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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:47:18 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/job408
Training events: 49696


#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'    [47.1748542786,771.843017578]
LepAPt                        LepAPt                            'F'    [20.0001068115,162.429443359]
LepBPt                        LepBPt                            'F'    [10.0002470016,71.0537567139]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.07923042774,18.8802528381]
MetSpec                       MetSpec                           'F'    [15.0001630783,292.694519043]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1199874878,494.747589111]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.678276479244,340.996551514]
addEt                         addEt                             'F'    [47.1748542786,400.237731934]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0554271563888,3.14158248901]
dPhiLeptons                   dPhiLeptons                       'F'    [3.24249267578e-05,1.09985995293]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.12497103214]
lep1_E                        lep1_E                            'F'    [20.0025482178,232.717926025]
lep2_E                        lep2_E                            'F'    [10.0088891983,124.813529968]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.295245883134
(layer0,neuron0)-(layer1,neuron1): 2.41031445094
(layer0,neuron0)-(layer1,neuron2): 0.727496280179
(layer0,neuron0)-(layer1,neuron3): 2.20419198087
(layer0,neuron0)-(layer1,neuron4): -1.55714984137
(layer0,neuron0)-(layer1,neuron5): -0.427725914239
(layer0,neuron0)-(layer1,neuron6): -1.53782644741
(layer0,neuron0)-(layer1,neuron7): 2.37072035515
(layer0,neuron0)-(layer1,neuron8): -1.52152771881
(layer0,neuron0)-(layer1,neuron9): -0.228243502783
(layer0,neuron0)-(layer1,neuron10): -1.08951286364
(layer0,neuron0)-(layer1,neuron11): 0.291933042385
(layer0,neuron0)-(layer1,neuron12): -1.39199421991
(layer0,neuron0)-(layer1,neuron13): -0.645170702369
(layer0,neuron1)-(layer1,neuron0): -0.605023597786
(layer0,neuron1)-(layer1,neuron1): 1.0570760586
(layer0,neuron1)-(layer1,neuron2): -0.121307413238
(layer0,neuron1)-(layer1,neuron3): 4.99411142479
(layer0,neuron1)-(layer1,neuron4): 1.02563712706
(layer0,neuron1)-(layer1,neuron5): 2.51749859274
(layer0,neuron1)-(layer1,neuron6): -1.14063592581
(layer0,neuron1)-(layer1,neuron7): 0.469000311504
(layer0,neuron1)-(layer1,neuron8): -0.000325583726893
(layer0,neuron1)-(layer1,neuron9): 0.922138162243
(layer0,neuron1)-(layer1,neuron10): -1.18755962293
(layer0,neuron1)-(layer1,neuron11): -0.197641248668
(layer0,neuron1)-(layer1,neuron12): 0.457194244896
(layer0,neuron1)-(layer1,neuron13): -2.378114123
(layer0,neuron2)-(layer1,neuron0): -1.83937285756
(layer0,neuron2)-(layer1,neuron1): 0.395827858915
(layer0,neuron2)-(layer1,neuron2): 0.746948507015
(layer0,neuron2)-(layer1,neuron3): 4.37478794917
(layer0,neuron2)-(layer1,neuron4): -1.9039160036
(layer0,neuron2)-(layer1,neuron5): 2.79815142338
(layer0,neuron2)-(layer1,neuron6): -0.518120183
(layer0,neuron2)-(layer1,neuron7): 1.99121202601
(layer0,neuron2)-(layer1,neuron8): -1.24457967571
(layer0,neuron2)-(layer1,neuron9): 2.28431784781
(layer0,neuron2)-(layer1,neuron10): 0.298078653968
(layer0,neuron2)-(layer1,neuron11): 1.96751887339
(layer0,neuron2)-(layer1,neuron12): -1.12917310548
(layer0,neuron2)-(layer1,neuron13): -0.189112180532
(layer0,neuron3)-(layer1,neuron0): 1.84249553903
(layer0,neuron3)-(layer1,neuron1): 1.31175619922
(layer0,neuron3)-(layer1,neuron2): -1.94254716296
(layer0,neuron3)-(layer1,neuron3): -3.65281797743
(layer0,neuron3)-(layer1,neuron4): 0.871941498885
(layer0,neuron3)-(layer1,neuron5): -1.98834578452
(layer0,neuron3)-(layer1,neuron6): 0.971059661877
(layer0,neuron3)-(layer1,neuron7): 3.24835185531
(layer0,neuron3)-(layer1,neuron8): 1.64455914099
(layer0,neuron3)-(layer1,neuron9): 1.59721243881
(layer0,neuron3)-(layer1,neuron10): -1.72915822561
(layer0,neuron3)-(layer1,neuron11): 1.83189860753
(layer0,neuron3)-(layer1,neuron12): -2.86460908761
(layer0,neuron3)-(layer1,neuron13): -1.60573749459
(layer0,neuron4)-(layer1,neuron0): -1.32903246113
(layer0,neuron4)-(layer1,neuron1): -1.38928061007
(layer0,neuron4)-(layer1,neuron2): 1.07644212111
(layer0,neuron4)-(layer1,neuron3): -0.0762594712078
(layer0,neuron4)-(layer1,neuron4): -0.954299893883
(layer0,neuron4)-(layer1,neuron5): 0.134624754043
(layer0,neuron4)-(layer1,neuron6): -1.15159265573
(layer0,neuron4)-(layer1,neuron7): 1.07976882332
(layer0,neuron4)-(layer1,neuron8): 1.59743052941
(layer0,neuron4)-(layer1,neuron9): 0.37843015606
(layer0,neuron4)-(layer1,neuron10): 0.320276086592
(layer0,neuron4)-(layer1,neuron11): -0.630526722355
(layer0,neuron4)-(layer1,neuron12): 0.483556093375
(layer0,neuron4)-(layer1,neuron13): -1.45174557613
(layer0,neuron5)-(layer1,neuron0): -0.681376593125
(layer0,neuron5)-(layer1,neuron1): -0.941579346622
(layer0,neuron5)-(layer1,neuron2): 0.852582032814
(layer0,neuron5)-(layer1,neuron3): 1.435011927
(layer0,neuron5)-(layer1,neuron4): 1.86739288988
(layer0,neuron5)-(layer1,neuron5): 0.745995611976
(layer0,neuron5)-(layer1,neuron6): -2.65961721549
(layer0,neuron5)-(layer1,neuron7): -2.52754583658
(layer0,neuron5)-(layer1,neuron8): 0.829248388953
(layer0,neuron5)-(layer1,neuron9): 1.40203918797
(layer0,neuron5)-(layer1,neuron10): 2.45685261395
(layer0,neuron5)-(layer1,neuron11): 1.28502398197
(layer0,neuron5)-(layer1,neuron12): 1.4130621679
(layer0,neuron5)-(layer1,neuron13): -0.598491402817
(layer0,neuron6)-(layer1,neuron0): -0.879827878012
(layer0,neuron6)-(layer1,neuron1): 0.129749415623
(layer0,neuron6)-(layer1,neuron2): 0.851046522405
(layer0,neuron6)-(layer1,neuron3): 0.806134286865
(layer0,neuron6)-(layer1,neuron4): -1.30230517517
(layer0,neuron6)-(layer1,neuron5): 0.494058472267
(layer0,neuron6)-(layer1,neuron6): -0.97815015115
(layer0,neuron6)-(layer1,neuron7): 2.38744869614
(layer0,neuron6)-(layer1,neuron8): 1.6278776819
(layer0,neuron6)-(layer1,neuron9): -0.903997500098
(layer0,neuron6)-(layer1,neuron10): -0.151560144656
(layer0,neuron6)-(layer1,neuron11): 2.27287919459
(layer0,neuron6)-(layer1,neuron12): -2.02548433361
(layer0,neuron6)-(layer1,neuron13): -2.39856154563
(layer0,neuron7)-(layer1,neuron0): -1.46228541073
(layer0,neuron7)-(layer1,neuron1): 0.279762333716
(layer0,neuron7)-(layer1,neuron2): -2.37920483673
(layer0,neuron7)-(layer1,neuron3): 3.04460603896
(layer0,neuron7)-(layer1,neuron4): 0.501081244159
(layer0,neuron7)-(layer1,neuron5): 5.31211646975
(layer0,neuron7)-(layer1,neuron6): -1.79257199159
(layer0,neuron7)-(layer1,neuron7): 8.08260799775
(layer0,neuron7)-(layer1,neuron8): -0.740015657073
(layer0,neuron7)-(layer1,neuron9): -0.251892008095
(layer0,neuron7)-(layer1,neuron10): 0.846395157361
(layer0,neuron7)-(layer1,neuron11): 0.857329307564
(layer0,neuron7)-(layer1,neuron12): -5.13950200381
(layer0,neuron7)-(layer1,neuron13): -2.26605041634
(layer0,neuron8)-(layer1,neuron0): 0.230745870058
(layer0,neuron8)-(layer1,neuron1): -0.094044311586
(layer0,neuron8)-(layer1,neuron2): -2.44371047819
(layer0,neuron8)-(layer1,neuron3): 4.69728029474
(layer0,neuron8)-(layer1,neuron4): -0.306865250903
(layer0,neuron8)-(layer1,neuron5): -4.70619592498
(layer0,neuron8)-(layer1,neuron6): 1.21284338098
(layer0,neuron8)-(layer1,neuron7): -2.56941126416
(layer0,neuron8)-(layer1,neuron8): -2.50636743004
(layer0,neuron8)-(layer1,neuron9): -0.862566467137
(layer0,neuron8)-(layer1,neuron10): -1.32122345837
(layer0,neuron8)-(layer1,neuron11): 0.811234449144
(layer0,neuron8)-(layer1,neuron12): 0.0908149570766
(layer0,neuron8)-(layer1,neuron13): -0.445012174691
(layer0,neuron9)-(layer1,neuron0): -0.366263275859
(layer0,neuron9)-(layer1,neuron1): 0.400902391616
(layer0,neuron9)-(layer1,neuron2): -3.98951233445
(layer0,neuron9)-(layer1,neuron3): -0.423644532789
(layer0,neuron9)-(layer1,neuron4): -0.58849387537
(layer0,neuron9)-(layer1,neuron5): -0.516896885021
(layer0,neuron9)-(layer1,neuron6): 0.268040827835
(layer0,neuron9)-(layer1,neuron7): 0.167143967801
(layer0,neuron9)-(layer1,neuron8): 0.39742958804
(layer0,neuron9)-(layer1,neuron9): 1.57827921704
(layer0,neuron9)-(layer1,neuron10): 3.12931490921
(layer0,neuron9)-(layer1,neuron11): -1.43496536011
(layer0,neuron9)-(layer1,neuron12): 1.83632985061
(layer0,neuron9)-(layer1,neuron13): -0.0113688561244
(layer0,neuron10)-(layer1,neuron0): 1.57860485904
(layer0,neuron10)-(layer1,neuron1): 0.39571213153
(layer0,neuron10)-(layer1,neuron2): -2.71694344665
(layer0,neuron10)-(layer1,neuron3): 1.2706695887
(layer0,neuron10)-(layer1,neuron4): -1.24987062386
(layer0,neuron10)-(layer1,neuron5): 1.06671681463
(layer0,neuron10)-(layer1,neuron6): 0.889561334067
(layer0,neuron10)-(layer1,neuron7): 0.268497143128
(layer0,neuron10)-(layer1,neuron8): -0.940920162665
(layer0,neuron10)-(layer1,neuron9): 0.677177934911
(layer0,neuron10)-(layer1,neuron10): -1.31651270828
(layer0,neuron10)-(layer1,neuron11): 0.652675376834
(layer0,neuron10)-(layer1,neuron12): 2.17183417272
(layer0,neuron10)-(layer1,neuron13): -0.30339101932
(layer0,neuron11)-(layer1,neuron0): -0.608656670693
(layer0,neuron11)-(layer1,neuron1): 0.710736335247
(layer0,neuron11)-(layer1,neuron2): 1.29322266938
(layer0,neuron11)-(layer1,neuron3): 0.604517292768
(layer0,neuron11)-(layer1,neuron4): 1.3883571908
(layer0,neuron11)-(layer1,neuron5): -3.73505613906
(layer0,neuron11)-(layer1,neuron6): 0.664133518131
(layer0,neuron11)-(layer1,neuron7): 0.191044263751
(layer0,neuron11)-(layer1,neuron8): -0.956097629654
(layer0,neuron11)-(layer1,neuron9): 1.52503786069
(layer0,neuron11)-(layer1,neuron10): 0.371351018402
(layer0,neuron11)-(layer1,neuron11): -0.428288703369
(layer0,neuron11)-(layer1,neuron12): 0.183003020945
(layer0,neuron11)-(layer1,neuron13): 0.492305232074
(layer0,neuron12)-(layer1,neuron0): -0.911131334612
(layer0,neuron12)-(layer1,neuron1): -0.114298191316
(layer0,neuron12)-(layer1,neuron2): 0.260553807229
(layer0,neuron12)-(layer1,neuron3): -0.544869035647
(layer0,neuron12)-(layer1,neuron4): -0.482838194987
(layer0,neuron12)-(layer1,neuron5): -2.04710268558
(layer0,neuron12)-(layer1,neuron6): 0.957220608068
(layer0,neuron12)-(layer1,neuron7): -0.9163180578
(layer0,neuron12)-(layer1,neuron8): 0.117331077547
(layer0,neuron12)-(layer1,neuron9): 0.765820234065
(layer0,neuron12)-(layer1,neuron10): 0.1434886231
(layer0,neuron12)-(layer1,neuron11): -1.20435724576
(layer0,neuron12)-(layer1,neuron12): -0.967455758524
(layer0,neuron12)-(layer1,neuron13): 1.41802035715
(layer0,neuron13)-(layer1,neuron0): 1.80694757168
(layer0,neuron13)-(layer1,neuron1): -2.50334275049
(layer0,neuron13)-(layer1,neuron2): -0.615595841759
(layer0,neuron13)-(layer1,neuron3): 6.95635449633
(layer0,neuron13)-(layer1,neuron4): -1.30517852737
(layer0,neuron13)-(layer1,neuron5): 7.98588655489
(layer0,neuron13)-(layer1,neuron6): 0.882106888442
(layer0,neuron13)-(layer1,neuron7): 12.0602267797
(layer0,neuron13)-(layer1,neuron8): 0.423568379403
(layer0,neuron13)-(layer1,neuron9): -0.15704023162
(layer0,neuron13)-(layer1,neuron10): 2.16147065046
(layer0,neuron13)-(layer1,neuron11): 0.310580112426
(layer0,neuron13)-(layer1,neuron12): -5.11694760007
(layer0,neuron13)-(layer1,neuron13): -4.47041403903
(layer1,neuron0)-(layer2,neuron0): -3.16115729679
(layer1,neuron0)-(layer2,neuron1): -0.0402753984762
(layer1,neuron0)-(layer2,neuron2): -0.518509718027
(layer1,neuron0)-(layer2,neuron3): -1.97493485904
(layer1,neuron0)-(layer2,neuron4): -0.730642776011
(layer1,neuron0)-(layer2,neuron5): -1.15222668106
(layer1,neuron0)-(layer2,neuron6): -0.683401501571
(layer1,neuron0)-(layer2,neuron7): -1.99058011585
(layer1,neuron0)-(layer2,neuron8): 0.308395434974
(layer1,neuron0)-(layer2,neuron9): -0.0749488719065
(layer1,neuron0)-(layer2,neuron10): -1.08604669961
(layer1,neuron0)-(layer2,neuron11): -0.273015387567
(layer1,neuron0)-(layer2,neuron12): 0.396350681705
(layer1,neuron1)-(layer2,neuron0): 0.84311270907
(layer1,neuron1)-(layer2,neuron1): 0.724907797173
(layer1,neuron1)-(layer2,neuron2): -0.103914988747
(layer1,neuron1)-(layer2,neuron3): -1.98223367467
(layer1,neuron1)-(layer2,neuron4): -0.914258389121
(layer1,neuron1)-(layer2,neuron5): 1.57667798764
(layer1,neuron1)-(layer2,neuron6): 0.903956468072
(layer1,neuron1)-(layer2,neuron7): 0.806606540387
(layer1,neuron1)-(layer2,neuron8): 0.00327869801329
(layer1,neuron1)-(layer2,neuron9): 1.79716733577
(layer1,neuron1)-(layer2,neuron10): -1.76905942877
(layer1,neuron1)-(layer2,neuron11): -1.34029124834
(layer1,neuron1)-(layer2,neuron12): -0.378121159428
(layer1,neuron2)-(layer2,neuron0): -1.54139032821
(layer1,neuron2)-(layer2,neuron1): 2.26992718207
(layer1,neuron2)-(layer2,neuron2): 1.67141227236
(layer1,neuron2)-(layer2,neuron3): -1.24440578761
(layer1,neuron2)-(layer2,neuron4): 0.392694807098
(layer1,neuron2)-(layer2,neuron5): -0.640798247694
(layer1,neuron2)-(layer2,neuron6): -1.65833252231
(layer1,neuron2)-(layer2,neuron7): -1.24032773385
(layer1,neuron2)-(layer2,neuron8): 0.784164688684
(layer1,neuron2)-(layer2,neuron9): -0.438638302592
(layer1,neuron2)-(layer2,neuron10): 0.318061510667
(layer1,neuron2)-(layer2,neuron11): -1.16962291147
(layer1,neuron2)-(layer2,neuron12): 3.26284572245
(layer1,neuron3)-(layer2,neuron0): -2.01854330883
(layer1,neuron3)-(layer2,neuron1): 0.268698989359
(layer1,neuron3)-(layer2,neuron2): -0.226386671192
(layer1,neuron3)-(layer2,neuron3): -1.50594056886
(layer1,neuron3)-(layer2,neuron4): -1.54376272532
(layer1,neuron3)-(layer2,neuron5): -2.09652868408
(layer1,neuron3)-(layer2,neuron6): 0.785265909227
(layer1,neuron3)-(layer2,neuron7): -1.67403038758
(layer1,neuron3)-(layer2,neuron8): -1.55302257718
(layer1,neuron3)-(layer2,neuron9): -2.08552643756
(layer1,neuron3)-(layer2,neuron10): 1.77774539568
(layer1,neuron3)-(layer2,neuron11): -0.982649349632
(layer1,neuron3)-(layer2,neuron12): -5.94599082513
(layer1,neuron4)-(layer2,neuron0): 0.62665594868
(layer1,neuron4)-(layer2,neuron1): -0.831969089766
(layer1,neuron4)-(layer2,neuron2): -0.558252909338
(layer1,neuron4)-(layer2,neuron3): -1.61301309386
(layer1,neuron4)-(layer2,neuron4): 0.201450881551
(layer1,neuron4)-(layer2,neuron5): 1.16462247909
(layer1,neuron4)-(layer2,neuron6): 1.05849920279
(layer1,neuron4)-(layer2,neuron7): -0.282077680863
(layer1,neuron4)-(layer2,neuron8): -2.22810845073
(layer1,neuron4)-(layer2,neuron9): -2.03366127711
(layer1,neuron4)-(layer2,neuron10): -0.925653264877
(layer1,neuron4)-(layer2,neuron11): -1.73476287101
(layer1,neuron4)-(layer2,neuron12): 1.16770784031
(layer1,neuron5)-(layer2,neuron0): -0.479413368961
(layer1,neuron5)-(layer2,neuron1): 1.42358545212
(layer1,neuron5)-(layer2,neuron2): -0.78421444899
(layer1,neuron5)-(layer2,neuron3): -0.191747594903
(layer1,neuron5)-(layer2,neuron4): -0.826441628863
(layer1,neuron5)-(layer2,neuron5): -2.89414846059
(layer1,neuron5)-(layer2,neuron6): 0.66061789172
(layer1,neuron5)-(layer2,neuron7): 0.878506945278
(layer1,neuron5)-(layer2,neuron8): -1.44129828901
(layer1,neuron5)-(layer2,neuron9): -1.79097221085
(layer1,neuron5)-(layer2,neuron10): 0.956065099191
(layer1,neuron5)-(layer2,neuron11): 1.18034241614
(layer1,neuron5)-(layer2,neuron12): -4.24979380428
(layer1,neuron6)-(layer2,neuron0): -1.31199971638
(layer1,neuron6)-(layer2,neuron1): -1.3637174642
(layer1,neuron6)-(layer2,neuron2): 0.335009767577
(layer1,neuron6)-(layer2,neuron3): 0.592926348015
(layer1,neuron6)-(layer2,neuron4): 0.992486058123
(layer1,neuron6)-(layer2,neuron5): -1.2592053555
(layer1,neuron6)-(layer2,neuron6): -0.32919058454
(layer1,neuron6)-(layer2,neuron7): -0.188674737032
(layer1,neuron6)-(layer2,neuron8): -2.38555777297
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