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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:42:30 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/job414
Training events: 39628


#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'    [48.899105072,787.769287109]
LepAPt                        LepAPt                            'F'    [20.0004863739,162.429443359]
LepBPt                        LepBPt                            'F'    [10.0008592606,71.1104202271]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.06155312061,21.7385215759]
MetSpec                       MetSpec                           'F'    [15.0050735474,274.839141846]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1484737396,469.726501465]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [1.09349226952,329.840057373]
addEt                         addEt                             'F'    [48.899105072,391.964660645]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.005448944401,3.14159226418]
dPhiLeptons                   dPhiLeptons                       'F'    [1.13248825073e-05,1.10251176357]
dRLeptons                     dRLeptons                         'F'    [0.200022801757,1.11529541016]
lep1_E                        lep1_E                            'F'    [20.0075798035,206.098724365]
lep2_E                        lep2_E                            'F'    [10.0028533936,107.376251221]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.152439552186
(layer0,neuron0)-(layer1,neuron1): 2.18079479257
(layer0,neuron0)-(layer1,neuron2): 0.791031296211
(layer0,neuron0)-(layer1,neuron3): 1.46557475748
(layer0,neuron0)-(layer1,neuron4): -1.56184225757
(layer0,neuron0)-(layer1,neuron5): -1.36514829179
(layer0,neuron0)-(layer1,neuron6): -0.434384388538
(layer0,neuron0)-(layer1,neuron7): 1.79764536075
(layer0,neuron0)-(layer1,neuron8): -1.54499140287
(layer0,neuron0)-(layer1,neuron9): -0.867949716497
(layer0,neuron0)-(layer1,neuron10): -1.14285343911
(layer0,neuron0)-(layer1,neuron11): -0.147458000735
(layer0,neuron0)-(layer1,neuron12): -1.52493760228
(layer0,neuron0)-(layer1,neuron13): -1.05962628148
(layer0,neuron1)-(layer1,neuron0): -0.421231563027
(layer0,neuron1)-(layer1,neuron1): 0.745915450726
(layer0,neuron1)-(layer1,neuron2): -0.522997381089
(layer0,neuron1)-(layer1,neuron3): 0.910348417573
(layer0,neuron1)-(layer1,neuron4): 2.56389724284
(layer0,neuron1)-(layer1,neuron5): 1.30912852419
(layer0,neuron1)-(layer1,neuron6): -2.29715685207
(layer0,neuron1)-(layer1,neuron7): -0.0161364893517
(layer0,neuron1)-(layer1,neuron8): 0.638030931636
(layer0,neuron1)-(layer1,neuron9): 2.29306287773
(layer0,neuron1)-(layer1,neuron10): -1.26799364034
(layer0,neuron1)-(layer1,neuron11): 0.244624150885
(layer0,neuron1)-(layer1,neuron12): 1.14462411077
(layer0,neuron1)-(layer1,neuron13): -1.95297734184
(layer0,neuron2)-(layer1,neuron0): -1.72338750289
(layer0,neuron2)-(layer1,neuron1): 0.396278330103
(layer0,neuron2)-(layer1,neuron2): 0.5654200352
(layer0,neuron2)-(layer1,neuron3): -0.565301323054
(layer0,neuron2)-(layer1,neuron4): 0.95919566046
(layer0,neuron2)-(layer1,neuron5): -1.0241009716
(layer0,neuron2)-(layer1,neuron6): -2.40359641518
(layer0,neuron2)-(layer1,neuron7): 0.40487750047
(layer0,neuron2)-(layer1,neuron8): -1.8369776648
(layer0,neuron2)-(layer1,neuron9): 4.14628852145
(layer0,neuron2)-(layer1,neuron10): -1.97280115688
(layer0,neuron2)-(layer1,neuron11): 1.31834245759
(layer0,neuron2)-(layer1,neuron12): 0.87525205709
(layer0,neuron2)-(layer1,neuron13): -0.212961560873
(layer0,neuron3)-(layer1,neuron0): 2.02710240093
(layer0,neuron3)-(layer1,neuron1): 1.36548018703
(layer0,neuron3)-(layer1,neuron2): -0.832096188629
(layer0,neuron3)-(layer1,neuron3): -2.66046587962
(layer0,neuron3)-(layer1,neuron4): 0.329036264749
(layer0,neuron3)-(layer1,neuron5): 0.604023809937
(layer0,neuron3)-(layer1,neuron6): 3.68731375103
(layer0,neuron3)-(layer1,neuron7): 1.71852218405
(layer0,neuron3)-(layer1,neuron8): 1.32203025789
(layer0,neuron3)-(layer1,neuron9): 1.25387343318
(layer0,neuron3)-(layer1,neuron10): -1.23642671192
(layer0,neuron3)-(layer1,neuron11): 1.1248206518
(layer0,neuron3)-(layer1,neuron12): -2.00011525042
(layer0,neuron3)-(layer1,neuron13): -1.39485196752
(layer0,neuron4)-(layer1,neuron0): -1.0839940548
(layer0,neuron4)-(layer1,neuron1): -1.63835045795
(layer0,neuron4)-(layer1,neuron2): 1.46289364822
(layer0,neuron4)-(layer1,neuron3): -0.391122460996
(layer0,neuron4)-(layer1,neuron4): -0.856835274307
(layer0,neuron4)-(layer1,neuron5): 1.05525779503
(layer0,neuron4)-(layer1,neuron6): -0.348228631033
(layer0,neuron4)-(layer1,neuron7): 1.75980960535
(layer0,neuron4)-(layer1,neuron8): 1.71576631625
(layer0,neuron4)-(layer1,neuron9): 0.531182438951
(layer0,neuron4)-(layer1,neuron10): 0.468047729462
(layer0,neuron4)-(layer1,neuron11): -1.04085380709
(layer0,neuron4)-(layer1,neuron12): 0.540648654304
(layer0,neuron4)-(layer1,neuron13): -1.58861116606
(layer0,neuron5)-(layer1,neuron0): -0.577279953026
(layer0,neuron5)-(layer1,neuron1): -1.23110990289
(layer0,neuron5)-(layer1,neuron2): 0.642618992656
(layer0,neuron5)-(layer1,neuron3): 1.11814375788
(layer0,neuron5)-(layer1,neuron4): 1.89188116012
(layer0,neuron5)-(layer1,neuron5): -0.392109057805
(layer0,neuron5)-(layer1,neuron6): -1.89647150539
(layer0,neuron5)-(layer1,neuron7): -2.27986339467
(layer0,neuron5)-(layer1,neuron8): 0.888120654554
(layer0,neuron5)-(layer1,neuron9): 0.655929797546
(layer0,neuron5)-(layer1,neuron10): 2.42084478887
(layer0,neuron5)-(layer1,neuron11): 0.981563334828
(layer0,neuron5)-(layer1,neuron12): 0.706525580423
(layer0,neuron5)-(layer1,neuron13): -1.39840378768
(layer0,neuron6)-(layer1,neuron0): -0.692437992502
(layer0,neuron6)-(layer1,neuron1): -0.121219267424
(layer0,neuron6)-(layer1,neuron2): 1.17035128664
(layer0,neuron6)-(layer1,neuron3): -2.89733847202
(layer0,neuron6)-(layer1,neuron4): 0.605638166003
(layer0,neuron6)-(layer1,neuron5): -1.60850818211
(layer0,neuron6)-(layer1,neuron6): -2.60835446492
(layer0,neuron6)-(layer1,neuron7): 1.53355766201
(layer0,neuron6)-(layer1,neuron8): 1.67370035568
(layer0,neuron6)-(layer1,neuron9): 0.891145118086
(layer0,neuron6)-(layer1,neuron10): -0.890094471765
(layer0,neuron6)-(layer1,neuron11): 2.23163352236
(layer0,neuron6)-(layer1,neuron12): -1.03917433107
(layer0,neuron6)-(layer1,neuron13): -2.10102996541
(layer0,neuron7)-(layer1,neuron0): -1.25128925356
(layer0,neuron7)-(layer1,neuron1): 0.248473936384
(layer0,neuron7)-(layer1,neuron2): -2.05000239438
(layer0,neuron7)-(layer1,neuron3): -5.32196449879
(layer0,neuron7)-(layer1,neuron4): 4.26972461291
(layer0,neuron7)-(layer1,neuron5): 1.42301795908
(layer0,neuron7)-(layer1,neuron6): -5.93073333958
(layer0,neuron7)-(layer1,neuron7): 4.40938288346
(layer0,neuron7)-(layer1,neuron8): -0.935435310153
(layer0,neuron7)-(layer1,neuron9): 3.98740619141
(layer0,neuron7)-(layer1,neuron10): -0.669908055839
(layer0,neuron7)-(layer1,neuron11): 0.909766126198
(layer0,neuron7)-(layer1,neuron12): -1.88135509938
(layer0,neuron7)-(layer1,neuron13): -0.802353838742
(layer0,neuron8)-(layer1,neuron0): 0.15972800617
(layer0,neuron8)-(layer1,neuron1): 0.167516927228
(layer0,neuron8)-(layer1,neuron2): -1.48656495326
(layer0,neuron8)-(layer1,neuron3): 3.4836755865
(layer0,neuron8)-(layer1,neuron4): 1.32057903312
(layer0,neuron8)-(layer1,neuron5): -1.0971232828
(layer0,neuron8)-(layer1,neuron6): 2.04961770691
(layer0,neuron8)-(layer1,neuron7): -1.19799681531
(layer0,neuron8)-(layer1,neuron8): -1.59898367027
(layer0,neuron8)-(layer1,neuron9): 1.99675326567
(layer0,neuron8)-(layer1,neuron10): -1.07360209807
(layer0,neuron8)-(layer1,neuron11): 1.6287342433
(layer0,neuron8)-(layer1,neuron12): 0.964687191828
(layer0,neuron8)-(layer1,neuron13): 0.208137765943
(layer0,neuron9)-(layer1,neuron0): -0.354327582631
(layer0,neuron9)-(layer1,neuron1): 0.451534923571
(layer0,neuron9)-(layer1,neuron2): -2.07668588058
(layer0,neuron9)-(layer1,neuron3): 0.72611541113
(layer0,neuron9)-(layer1,neuron4): 1.12689499269
(layer0,neuron9)-(layer1,neuron5): -1.51254034799
(layer0,neuron9)-(layer1,neuron6): -0.825534259541
(layer0,neuron9)-(layer1,neuron7): 0.308197951206
(layer0,neuron9)-(layer1,neuron8): -0.235588186346
(layer0,neuron9)-(layer1,neuron9): -0.20794377342
(layer0,neuron9)-(layer1,neuron10): 1.95745360948
(layer0,neuron9)-(layer1,neuron11): -2.5088919247
(layer0,neuron9)-(layer1,neuron12): -0.183803755006
(layer0,neuron9)-(layer1,neuron13): 0.870204698651
(layer0,neuron10)-(layer1,neuron0): 1.56882504141
(layer0,neuron10)-(layer1,neuron1): 0.335660933551
(layer0,neuron10)-(layer1,neuron2): -1.58525478085
(layer0,neuron10)-(layer1,neuron3): -0.553090948832
(layer0,neuron10)-(layer1,neuron4): -0.562892309287
(layer0,neuron10)-(layer1,neuron5): 1.73007518172
(layer0,neuron10)-(layer1,neuron6): -0.9692223089
(layer0,neuron10)-(layer1,neuron7): -1.49348247158
(layer0,neuron10)-(layer1,neuron8): -0.622736058604
(layer0,neuron10)-(layer1,neuron9): 0.299510384339
(layer0,neuron10)-(layer1,neuron10): -1.36645004246
(layer0,neuron10)-(layer1,neuron11): 0.403039008493
(layer0,neuron10)-(layer1,neuron12): 1.26156043865
(layer0,neuron10)-(layer1,neuron13): -0.791872999488
(layer0,neuron11)-(layer1,neuron0): -0.448008349028
(layer0,neuron11)-(layer1,neuron1): 0.311120146809
(layer0,neuron11)-(layer1,neuron2): 0.837535190224
(layer0,neuron11)-(layer1,neuron3): 0.82964944182
(layer0,neuron11)-(layer1,neuron4): 1.56577790447
(layer0,neuron11)-(layer1,neuron5): -1.18818821808
(layer0,neuron11)-(layer1,neuron6): 3.43632985095
(layer0,neuron11)-(layer1,neuron7): 0.724436934831
(layer0,neuron11)-(layer1,neuron8): 0.444014908573
(layer0,neuron11)-(layer1,neuron9): 0.815193168694
(layer0,neuron11)-(layer1,neuron10): 1.57202496973
(layer0,neuron11)-(layer1,neuron11): -0.359442887831
(layer0,neuron11)-(layer1,neuron12): -0.984448254864
(layer0,neuron11)-(layer1,neuron13): 0.424308080752
(layer0,neuron12)-(layer1,neuron0): -0.774305338622
(layer0,neuron12)-(layer1,neuron1): -0.494628660505
(layer0,neuron12)-(layer1,neuron2): 1.72671962734
(layer0,neuron12)-(layer1,neuron3): 0.0920769090076
(layer0,neuron12)-(layer1,neuron4): -0.10860034877
(layer0,neuron12)-(layer1,neuron5): 1.75027080092
(layer0,neuron12)-(layer1,neuron6): 1.81331418049
(layer0,neuron12)-(layer1,neuron7): -1.38345415485
(layer0,neuron12)-(layer1,neuron8): 0.370481727285
(layer0,neuron12)-(layer1,neuron9): 1.81046071247
(layer0,neuron12)-(layer1,neuron10): 0.161899747512
(layer0,neuron12)-(layer1,neuron11): -1.50460457133
(layer0,neuron12)-(layer1,neuron12): -1.99897129157
(layer0,neuron12)-(layer1,neuron13): 0.435809996538
(layer0,neuron13)-(layer1,neuron0): 1.66149465233
(layer0,neuron13)-(layer1,neuron1): -1.91889855384
(layer0,neuron13)-(layer1,neuron2): -0.198394740329
(layer0,neuron13)-(layer1,neuron3): -5.66618108104
(layer0,neuron13)-(layer1,neuron4): 4.81185328394
(layer0,neuron13)-(layer1,neuron5): 0.952940763032
(layer0,neuron13)-(layer1,neuron6): -9.43763957567
(layer0,neuron13)-(layer1,neuron7): 4.33057790544
(layer0,neuron13)-(layer1,neuron8): -0.500528500477
(layer0,neuron13)-(layer1,neuron9): 8.05470402822
(layer0,neuron13)-(layer1,neuron10): -0.362464033112
(layer0,neuron13)-(layer1,neuron11): 1.51942640567
(layer0,neuron13)-(layer1,neuron12): 1.00703699374
(layer0,neuron13)-(layer1,neuron13): -0.697722311909
(layer1,neuron0)-(layer2,neuron0): -3.12787285409
(layer1,neuron0)-(layer2,neuron1): 0.136710720038
(layer1,neuron0)-(layer2,neuron2): -0.0326713996691
(layer1,neuron0)-(layer2,neuron3): -1.64430288182
(layer1,neuron0)-(layer2,neuron4): -0.691756049549
(layer1,neuron0)-(layer2,neuron5): -0.462788758038
(layer1,neuron0)-(layer2,neuron6): -0.664400022898
(layer1,neuron0)-(layer2,neuron7): -1.43051674252
(layer1,neuron0)-(layer2,neuron8): 0.606740541717
(layer1,neuron0)-(layer2,neuron9): 0.148005897541
(layer1,neuron0)-(layer2,neuron10): -1.21328924284
(layer1,neuron0)-(layer2,neuron11): -0.436006352045
(layer1,neuron0)-(layer2,neuron12): -0.122495989883
(layer1,neuron1)-(layer2,neuron0): 1.19422170027
(layer1,neuron1)-(layer2,neuron1): -0.0266831781923
(layer1,neuron1)-(layer2,neuron2): -0.220965648227
(layer1,neuron1)-(layer2,neuron3): -1.91634418483
(layer1,neuron1)-(layer2,neuron4): -0.923571586218
(layer1,neuron1)-(layer2,neuron5): 1.79720893978
(layer1,neuron1)-(layer2,neuron6): 1.30808449082
(layer1,neuron1)-(layer2,neuron7): 0.779862150879
(layer1,neuron1)-(layer2,neuron8): 0.16132898921
(layer1,neuron1)-(layer2,neuron9): 1.91373704356
(layer1,neuron1)-(layer2,neuron10): -1.65217416979
(layer1,neuron1)-(layer2,neuron11): -1.26403636348
(layer1,neuron1)-(layer2,neuron12): -0.188676042654
(layer1,neuron2)-(layer2,neuron0): -1.22352661884
(layer1,neuron2)-(layer2,neuron1): 1.0689470086
(layer1,neuron2)-(layer2,neuron2): 1.67341943194
(layer1,neuron2)-(layer2,neuron3): -1.23400657685
(layer1,neuron2)-(layer2,neuron4): 0.789710107158
(layer1,neuron2)-(layer2,neuron5): -0.346111540898
(layer1,neuron2)-(layer2,neuron6): -1.77959037519
(layer1,neuron2)-(layer2,neuron7): -1.35194219176
(layer1,neuron2)-(layer2,neuron8): 1.09924799991
(layer1,neuron2)-(layer2,neuron9): -0.137200808011
(layer1,neuron2)-(layer2,neuron10): 0.901787476484
(layer1,neuron2)-(layer2,neuron11): -1.14430371327
(layer1,neuron2)-(layer2,neuron12): 1.67246455334
(layer1,neuron3)-(layer2,neuron0): -1.75587395998
(layer1,neuron3)-(layer2,neuron1): 4.38854732248
(layer1,neuron3)-(layer2,neuron2): 0.925558178785
(layer1,neuron3)-(layer2,neuron3): -1.66625261629
(layer1,neuron3)-(layer2,neuron4): -1.31350863203
(layer1,neuron3)-(layer2,neuron5): -1.57072282859
(layer1,neuron3)-(layer2,neuron6): -0.763486165165
(layer1,neuron3)-(layer2,neuron7): -1.86227033518
(layer1,neuron3)-(layer2,neuron8): -1.79873077458
(layer1,neuron3)-(layer2,neuron9): -1.89343146101
(layer1,neuron3)-(layer2,neuron10): -0.154470020264
(layer1,neuron3)-(layer2,neuron11): -1.22222556614
(layer1,neuron3)-(layer2,neuron12): -2.73581927908
(layer1,neuron4)-(layer2,neuron0): 0.949611281449
(layer1,neuron4)-(layer2,neuron1): -4.91239685126
(layer1,neuron4)-(layer2,neuron2): -0.43100580348
(layer1,neuron4)-(layer2,neuron3): -1.24088981636
(layer1,neuron4)-(layer2,neuron4): 0.214821747887
(layer1,neuron4)-(layer2,neuron5): 0.943070175329
(layer1,neuron4)-(layer2,neuron6): 0.941076540884
(layer1,neuron4)-(layer2,neuron7): -0.918896849013
(layer1,neuron4)-(layer2,neuron8): -2.0147193438
(layer1,neuron4)-(layer2,neuron9): -1.54982157665
(layer1,neuron4)-(layer2,neuron10): -0.59671432335
(layer1,neuron4)-(layer2,neuron11): -1.49971924535
(layer1,neuron4)-(layer2,neuron12): -0.376538862277
(layer1,neuron5)-(layer2,neuron0): -0.688144794427
(layer1,neuron5)-(layer2,neuron1): 0.919127097168
(layer1,neuron5)-(layer2,neuron2): -0.767052343128
(layer1,neuron5)-(layer2,neuron3): 0.0321185368632
(layer1,neuron5)-(layer2,neuron4): -0.529497414276
(layer1,neuron5)-(layer2,neuron5): -2.85926308406
(layer1,neuron5)-(layer2,neuron6): 0.518828309351
(layer1,neuron5)-(layer2,neuron7): 1.47649989482
(layer1,neuron5)-(layer2,neuron8): -1.6375540884
(layer1,neuron5)-(layer2,neuron9): -1.75976182227
(layer1,neuron5)-(layer2,neuron10): 0.214857648711
(layer1,neuron5)-(layer2,neuron11): 0.937949429039
(layer1,neuron5)-(layer2,neuron12): -1.18521404355
(layer1,neuron6)-(layer2,neuron0): -2.35131556481
(layer1,neuron6)-(layer2,neuron1): 5.07061517652
(layer1,neuron6)-(layer2,neuron2): 1.82659706133
(layer1,neuron6)-(layer2,neuron3): 0.722616039712
(layer1,neuron6)-(layer2,neuron4): 0.986682328864
(layer1,neuron6)-(layer2,neuron5): -2.03375623449
(layer1,neuron6)-(layer2,neuron6): -0.580755174172
(layer1,neuron6)-(layer2,neuron7): 0.281998580127
(layer1,neuron6)-(layer2,neuron8): -2.24157497853
(layer1,neuron6)-(layer2,neuron9): -0.840628396792
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