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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:12:57 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/job405
Training events: 48406


#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'    [47.0173530579,675.482849121]
LepAPt                        LepAPt                            'F'    [20.0003395081,158.143112183]
LepBPt                        LepBPt                            'F'    [10.000120163,74.1576004028]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.07960414886,19.0481109619]
MetSpec                       MetSpec                           'F'    [15.0053844452,236.562576294]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1877574921,477.637084961]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.331718683243,277.168395996]
addEt                         addEt                             'F'    [47.0173530579,338.202270508]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.00253169541247,3.14158678055]
dPhiLeptons                   dPhiLeptons                       'F'    [1.71661376953e-05,1.11657130718]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13453125954]
lep1_E                        lep1_E                            'F'    [20.0277633667,232.066116333]
lep2_E                        lep2_E                            'F'    [10.0093269348,120.71686554]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.223326174326
(layer0,neuron0)-(layer1,neuron1): 2.28742854079
(layer0,neuron0)-(layer1,neuron2): 0.833220095718
(layer0,neuron0)-(layer1,neuron3): 1.80632287597
(layer0,neuron0)-(layer1,neuron4): -1.84609251025
(layer0,neuron0)-(layer1,neuron5): -1.51147364852
(layer0,neuron0)-(layer1,neuron6): -0.481796107182
(layer0,neuron0)-(layer1,neuron7): 1.70317087767
(layer0,neuron0)-(layer1,neuron8): -1.49657189202
(layer0,neuron0)-(layer1,neuron9): -0.462743191513
(layer0,neuron0)-(layer1,neuron10): -1.06404105455
(layer0,neuron0)-(layer1,neuron11): -0.128026434997
(layer0,neuron0)-(layer1,neuron12): -0.529869767707
(layer0,neuron0)-(layer1,neuron13): 0.0593283595575
(layer0,neuron1)-(layer1,neuron0): -0.532826681128
(layer0,neuron1)-(layer1,neuron1): 0.916484999953
(layer0,neuron1)-(layer1,neuron2): -0.297206744305
(layer0,neuron1)-(layer1,neuron3): 4.30412078194
(layer0,neuron1)-(layer1,neuron4): -0.321834382493
(layer0,neuron1)-(layer1,neuron5): 4.64309974783
(layer0,neuron1)-(layer1,neuron6): -2.03468155082
(layer0,neuron1)-(layer1,neuron7): 2.88488502937
(layer0,neuron1)-(layer1,neuron8): 1.06855696614
(layer0,neuron1)-(layer1,neuron9): 0.719841746603
(layer0,neuron1)-(layer1,neuron10): -1.17006427505
(layer0,neuron1)-(layer1,neuron11): 1.62713034724
(layer0,neuron1)-(layer1,neuron12): 0.830487345783
(layer0,neuron1)-(layer1,neuron13): -2.78141946195
(layer0,neuron2)-(layer1,neuron0): -1.71416510992
(layer0,neuron2)-(layer1,neuron1): 0.693248854458
(layer0,neuron2)-(layer1,neuron2): -0.318529665722
(layer0,neuron2)-(layer1,neuron3): 2.44992461136
(layer0,neuron2)-(layer1,neuron4): -0.287152031359
(layer0,neuron2)-(layer1,neuron5): 1.370760184
(layer0,neuron2)-(layer1,neuron6): -1.99288058828
(layer0,neuron2)-(layer1,neuron7): 4.91081388966
(layer0,neuron2)-(layer1,neuron8): -1.80849853679
(layer0,neuron2)-(layer1,neuron9): 2.25994072674
(layer0,neuron2)-(layer1,neuron10): -2.42953864948
(layer0,neuron2)-(layer1,neuron11): 1.3659794907
(layer0,neuron2)-(layer1,neuron12): 1.33744189072
(layer0,neuron2)-(layer1,neuron13): 1.71906417618
(layer0,neuron3)-(layer1,neuron0): 1.50896493323
(layer0,neuron3)-(layer1,neuron1): 1.3424236813
(layer0,neuron3)-(layer1,neuron2): -1.16795696329
(layer0,neuron3)-(layer1,neuron3): -2.49023279885
(layer0,neuron3)-(layer1,neuron4): 0.61359410559
(layer0,neuron3)-(layer1,neuron5): -0.332620568124
(layer0,neuron3)-(layer1,neuron6): 4.17025862151
(layer0,neuron3)-(layer1,neuron7): 1.4577930903
(layer0,neuron3)-(layer1,neuron8): 2.02628634216
(layer0,neuron3)-(layer1,neuron9): 1.60695622281
(layer0,neuron3)-(layer1,neuron10): -1.30414951261
(layer0,neuron3)-(layer1,neuron11): 2.10178228417
(layer0,neuron3)-(layer1,neuron12): -1.47561588144
(layer0,neuron3)-(layer1,neuron13): 0.195305548885
(layer0,neuron4)-(layer1,neuron0): -1.2541953596
(layer0,neuron4)-(layer1,neuron1): -1.46716896452
(layer0,neuron4)-(layer1,neuron2): 1.92799764224
(layer0,neuron4)-(layer1,neuron3): 0.412557398934
(layer0,neuron4)-(layer1,neuron4): -1.43775247335
(layer0,neuron4)-(layer1,neuron5): 0.160707189113
(layer0,neuron4)-(layer1,neuron6): 1.43596108697
(layer0,neuron4)-(layer1,neuron7): 0.737017911724
(layer0,neuron4)-(layer1,neuron8): 2.51728851838
(layer0,neuron4)-(layer1,neuron9): 0.163923657459
(layer0,neuron4)-(layer1,neuron10): 0.285214966956
(layer0,neuron4)-(layer1,neuron11): 0.0888785995082
(layer0,neuron4)-(layer1,neuron12): 1.57845979845
(layer0,neuron4)-(layer1,neuron13): -0.560579756828
(layer0,neuron5)-(layer1,neuron0): -0.358727958369
(layer0,neuron5)-(layer1,neuron1): -1.04824626042
(layer0,neuron5)-(layer1,neuron2): 0.771027051814
(layer0,neuron5)-(layer1,neuron3): 0.823537640204
(layer0,neuron5)-(layer1,neuron4): 1.71648788808
(layer0,neuron5)-(layer1,neuron5): -0.980709317116
(layer0,neuron5)-(layer1,neuron6): -1.28623395212
(layer0,neuron5)-(layer1,neuron7): -4.74299106541
(layer0,neuron5)-(layer1,neuron8): 0.512360362124
(layer0,neuron5)-(layer1,neuron9): 1.15638856878
(layer0,neuron5)-(layer1,neuron10): 2.73670880832
(layer0,neuron5)-(layer1,neuron11): 0.655059712536
(layer0,neuron5)-(layer1,neuron12): 1.82127383598
(layer0,neuron5)-(layer1,neuron13): -0.324141901723
(layer0,neuron6)-(layer1,neuron0): -0.955292596688
(layer0,neuron6)-(layer1,neuron1): -0.00454503027229
(layer0,neuron6)-(layer1,neuron2): 0.969758804593
(layer0,neuron6)-(layer1,neuron3): -1.69857722144
(layer0,neuron6)-(layer1,neuron4): -1.77002004117
(layer0,neuron6)-(layer1,neuron5): -0.469310515019
(layer0,neuron6)-(layer1,neuron6): -0.566564388145
(layer0,neuron6)-(layer1,neuron7): 2.96556099641
(layer0,neuron6)-(layer1,neuron8): 1.94666949952
(layer0,neuron6)-(layer1,neuron9): -1.14956039683
(layer0,neuron6)-(layer1,neuron10): -0.712226977887
(layer0,neuron6)-(layer1,neuron11): 2.30145029774
(layer0,neuron6)-(layer1,neuron12): -0.746398179445
(layer0,neuron6)-(layer1,neuron13): -1.83436982481
(layer0,neuron7)-(layer1,neuron0): -2.03316860069
(layer0,neuron7)-(layer1,neuron1): 0.186260931145
(layer0,neuron7)-(layer1,neuron2): -1.91467017648
(layer0,neuron7)-(layer1,neuron3): 1.39940108633
(layer0,neuron7)-(layer1,neuron4): -0.00494461463088
(layer0,neuron7)-(layer1,neuron5): 5.4614409494
(layer0,neuron7)-(layer1,neuron6): -4.18770743337
(layer0,neuron7)-(layer1,neuron7): 12.7492223945
(layer0,neuron7)-(layer1,neuron8): 0.122386642183
(layer0,neuron7)-(layer1,neuron9): -0.402709707851
(layer0,neuron7)-(layer1,neuron10): -0.859348679688
(layer0,neuron7)-(layer1,neuron11): 1.90576873775
(layer0,neuron7)-(layer1,neuron12): -2.0048109968
(layer0,neuron7)-(layer1,neuron13): -0.295829810608
(layer0,neuron8)-(layer1,neuron0): -0.406063208983
(layer0,neuron8)-(layer1,neuron1): 0.118236432468
(layer0,neuron8)-(layer1,neuron2): -0.984368500243
(layer0,neuron8)-(layer1,neuron3): 1.7739193415
(layer0,neuron8)-(layer1,neuron4): -0.51919779249
(layer0,neuron8)-(layer1,neuron5): -1.82927614365
(layer0,neuron8)-(layer1,neuron6): 3.59845220462
(layer0,neuron8)-(layer1,neuron7): -1.17542077961
(layer0,neuron8)-(layer1,neuron8): -0.0785764639597
(layer0,neuron8)-(layer1,neuron9): -0.459217933495
(layer0,neuron8)-(layer1,neuron10): -1.60695178241
(layer0,neuron8)-(layer1,neuron11): 3.09850351992
(layer0,neuron8)-(layer1,neuron12): -0.475867994913
(layer0,neuron8)-(layer1,neuron13): -0.0805078724626
(layer0,neuron9)-(layer1,neuron0): 0.775766575323
(layer0,neuron9)-(layer1,neuron1): 0.286777944607
(layer0,neuron9)-(layer1,neuron2): -1.78356110274
(layer0,neuron9)-(layer1,neuron3): 1.79332868585
(layer0,neuron9)-(layer1,neuron4): 0.319768155373
(layer0,neuron9)-(layer1,neuron5): -0.468826619912
(layer0,neuron9)-(layer1,neuron6): 0.481865488846
(layer0,neuron9)-(layer1,neuron7): -0.317302364681
(layer0,neuron9)-(layer1,neuron8): 1.90230583344
(layer0,neuron9)-(layer1,neuron9): 1.41889515756
(layer0,neuron9)-(layer1,neuron10): 2.35935230533
(layer0,neuron9)-(layer1,neuron11): -1.09362658202
(layer0,neuron9)-(layer1,neuron12): 0.0452939445365
(layer0,neuron9)-(layer1,neuron13): 1.51509557778
(layer0,neuron10)-(layer1,neuron0): 2.29390709656
(layer0,neuron10)-(layer1,neuron1): 0.431503161438
(layer0,neuron10)-(layer1,neuron2): -3.15698664721
(layer0,neuron10)-(layer1,neuron3): -1.214074296
(layer0,neuron10)-(layer1,neuron4): -1.02234555394
(layer0,neuron10)-(layer1,neuron5): 0.796907353676
(layer0,neuron10)-(layer1,neuron6): 0.119695592196
(layer0,neuron10)-(layer1,neuron7): 0.95220502818
(layer0,neuron10)-(layer1,neuron8): 0.660966554366
(layer0,neuron10)-(layer1,neuron9): 0.34627392661
(layer0,neuron10)-(layer1,neuron10): -0.424804214564
(layer0,neuron10)-(layer1,neuron11): 1.3890535191
(layer0,neuron10)-(layer1,neuron12): 1.92352036666
(layer0,neuron10)-(layer1,neuron13): -0.869609268884
(layer0,neuron11)-(layer1,neuron0): -0.301387088326
(layer0,neuron11)-(layer1,neuron1): 0.612561321448
(layer0,neuron11)-(layer1,neuron2): 1.7923154955
(layer0,neuron11)-(layer1,neuron3): -0.463835444031
(layer0,neuron11)-(layer1,neuron4): 0.666996364552
(layer0,neuron11)-(layer1,neuron5): -2.45346714988
(layer0,neuron11)-(layer1,neuron6): 2.40402537109
(layer0,neuron11)-(layer1,neuron7): -1.50774609547
(layer0,neuron11)-(layer1,neuron8): -0.14049000932
(layer0,neuron11)-(layer1,neuron9): 1.48826253433
(layer0,neuron11)-(layer1,neuron10): 1.51792449542
(layer0,neuron11)-(layer1,neuron11): 0.518779939725
(layer0,neuron11)-(layer1,neuron12): -1.66431203432
(layer0,neuron11)-(layer1,neuron13): -0.317644111205
(layer0,neuron12)-(layer1,neuron0): -0.363115841143
(layer0,neuron12)-(layer1,neuron1): -0.00928560875313
(layer0,neuron12)-(layer1,neuron2): 1.62681951936
(layer0,neuron12)-(layer1,neuron3): -1.3421138421
(layer0,neuron12)-(layer1,neuron4): -0.213720598982
(layer0,neuron12)-(layer1,neuron5): 1.63434737088
(layer0,neuron12)-(layer1,neuron6): 1.93558553778
(layer0,neuron12)-(layer1,neuron7): -1.41812917125
(layer0,neuron12)-(layer1,neuron8): -0.408963730618
(layer0,neuron12)-(layer1,neuron9): 0.837144723583
(layer0,neuron12)-(layer1,neuron10): -0.0322423890626
(layer0,neuron12)-(layer1,neuron11): -0.520499886797
(layer0,neuron12)-(layer1,neuron12): -1.98315502013
(layer0,neuron12)-(layer1,neuron13): 0.625644102277
(layer0,neuron13)-(layer1,neuron0): 0.896493618228
(layer0,neuron13)-(layer1,neuron1): -2.39025987096
(layer0,neuron13)-(layer1,neuron2): 0.801187720137
(layer0,neuron13)-(layer1,neuron3): 2.70367850615
(layer0,neuron13)-(layer1,neuron4): -0.492227530093
(layer0,neuron13)-(layer1,neuron5): 4.91221538493
(layer0,neuron13)-(layer1,neuron6): -4.85374413567
(layer0,neuron13)-(layer1,neuron7): 13.6367956373
(layer0,neuron13)-(layer1,neuron8): 0.269790083403
(layer0,neuron13)-(layer1,neuron9): 0.196975991131
(layer0,neuron13)-(layer1,neuron10): -0.241468850899
(layer0,neuron13)-(layer1,neuron11): 1.20082859864
(layer0,neuron13)-(layer1,neuron12): -0.390815436877
(layer0,neuron13)-(layer1,neuron13): -1.73639551778
(layer1,neuron0)-(layer2,neuron0): -2.7976793501
(layer1,neuron0)-(layer2,neuron1): 0.198598152614
(layer1,neuron0)-(layer2,neuron2): -0.839310567331
(layer1,neuron0)-(layer2,neuron3): -2.41655129127
(layer1,neuron0)-(layer2,neuron4): -0.785337957915
(layer1,neuron0)-(layer2,neuron5): -0.284102330592
(layer1,neuron0)-(layer2,neuron6): -0.930218495563
(layer1,neuron0)-(layer2,neuron7): -2.05118978594
(layer1,neuron0)-(layer2,neuron8): 0.116610354072
(layer1,neuron0)-(layer2,neuron9): 0.0784551718738
(layer1,neuron0)-(layer2,neuron10): -2.04627519279
(layer1,neuron0)-(layer2,neuron11): -0.220395412328
(layer1,neuron0)-(layer2,neuron12): -0.384490035548
(layer1,neuron1)-(layer2,neuron0): 1.04147068563
(layer1,neuron1)-(layer2,neuron1): 0.278071718233
(layer1,neuron1)-(layer2,neuron2): -0.223988222872
(layer1,neuron1)-(layer2,neuron3): -2.19931836504
(layer1,neuron1)-(layer2,neuron4): -0.922986679197
(layer1,neuron1)-(layer2,neuron5): 1.1425853951
(layer1,neuron1)-(layer2,neuron6): 1.28458844301
(layer1,neuron1)-(layer2,neuron7): 0.750776700205
(layer1,neuron1)-(layer2,neuron8): 0.0338100966596
(layer1,neuron1)-(layer2,neuron9): 2.0070187929
(layer1,neuron1)-(layer2,neuron10): -1.49939084955
(layer1,neuron1)-(layer2,neuron11): -1.29905179862
(layer1,neuron1)-(layer2,neuron12): -0.383186747681
(layer1,neuron2)-(layer2,neuron0): -2.48241765896
(layer1,neuron2)-(layer2,neuron1): 0.0861499439814
(layer1,neuron2)-(layer2,neuron2): 1.3490021172
(layer1,neuron2)-(layer2,neuron3): -1.27572962612
(layer1,neuron2)-(layer2,neuron4): 1.1949365698
(layer1,neuron2)-(layer2,neuron5): 2.59131178646
(layer1,neuron2)-(layer2,neuron6): -1.85171205094
(layer1,neuron2)-(layer2,neuron7): -1.22902157172
(layer1,neuron2)-(layer2,neuron8): 0.622147948014
(layer1,neuron2)-(layer2,neuron9): -0.635988398949
(layer1,neuron2)-(layer2,neuron10): 0.338033257927
(layer1,neuron2)-(layer2,neuron11): -1.16277852163
(layer1,neuron2)-(layer2,neuron12): 1.36848168859
(layer1,neuron3)-(layer2,neuron0): -1.23971788643
(layer1,neuron3)-(layer2,neuron1): 0.485490336536
(layer1,neuron3)-(layer2,neuron2): 1.94942951868
(layer1,neuron3)-(layer2,neuron3): -2.04467269251
(layer1,neuron3)-(layer2,neuron4): -2.04771883925
(layer1,neuron3)-(layer2,neuron5): -3.25491513684
(layer1,neuron3)-(layer2,neuron6): -0.47245603681
(layer1,neuron3)-(layer2,neuron7): -2.0885676478
(layer1,neuron3)-(layer2,neuron8): -1.71786484163
(layer1,neuron3)-(layer2,neuron9): -1.39647688641
(layer1,neuron3)-(layer2,neuron10): 1.97393642567
(layer1,neuron3)-(layer2,neuron11): -0.981230764063
(layer1,neuron3)-(layer2,neuron12): -1.79436811133
(layer1,neuron4)-(layer2,neuron0): 1.14054105189
(layer1,neuron4)-(layer2,neuron1): -1.50120540879
(layer1,neuron4)-(layer2,neuron2): -1.256917899
(layer1,neuron4)-(layer2,neuron3): -1.50097658905
(layer1,neuron4)-(layer2,neuron4): 0.442696217022
(layer1,neuron4)-(layer2,neuron5): 1.1622912727
(layer1,neuron4)-(layer2,neuron6): 0.371350696463
(layer1,neuron4)-(layer2,neuron7): -0.858753146152
(layer1,neuron4)-(layer2,neuron8): -2.86246445623
(layer1,neuron4)-(layer2,neuron9): -1.57620078379
(layer1,neuron4)-(layer2,neuron10): -1.7774342688
(layer1,neuron4)-(layer2,neuron11): -1.7494683585
(layer1,neuron4)-(layer2,neuron12): -1.58699796543
(layer1,neuron5)-(layer2,neuron0): -0.444329648566
(layer1,neuron5)-(layer2,neuron1): 0.805976383514
(layer1,neuron5)-(layer2,neuron2): 2.66953059763
(layer1,neuron5)-(layer2,neuron3): -0.635117630109
(layer1,neuron5)-(layer2,neuron4): -0.662602913487
(layer1,neuron5)-(layer2,neuron5): -5.22387152349
(layer1,neuron5)-(layer2,neuron6): 0.556562902287
(layer1,neuron5)-(layer2,neuron7): 0.716191700062
(layer1,neuron5)-(layer2,neuron8): -1.4791814558
(layer1,neuron5)-(layer2,neuron9): -1.28794407778
(layer1,neuron5)-(layer2,neuron10): 0.477090445361
(layer1,neuron5)-(layer2,neuron11): 1.15730191744
(layer1,neuron5)-(layer2,neuron12): -0.226284006805
(layer1,neuron6)-(layer2,neuron0): -0.854591398615
(layer1,neuron6)-(layer2,neuron1): 0.109640686705
(layer1,neuron6)-(layer2,neuron2): -0.285818950543
(layer1,neuron6)-(layer2,neuron3): 1.88018678836
(layer1,neuron6)-(layer2,neuron4): 1.1049440009
(layer1,neuron6)-(layer2,neuron5): 3.02294965018
(layer1,neuron6)-(layer2,neuron6): -0.568082987815
(layer1,neuron6)-(layer2,neuron7): -0.275852165685
(layer1,neuron6)-(layer2,neuron8): -1.54279905468
(layer1,neuron6)-(layer2,neuron9): -1.41059649714
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