
(layer1,neuron3)-(layer2,neuron9): -1.70860403423
(layer1,neuron3)-(layer2,neuron10): 0.0695797387471
(layer1,neuron3)-(layer2,neuron11): -0.92321426036
(layer1,neuron3)-(layer2,neuron12): -1.78594352073
(layer1,neuron4)-(layer2,neuron0): 0.647821450533
(layer1,neuron4)-(layer2,neuron1): -1.31977147695
(layer1,neuron4)-(layer2,neuron2): -2.59111409131
(layer1,neuron4)-(layer2,neuron3): -1.21572116302
(layer1,neuron4)-(layer2,neuron4): 0.158363561477
(layer1,neuron4)-(layer2,neuron5): 0.675473520025
(layer1,neuron4)-(layer2,neuron6): 0.608938741555
(layer1,neuron4)-(layer2,neuron7): -0.154305603168
(layer1,neuron4)-(layer2,neuron8): -1.8849239435
(layer1,neuron4)-(layer2,neuron9): -1.74672428724
(layer1,neuron4)-(layer2,neuron10): -1.65302805747
(layer1,neuron4)-(layer2,neuron11): -1.71776573467
(layer1,neuron4)-(layer2,neuron12): 1.76886078075
(layer1,neuron5)-(layer2,neuron0): -0.700638781005
(layer1,neuron5)-(layer2,neuron1): 0.249042801839
(layer1,neuron5)-(layer2,neuron2): -2.2291023666
(layer1,neuron5)-(layer2,neuron3): -0.344515797202
(layer1,neuron5)-(layer2,neuron4): -0.596812821829
(layer1,neuron5)-(layer2,neuron5): -2.57165544843
(layer1,neuron5)-(layer2,neuron6): 0.605485036499
(layer1,neuron5)-(layer2,neuron7): 0.932819663163
(layer1,neuron5)-(layer2,neuron8): -1.41380507655
(layer1,neuron5)-(layer2,neuron9): -1.6112111154
(layer1,neuron5)-(layer2,neuron10): 0.104562647471
(layer1,neuron5)-(layer2,neuron11): 0.74239592061
(layer1,neuron5)-(layer2,neuron12): -2.21703508998
(layer1,neuron6)-(layer2,neuron0): -1.58749297769
(layer1,neuron6)-(layer2,neuron1): 2.26661948393
(layer1,neuron6)-(layer2,neuron2): 6.11559842992
(layer1,neuron6)-(layer2,neuron3): 1.8366964599
(layer1,neuron6)-(layer2,neuron4): 0.733885132791
(layer1,neuron6)-(layer2,neuron5): -1.42537052564
(layer1,neuron6)-(layer2,neuron6): -0.488130296241
(layer1,neuron6)-(layer2,neuron7): -0.74333109623
(layer1,neuron6)-(layer2,neuron8): -2.23170907864
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