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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:48:54 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/job413
Training events: 45948


#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'    [46.6659545898,824.779174805]
LepAPt                        LepAPt                            'F'    [20.0003662109,155.865875244]
LepBPt                        LepBPt                            'F'    [10.0010261536,72.9998397827]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.00477731228,19.6708087921]
MetSpec                       MetSpec                           'F'    [15.0119848251,262.380706787]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1484737396,533.700561523]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [0.678276479244,374.426086426]
addEt                         addEt                             'F'    [46.6659545898,422.574371338]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.0517990663648,3.14159059525]
dPhiLeptons                   dPhiLeptons                       'F'    [1.81440645974e-05,1.13430726528]
dRLeptons                     dRLeptons                         'F'    [0.200005456805,1.13770997524]
lep1_E                        lep1_E                            'F'    [20.0262546539,232.717926025]
lep2_E                        lep2_E                            'F'    [10.0074262619,136.060577393]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.383684801295
(layer0,neuron0)-(layer1,neuron1): 2.25186918927
(layer0,neuron0)-(layer1,neuron2): 0.936606896122
(layer0,neuron0)-(layer1,neuron3): 2.64924379309
(layer0,neuron0)-(layer1,neuron4): -0.99513359251
(layer0,neuron0)-(layer1,neuron5): -0.342309891831
(layer0,neuron0)-(layer1,neuron6): -1.26209870371
(layer0,neuron0)-(layer1,neuron7): 2.71409122567
(layer0,neuron0)-(layer1,neuron8): -1.5723919972
(layer0,neuron0)-(layer1,neuron9): -0.423658306675
(layer0,neuron0)-(layer1,neuron10): -1.0355100861
(layer0,neuron0)-(layer1,neuron11): -0.570731331541
(layer0,neuron0)-(layer1,neuron12): -0.993317181931
(layer0,neuron0)-(layer1,neuron13): 0.0702628859954
(layer0,neuron1)-(layer1,neuron0): -0.542629559949
(layer0,neuron1)-(layer1,neuron1): 0.805812138472
(layer0,neuron1)-(layer1,neuron2): 0.5630082326
(layer0,neuron1)-(layer1,neuron3): 5.15748787448
(layer0,neuron1)-(layer1,neuron4): 2.98304162632
(layer0,neuron1)-(layer1,neuron5): 2.36002187421
(layer0,neuron1)-(layer1,neuron6): -0.982712911976
(layer0,neuron1)-(layer1,neuron7): 0.501933579336
(layer0,neuron1)-(layer1,neuron8): 5.0555145259
(layer0,neuron1)-(layer1,neuron9): 1.23026397574
(layer0,neuron1)-(layer1,neuron10): -1.25712817799
(layer0,neuron1)-(layer1,neuron11): -0.877466116381
(layer0,neuron1)-(layer1,neuron12): 0.275576934585
(layer0,neuron1)-(layer1,neuron13): -1.76147575871
(layer0,neuron2)-(layer1,neuron0): -1.93144645407
(layer0,neuron2)-(layer1,neuron1): 0.587035805685
(layer0,neuron2)-(layer1,neuron2): 0.644181955683
(layer0,neuron2)-(layer1,neuron3): 4.34057380417
(layer0,neuron2)-(layer1,neuron4): 1.60649825653
(layer0,neuron2)-(layer1,neuron5): 0.818268738821
(layer0,neuron2)-(layer1,neuron6): -0.157404210315
(layer0,neuron2)-(layer1,neuron7): 2.92861544557
(layer0,neuron2)-(layer1,neuron8): -3.69659651751
(layer0,neuron2)-(layer1,neuron9): 2.65842508251
(layer0,neuron2)-(layer1,neuron10): -1.73680252648
(layer0,neuron2)-(layer1,neuron11): 1.21236900782
(layer0,neuron2)-(layer1,neuron12): 2.4874174825
(layer0,neuron2)-(layer1,neuron13): 0.865383896892
(layer0,neuron3)-(layer1,neuron0): 1.94688325886
(layer0,neuron3)-(layer1,neuron1): 1.26047137209
(layer0,neuron3)-(layer1,neuron2): -0.416290885095
(layer0,neuron3)-(layer1,neuron3): -2.99864282306
(layer0,neuron3)-(layer1,neuron4): 0.863121515249
(layer0,neuron3)-(layer1,neuron5): -0.677582416185
(layer0,neuron3)-(layer1,neuron6): 0.977171906417
(layer0,neuron3)-(layer1,neuron7): 2.0641056084
(layer0,neuron3)-(layer1,neuron8): 0.622949502375
(layer0,neuron3)-(layer1,neuron9): 1.7281851284
(layer0,neuron3)-(layer1,neuron10): -2.0945838649
(layer0,neuron3)-(layer1,neuron11): 0.897301440175
(layer0,neuron3)-(layer1,neuron12): -1.33654185197
(layer0,neuron3)-(layer1,neuron13): -0.174568588734
(layer0,neuron4)-(layer1,neuron0): -1.27157572188
(layer0,neuron4)-(layer1,neuron1): -1.5159720641
(layer0,neuron4)-(layer1,neuron2): 1.8709166389
(layer0,neuron4)-(layer1,neuron3): 1.25120913905
(layer0,neuron4)-(layer1,neuron4): -0.419602250506
(layer0,neuron4)-(layer1,neuron5): 1.24446126001
(layer0,neuron4)-(layer1,neuron6): -0.874672065827
(layer0,neuron4)-(layer1,neuron7): 3.007830547
(layer0,neuron4)-(layer1,neuron8): 1.19971923718
(layer0,neuron4)-(layer1,neuron9): 0.466477944579
(layer0,neuron4)-(layer1,neuron10): 0.249524893172
(layer0,neuron4)-(layer1,neuron11): -1.57520485142
(layer0,neuron4)-(layer1,neuron12): 1.23809171552
(layer0,neuron4)-(layer1,neuron13): -0.729968604152
(layer0,neuron5)-(layer1,neuron0): -0.831397897389
(layer0,neuron5)-(layer1,neuron1): -1.16349436988
(layer0,neuron5)-(layer1,neuron2): 0.698881797831
(layer0,neuron5)-(layer1,neuron3): 1.89140901959
(layer0,neuron5)-(layer1,neuron4): 1.98400505632
(layer0,neuron5)-(layer1,neuron5): 0.746308310462
(layer0,neuron5)-(layer1,neuron6): -2.32391754812
(layer0,neuron5)-(layer1,neuron7): -2.13361030836
(layer0,neuron5)-(layer1,neuron8): 0.963502896342
(layer0,neuron5)-(layer1,neuron9): 1.0267181438
(layer0,neuron5)-(layer1,neuron10): 2.82079435319
(layer0,neuron5)-(layer1,neuron11): 0.65656155522
(layer0,neuron5)-(layer1,neuron12): 1.11288912325
(layer0,neuron5)-(layer1,neuron13): -0.157150141435
(layer0,neuron6)-(layer1,neuron0): -0.900714700702
(layer0,neuron6)-(layer1,neuron1): 0.0128702810537
(layer0,neuron6)-(layer1,neuron2): 1.39868722409
(layer0,neuron6)-(layer1,neuron3): -0.588489076366
(layer0,neuron6)-(layer1,neuron4): -0.649865383224
(layer0,neuron6)-(layer1,neuron5): -0.871560241245
(layer0,neuron6)-(layer1,neuron6): -0.714904149894
(layer0,neuron6)-(layer1,neuron7): 0.786758824968
(layer0,neuron6)-(layer1,neuron8): 1.61727240595
(layer0,neuron6)-(layer1,neuron9): -1.20897840548
(layer0,neuron6)-(layer1,neuron10): -0.467418756939
(layer0,neuron6)-(layer1,neuron11): 1.42617483028
(layer0,neuron6)-(layer1,neuron12): -0.277803165396
(layer0,neuron6)-(layer1,neuron13): -1.05407250186
(layer0,neuron7)-(layer1,neuron0): -1.39966800855
(layer0,neuron7)-(layer1,neuron1): 0.417354270047
(layer0,neuron7)-(layer1,neuron2): -1.4869150055
(layer0,neuron7)-(layer1,neuron3): 2.89012797589
(layer0,neuron7)-(layer1,neuron4): 4.63168989361
(layer0,neuron7)-(layer1,neuron5): 4.0379022686
(layer0,neuron7)-(layer1,neuron6): -1.80484659794
(layer0,neuron7)-(layer1,neuron7): 7.83314481408
(layer0,neuron7)-(layer1,neuron8): 0.32310543303
(layer0,neuron7)-(layer1,neuron9): 0.667567381611
(layer0,neuron7)-(layer1,neuron10): -0.393987358439
(layer0,neuron7)-(layer1,neuron11): -0.467249241776
(layer0,neuron7)-(layer1,neuron12): -1.69789820592
(layer0,neuron7)-(layer1,neuron13): -0.752200261396
(layer0,neuron8)-(layer1,neuron0): 0.483135875439
(layer0,neuron8)-(layer1,neuron1): 0.0232899535897
(layer0,neuron8)-(layer1,neuron2): -1.02161875102
(layer0,neuron8)-(layer1,neuron3): 3.13661225826
(layer0,neuron8)-(layer1,neuron4): 0.140912144197
(layer0,neuron8)-(layer1,neuron5): -3.67366680255
(layer0,neuron8)-(layer1,neuron6): 0.567673889305
(layer0,neuron8)-(layer1,neuron7): -2.52497083764
(layer0,neuron8)-(layer1,neuron8): -0.596657834322
(layer0,neuron8)-(layer1,neuron9): -0.676587153949
(layer0,neuron8)-(layer1,neuron10): -2.37830212511
(layer0,neuron8)-(layer1,neuron11): 1.22663712563
(layer0,neuron8)-(layer1,neuron12): 0.36806933117
(layer0,neuron8)-(layer1,neuron13): -0.315445794558
(layer0,neuron9)-(layer1,neuron0): -0.502990961614
(layer0,neuron9)-(layer1,neuron1): 0.417362920743
(layer0,neuron9)-(layer1,neuron2): -1.70259483714
(layer0,neuron9)-(layer1,neuron3): -0.968776739955
(layer0,neuron9)-(layer1,neuron4): 1.41108105993
(layer0,neuron9)-(layer1,neuron5): -0.839475453613
(layer0,neuron9)-(layer1,neuron6): 0.487112153926
(layer0,neuron9)-(layer1,neuron7): 0.13644063169
(layer0,neuron9)-(layer1,neuron8): -0.572376059522
(layer0,neuron9)-(layer1,neuron9): 0.652474132386
(layer0,neuron9)-(layer1,neuron10): 0.861774724816
(layer0,neuron9)-(layer1,neuron11): -1.42822157858
(layer0,neuron9)-(layer1,neuron12): 1.87862405051
(layer0,neuron9)-(layer1,neuron13): 0.462682266615
(layer0,neuron10)-(layer1,neuron0): 1.46902183529
(layer0,neuron10)-(layer1,neuron1): 0.0554098003599
(layer0,neuron10)-(layer1,neuron2): -1.26705354012
(layer0,neuron10)-(layer1,neuron3): 0.953664297612
(layer0,neuron10)-(layer1,neuron4): -0.140526915542
(layer0,neuron10)-(layer1,neuron5): -0.11102190037
(layer0,neuron10)-(layer1,neuron6): 1.10879177647
(layer0,neuron10)-(layer1,neuron7): 0.353723260091
(layer0,neuron10)-(layer1,neuron8): 0.900630261387
(layer0,neuron10)-(layer1,neuron9): -0.392545279662
(layer0,neuron10)-(layer1,neuron10): -1.91295447438
(layer0,neuron10)-(layer1,neuron11): 1.15076593065
(layer0,neuron10)-(layer1,neuron12): 1.34829713559
(layer0,neuron10)-(layer1,neuron13): -0.641177467377
(layer0,neuron11)-(layer1,neuron0): -0.489184600864
(layer0,neuron11)-(layer1,neuron1): 0.053001543013
(layer0,neuron11)-(layer1,neuron2): 2.66253335963
(layer0,neuron11)-(layer1,neuron3): -0.229767670446
(layer0,neuron11)-(layer1,neuron4): -0.614841875459
(layer0,neuron11)-(layer1,neuron5): -2.66370998086
(layer0,neuron11)-(layer1,neuron6): 1.05392338304
(layer0,neuron11)-(layer1,neuron7): -0.621092226107
(layer0,neuron11)-(layer1,neuron8): 1.79925129304
(layer0,neuron11)-(layer1,neuron9): 0.465956403876
(layer0,neuron11)-(layer1,neuron10): 1.51440862877
(layer0,neuron11)-(layer1,neuron11): -0.0595956818665
(layer0,neuron11)-(layer1,neuron12): -2.42040658386
(layer0,neuron11)-(layer1,neuron13): 1.65576681686
(layer0,neuron12)-(layer1,neuron0): -0.929448359967
(layer0,neuron12)-(layer1,neuron1): -0.362828158459
(layer0,neuron12)-(layer1,neuron2): 2.24158076213
(layer0,neuron12)-(layer1,neuron3): -0.953056378908
(layer0,neuron12)-(layer1,neuron4): -1.90324095672
(layer0,neuron12)-(layer1,neuron5): 0.0337483284446
(layer0,neuron12)-(layer1,neuron6): 1.52083969337
(layer0,neuron12)-(layer1,neuron7): -0.378447638298
(layer0,neuron12)-(layer1,neuron8): -1.94388984738
(layer0,neuron12)-(layer1,neuron9): -0.502364330372
(layer0,neuron12)-(layer1,neuron10): 0.530078725877
(layer0,neuron12)-(layer1,neuron11): -0.932796721568
(layer0,neuron12)-(layer1,neuron12): -1.08061962491
(layer0,neuron12)-(layer1,neuron13): 2.55607947396
(layer0,neuron13)-(layer1,neuron0): 1.95998603805
(layer0,neuron13)-(layer1,neuron1): -1.69975402495
(layer0,neuron13)-(layer1,neuron2): -0.542193456241
(layer0,neuron13)-(layer1,neuron3): 7.0944674944
(layer0,neuron13)-(layer1,neuron4): 5.55352943163
(layer0,neuron13)-(layer1,neuron5): 5.44120216871
(layer0,neuron13)-(layer1,neuron6): 0.00628551832702
(layer0,neuron13)-(layer1,neuron7): 12.489471906
(layer0,neuron13)-(layer1,neuron8): 0.340933696287
(layer0,neuron13)-(layer1,neuron9): 2.2661893413
(layer0,neuron13)-(layer1,neuron10): 0.387001877071
(layer0,neuron13)-(layer1,neuron11): 0.150313856737
(layer0,neuron13)-(layer1,neuron12): 0.0623762569914
(layer0,neuron13)-(layer1,neuron13): -4.56329161374
(layer1,neuron0)-(layer2,neuron0): -2.97608506648
(layer1,neuron0)-(layer2,neuron1): 0.339144134832
(layer1,neuron0)-(layer2,neuron2): -1.05833434105
(layer1,neuron0)-(layer2,neuron3): -0.504151688524
(layer1,neuron0)-(layer2,neuron4): -0.830951611568
(layer1,neuron0)-(layer2,neuron5): -0.742487599306
(layer1,neuron0)-(layer2,neuron6): -0.676104283917
(layer1,neuron0)-(layer2,neuron7): -2.49653547665
(layer1,neuron0)-(layer2,neuron8): -0.277326661455
(layer1,neuron0)-(layer2,neuron9): 0.00182539720915
(layer1,neuron0)-(layer2,neuron10): -1.29286451124
(layer1,neuron0)-(layer2,neuron11): -0.174680358261
(layer1,neuron0)-(layer2,neuron12): 0.0403667438646
(layer1,neuron1)-(layer2,neuron0): 0.93535206516
(layer1,neuron1)-(layer2,neuron1): 0.54207523964
(layer1,neuron1)-(layer2,neuron2): -0.291344460563
(layer1,neuron1)-(layer2,neuron3): -2.21734735689
(layer1,neuron1)-(layer2,neuron4): -0.916791989826
(layer1,neuron1)-(layer2,neuron5): 1.5398659959
(layer1,neuron1)-(layer2,neuron6): 1.28051266814
(layer1,neuron1)-(layer2,neuron7): 0.740687610557
(layer1,neuron1)-(layer2,neuron8): -0.297750317733
(layer1,neuron1)-(layer2,neuron9): 1.92830476747
(layer1,neuron1)-(layer2,neuron10): -1.65198081516
(layer1,neuron1)-(layer2,neuron11): -1.34742974872
(layer1,neuron1)-(layer2,neuron12): -0.147749141231
(layer1,neuron2)-(layer2,neuron0): -1.61721934139
(layer1,neuron2)-(layer2,neuron1): 0.885342893958
(layer1,neuron2)-(layer2,neuron2): 2.29180934922
(layer1,neuron2)-(layer2,neuron3): -1.41999943965
(layer1,neuron2)-(layer2,neuron4): 0.77880791377
(layer1,neuron2)-(layer2,neuron5): -0.394759435107
(layer1,neuron2)-(layer2,neuron6): -1.73631323847
(layer1,neuron2)-(layer2,neuron7): -1.0904783562
(layer1,neuron2)-(layer2,neuron8): 0.506116006849
(layer1,neuron2)-(layer2,neuron9): 0.0408839978001
(layer1,neuron2)-(layer2,neuron10): 1.13811138588
(layer1,neuron2)-(layer2,neuron11): -1.22217094771
(layer1,neuron2)-(layer2,neuron12): 1.85167931243
(layer1,neuron3)-(layer2,neuron0): -2.06451163675
(layer1,neuron3)-(layer2,neuron1): -0.42438407408
(layer1,neuron3)-(layer2,neuron2): 1.22154451397
(layer1,neuron3)-(layer2,neuron3): -5.55776520232
(layer1,neuron3)-(layer2,neuron4): -1.44473391082
(layer1,neuron3)-(layer2,neuron5): -1.92991851813
(layer1,neuron3)-(layer2,neuron6): 0.785858301948
(layer1,neuron3)-(layer2,neuron7): -1.81160704726
(layer1,neuron3)-(layer2,neuron8): -4.1464024627
(layer1,neuron3)-(layer2,neuron9): -1.91261074023
(layer1,neuron3)-(layer2,neuron10): 0.388910581305
(layer1,neuron3)-(layer2,neuron11): -1.32922593798
(layer1,neuron3)-(layer2,neuron12): -2.03549033393
(layer1,neuron4)-(layer2,neuron0): 0.480497530422
(layer1,neuron4)-(layer2,neuron1): -0.718897030684
(layer1,neuron4)-(layer2,neuron2): 0.407401020932
(layer1,neuron4)-(layer2,neuron3): -3.87560975178
(layer1,neuron4)-(layer2,neuron4): 0.239300295256
(layer1,neuron4)-(layer2,neuron5): 1.97208070688
(layer1,neuron4)-(layer2,neuron6): 1.06584747585
(layer1,neuron4)-(layer2,neuron7): -0.929312552159
(layer1,neuron4)-(layer2,neuron8): -3.30560968222
(layer1,neuron4)-(layer2,neuron9): -1.7959506184
(layer1,neuron4)-(layer2,neuron10): -1.23121604518
(layer1,neuron4)-(layer2,neuron11): -1.67582976726
(layer1,neuron4)-(layer2,neuron12): 0.198669522925
(layer1,neuron5)-(layer2,neuron0): -0.654402008776
(layer1,neuron5)-(layer2,neuron1): 2.11036186046
(layer1,neuron5)-(layer2,neuron2): -0.85281876633
(layer1,neuron5)-(layer2,neuron3): -2.73417626034
(layer1,neuron5)-(layer2,neuron4): -0.51320166088
(layer1,neuron5)-(layer2,neuron5): -2.96861887543
(layer1,neuron5)-(layer2,neuron6): 0.794284941267
(layer1,neuron5)-(layer2,neuron7): 0.994467862287
(layer1,neuron5)-(layer2,neuron8): -2.99094556606
(layer1,neuron5)-(layer2,neuron9): -1.72276720371
(layer1,neuron5)-(layer2,neuron10): 0.566427210794
(layer1,neuron5)-(layer2,neuron11): 1.27081638956
(layer1,neuron5)-(layer2,neuron12): -0.10025710905
(layer1,neuron6)-(layer2,neuron0): -1.32911049802
(layer1,neuron6)-(layer2,neuron1): -0.969573435885
(layer1,neuron6)-(layer2,neuron2): 0.990173974687
(layer1,neuron6)-(layer2,neuron3): 2.24566305072
(layer1,neuron6)-(layer2,neuron4): 0.850072838231
(layer1,neuron6)-(layer2,neuron5): -0.940932778216
(layer1,neuron6)-(layer2,neuron6): -0.359013750763
(layer1,neuron6)-(layer2,neuron7): -0.795451816019
(layer1,neuron6)-(layer2,neuron8): -2.43745190857
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(layer1,neuron6)-(layer2,neuron10): -2.5221739063
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