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

Method         : MLP::H6AONN5MEMLP
TMVA Release   : 3.8.6         [198662]
ROOT Release   : 5.26/00       [334336]
Creator        : stdenis
Date           : Sun Jan  1 10:37:09 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/job415
Training events: 34306


#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'    [49.2191009521,771.463745117]
LepAPt                        LepAPt                            'F'    [20.0000362396,162.429443359]
LepBPt                        LepBPt                            'F'    [10.0003643036,65.7519302368]
MetSigLeptonsJets             MetSigLeptonsJets                 'F'    [1.13847851753,21.1559963226]
MetSpec                       MetSpec                           'F'    [15.0119848251,261.761749268]
SumEtLeptonsJets              SumEtLeptonsJets                  'F'    [30.1199874878,517.957397461]
VSumJetLeptonsPt              VSumJetLeptonsPt                  'F'    [3.44767546654,304.726287842]
addEt                         addEt                             'F'    [49.2191009521,385.879455566]
dPhiLepSumMet                 dPhiLepSumMet                     'F'    [0.00602381536737,3.14158987999]
dPhiLeptons                   dPhiLeptons                       'F'    [2.03847885132e-05,1.13010489941]
dRLeptons                     dRLeptons                         'F'    [0.200001657009,1.13414525986]
lep1_E                        lep1_E                            'F'    [20.0563106537,202.024719238]
lep2_E                        lep2_E                            'F'    [10.0202493668,113.683082581]


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


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

Weights
(layer0,neuron0)-(layer1,neuron0): -0.120089457683
(layer0,neuron0)-(layer1,neuron1): 2.15254946859
(layer0,neuron0)-(layer1,neuron2): 0.850538079045
(layer0,neuron0)-(layer1,neuron3): 2.04040171147
(layer0,neuron0)-(layer1,neuron4): -1.33285481198
(layer0,neuron0)-(layer1,neuron5): -1.28946791246
(layer0,neuron0)-(layer1,neuron6): -1.32195252821
(layer0,neuron0)-(layer1,neuron7): 2.0679207535
(layer0,neuron0)-(layer1,neuron8): -1.28517640153
(layer0,neuron0)-(layer1,neuron9): -0.625030619942
(layer0,neuron0)-(layer1,neuron10): -1.53108931486
(layer0,neuron0)-(layer1,neuron11): -0.117025636997
(layer0,neuron0)-(layer1,neuron12): -0.746264649767
(layer0,neuron0)-(layer1,neuron13): -0.517867987265
(layer0,neuron1)-(layer1,neuron0): -0.454081581076
(layer0,neuron1)-(layer1,neuron1): 1.09487992453
(layer0,neuron1)-(layer1,neuron2): -0.325144358139
(layer0,neuron1)-(layer1,neuron3): 2.00650285735
(layer0,neuron1)-(layer1,neuron4): 1.38759062101
(layer0,neuron1)-(layer1,neuron5): 1.46296700634
(layer0,neuron1)-(layer1,neuron6): -1.86538080928
(layer0,neuron1)-(layer1,neuron7): 0.128494419883
(layer0,neuron1)-(layer1,neuron8): 0.835032924758
(layer0,neuron1)-(layer1,neuron9): 0.856626906096
(layer0,neuron1)-(layer1,neuron10): -1.43907521489
(layer0,neuron1)-(layer1,neuron11): -0.0448397083447
(layer0,neuron1)-(layer1,neuron12): 1.53046403276
(layer0,neuron1)-(layer1,neuron13): -1.26953086281
(layer0,neuron2)-(layer1,neuron0): -1.76110689236
(layer0,neuron2)-(layer1,neuron1): 0.781427052742
(layer0,neuron2)-(layer1,neuron2): 0.325678087754
(layer0,neuron2)-(layer1,neuron3): 1.70054056553
(layer0,neuron2)-(layer1,neuron4): 0.475408418381
(layer0,neuron2)-(layer1,neuron5): 0.1767542553
(layer0,neuron2)-(layer1,neuron6): -0.702353351075
(layer0,neuron2)-(layer1,neuron7): 4.0845186455
(layer0,neuron2)-(layer1,neuron8): -1.46093204324
(layer0,neuron2)-(layer1,neuron9): 5.33822792076
(layer0,neuron2)-(layer1,neuron10): -1.94755320433
(layer0,neuron2)-(layer1,neuron11): 1.29727601841
(layer0,neuron2)-(layer1,neuron12): 0.286119251103
(layer0,neuron2)-(layer1,neuron13): -0.174601242496
(layer0,neuron3)-(layer1,neuron0): 1.97416045897
(layer0,neuron3)-(layer1,neuron1): 0.778170336561
(layer0,neuron3)-(layer1,neuron2): -1.88407870619
(layer0,neuron3)-(layer1,neuron3): -1.41135469232
(layer0,neuron3)-(layer1,neuron4): 1.02710576091
(layer0,neuron3)-(layer1,neuron5): 0.0415447370994
(layer0,neuron3)-(layer1,neuron6): 3.08525008065
(layer0,neuron3)-(layer1,neuron7): 0.387848475653
(layer0,neuron3)-(layer1,neuron8): 1.6528315499
(layer0,neuron3)-(layer1,neuron9): 1.03478589476
(layer0,neuron3)-(layer1,neuron10): -1.00662246712
(layer0,neuron3)-(layer1,neuron11): 1.80447290115
(layer0,neuron3)-(layer1,neuron12): -1.55315083547
(layer0,neuron3)-(layer1,neuron13): -0.22558198572
(layer0,neuron4)-(layer1,neuron0): -1.12547238425
(layer0,neuron4)-(layer1,neuron1): -1.91669012098
(layer0,neuron4)-(layer1,neuron2): 0.998849286983
(layer0,neuron4)-(layer1,neuron3): 0.991817292976
(layer0,neuron4)-(layer1,neuron4): -0.915592239987
(layer0,neuron4)-(layer1,neuron5): 0.381128360336
(layer0,neuron4)-(layer1,neuron6): -0.123584108253
(layer0,neuron4)-(layer1,neuron7): 1.49166593365
(layer0,neuron4)-(layer1,neuron8): 1.95853066569
(layer0,neuron4)-(layer1,neuron9): 0.325897081312
(layer0,neuron4)-(layer1,neuron10): 0.447788648042
(layer0,neuron4)-(layer1,neuron11): -0.811744453156
(layer0,neuron4)-(layer1,neuron12): 1.19874383617
(layer0,neuron4)-(layer1,neuron13): -0.787278496316
(layer0,neuron5)-(layer1,neuron0): -0.52694783387
(layer0,neuron5)-(layer1,neuron1): -1.31397450802
(layer0,neuron5)-(layer1,neuron2): 1.05339809233
(layer0,neuron5)-(layer1,neuron3): 1.45716515177
(layer0,neuron5)-(layer1,neuron4): 1.58137872928
(layer0,neuron5)-(layer1,neuron5): -0.164367684434
(layer0,neuron5)-(layer1,neuron6): -2.10266852845
(layer0,neuron5)-(layer1,neuron7): -3.15501589658
(layer0,neuron5)-(layer1,neuron8): 1.12011583153
(layer0,neuron5)-(layer1,neuron9): 0.204394052733
(layer0,neuron5)-(layer1,neuron10): 2.17221380299
(layer0,neuron5)-(layer1,neuron11): 0.967748489186
(layer0,neuron5)-(layer1,neuron12): 1.58965363372
(layer0,neuron5)-(layer1,neuron13): -0.731550288412
(layer0,neuron6)-(layer1,neuron0): -0.712441625637
(layer0,neuron6)-(layer1,neuron1): 0.0746342808835
(layer0,neuron6)-(layer1,neuron2): 0.834603253355
(layer0,neuron6)-(layer1,neuron3): -0.851450125453
(layer0,neuron6)-(layer1,neuron4): -0.34080650842
(layer0,neuron6)-(layer1,neuron5): -1.40726448049
(layer0,neuron6)-(layer1,neuron6): -1.83958680215
(layer0,neuron6)-(layer1,neuron7): 2.68698150552
(layer0,neuron6)-(layer1,neuron8): 1.73768694462
(layer0,neuron6)-(layer1,neuron9): 0.398471950612
(layer0,neuron6)-(layer1,neuron10): -0.981420788241
(layer0,neuron6)-(layer1,neuron11): 1.8859785797
(layer0,neuron6)-(layer1,neuron12): -0.715337878555
(layer0,neuron6)-(layer1,neuron13): -2.20049771801
(layer0,neuron7)-(layer1,neuron0): -1.27853686857
(layer0,neuron7)-(layer1,neuron1): 0.915535329823
(layer0,neuron7)-(layer1,neuron2): -2.48634276675
(layer0,neuron7)-(layer1,neuron3): -1.49601561737
(layer0,neuron7)-(layer1,neuron4): 3.18864535029
(layer0,neuron7)-(layer1,neuron5): 1.9312046141
(layer0,neuron7)-(layer1,neuron6): -4.2416181351
(layer0,neuron7)-(layer1,neuron7): 8.06791276628
(layer0,neuron7)-(layer1,neuron8): -0.821064570449
(layer0,neuron7)-(layer1,neuron9): 3.02357765991
(layer0,neuron7)-(layer1,neuron10): -0.98196248632
(layer0,neuron7)-(layer1,neuron11): 0.249428332356
(layer0,neuron7)-(layer1,neuron12): -2.00007473614
(layer0,neuron7)-(layer1,neuron13): -0.839846952115
(layer0,neuron8)-(layer1,neuron0): 0.0367365289149
(layer0,neuron8)-(layer1,neuron1): 0.176056391746
(layer0,neuron8)-(layer1,neuron2): -1.93236182189
(layer0,neuron8)-(layer1,neuron3): 1.432818448
(layer0,neuron8)-(layer1,neuron4): 0.0937352166893
(layer0,neuron8)-(layer1,neuron5): -1.56315521197
(layer0,neuron8)-(layer1,neuron6): 2.60638436912
(layer0,neuron8)-(layer1,neuron7): -2.35698144209
(layer0,neuron8)-(layer1,neuron8): -1.65774945472
(layer0,neuron8)-(layer1,neuron9): 0.777233004303
(layer0,neuron8)-(layer1,neuron10): 0.489915408065
(layer0,neuron8)-(layer1,neuron11): 1.74246541995
(layer0,neuron8)-(layer1,neuron12): -0.497473613312
(layer0,neuron8)-(layer1,neuron13): 0.772628020464
(layer0,neuron9)-(layer1,neuron0): -0.387363708813
(layer0,neuron9)-(layer1,neuron1): 0.121238989428
(layer0,neuron9)-(layer1,neuron2): -2.92745361294
(layer0,neuron9)-(layer1,neuron3): 1.31408762952
(layer0,neuron9)-(layer1,neuron4): 0.987413250237
(layer0,neuron9)-(layer1,neuron5): -1.83553461253
(layer0,neuron9)-(layer1,neuron6): 0.28163467553
(layer0,neuron9)-(layer1,neuron7): 0.0446168633519
(layer0,neuron9)-(layer1,neuron8): -0.0254777889058
(layer0,neuron9)-(layer1,neuron9): 0.601216655571
(layer0,neuron9)-(layer1,neuron10): 1.25349250547
(layer0,neuron9)-(layer1,neuron11): -1.22929925296
(layer0,neuron9)-(layer1,neuron12): -0.0909120896812
(layer0,neuron9)-(layer1,neuron13): 1.55771267033
(layer0,neuron10)-(layer1,neuron0): 1.58084444575
(layer0,neuron10)-(layer1,neuron1): -0.39951305557
(layer0,neuron10)-(layer1,neuron2): -2.65558236466
(layer0,neuron10)-(layer1,neuron3): 0.138115517828
(layer0,neuron10)-(layer1,neuron4): -1.87106682717
(layer0,neuron10)-(layer1,neuron5): 1.37240706558
(layer0,neuron10)-(layer1,neuron6): -1.54569076765
(layer0,neuron10)-(layer1,neuron7): 0.130003234386
(layer0,neuron10)-(layer1,neuron8): -0.521373468877
(layer0,neuron10)-(layer1,neuron9): -0.713216430268
(layer0,neuron10)-(layer1,neuron10): -1.71215472056
(layer0,neuron10)-(layer1,neuron11): 1.02774258277
(layer0,neuron10)-(layer1,neuron12): 1.23968848067
(layer0,neuron10)-(layer1,neuron13): -0.634952408713
(layer0,neuron11)-(layer1,neuron0): -0.48923413204
(layer0,neuron11)-(layer1,neuron1): 0.594505335733
(layer0,neuron11)-(layer1,neuron2): 1.60015904623
(layer0,neuron11)-(layer1,neuron3): 0.834380774252
(layer0,neuron11)-(layer1,neuron4): 1.86129122827
(layer0,neuron11)-(layer1,neuron5): -1.25538505261
(layer0,neuron11)-(layer1,neuron6): 2.93628227294
(layer0,neuron11)-(layer1,neuron7): 0.210402135891
(layer0,neuron11)-(layer1,neuron8): 0.554306513162
(layer0,neuron11)-(layer1,neuron9): 0.788949024301
(layer0,neuron11)-(layer1,neuron10): 1.87623727908
(layer0,neuron11)-(layer1,neuron11): -0.44657344814
(layer0,neuron11)-(layer1,neuron12): -0.757455959648
(layer0,neuron11)-(layer1,neuron13): 1.13016734028
(layer0,neuron12)-(layer1,neuron0): -0.816488019023
(layer0,neuron12)-(layer1,neuron1): -0.248524499154
(layer0,neuron12)-(layer1,neuron2): 2.55262443684
(layer0,neuron12)-(layer1,neuron3): 1.19950022991
(layer0,neuron12)-(layer1,neuron4): -0.546876163323
(layer0,neuron12)-(layer1,neuron5): 2.05800246266
(layer0,neuron12)-(layer1,neuron6): 3.5622701469
(layer0,neuron12)-(layer1,neuron7): -1.44269138575
(layer0,neuron12)-(layer1,neuron8): 0.612913825177
(layer0,neuron12)-(layer1,neuron9): 0.0590235961118
(layer0,neuron12)-(layer1,neuron10): 0.816411441375
(layer0,neuron12)-(layer1,neuron11): -1.73579628484
(layer0,neuron12)-(layer1,neuron12): -2.2066735554
(layer0,neuron12)-(layer1,neuron13): 1.21235102357
(layer0,neuron13)-(layer1,neuron0): 1.66423010561
(layer0,neuron13)-(layer1,neuron1): -0.502901424721
(layer0,neuron13)-(layer1,neuron2): -0.307815183389
(layer0,neuron13)-(layer1,neuron3): -1.09174734497
(layer0,neuron13)-(layer1,neuron4): 2.91752570836
(layer0,neuron13)-(layer1,neuron5): 1.82777998011
(layer0,neuron13)-(layer1,neuron6): -5.27726238167
(layer0,neuron13)-(layer1,neuron7): 11.1569176853
(layer0,neuron13)-(layer1,neuron8): -1.12337335944
(layer0,neuron13)-(layer1,neuron9): 6.56597017962
(layer0,neuron13)-(layer1,neuron10): -0.555536259413
(layer0,neuron13)-(layer1,neuron11): -0.18178233723
(layer0,neuron13)-(layer1,neuron12): -0.745105131116
(layer0,neuron13)-(layer1,neuron13): -2.88800985775
(layer1,neuron0)-(layer2,neuron0): -1.32351875735
(layer1,neuron0)-(layer2,neuron1): -0.38941506698
(layer1,neuron0)-(layer2,neuron2): -0.0279052866802
(layer1,neuron0)-(layer2,neuron3): -1.76328470918
(layer1,neuron0)-(layer2,neuron4): -0.698948930071
(layer1,neuron0)-(layer2,neuron5): -0.925904534397
(layer1,neuron0)-(layer2,neuron6): -0.0864309675176
(layer1,neuron0)-(layer2,neuron7): -2.15320933324
(layer1,neuron0)-(layer2,neuron8): 0.277980533325
(layer1,neuron0)-(layer2,neuron9): -0.170638872436
(layer1,neuron0)-(layer2,neuron10): -1.36470676518
(layer1,neuron0)-(layer2,neuron11): -0.184921065769
(layer1,neuron0)-(layer2,neuron12): -0.199009571001
(layer1,neuron1)-(layer2,neuron0): 1.98166083992
(layer1,neuron1)-(layer2,neuron1): 0.184030897769
(layer1,neuron1)-(layer2,neuron2): -0.222540905609
(layer1,neuron1)-(layer2,neuron3): -2.07598382532
(layer1,neuron1)-(layer2,neuron4): -0.936083855539
(layer1,neuron1)-(layer2,neuron5): 1.64290854938
(layer1,neuron1)-(layer2,neuron6): 1.26054528852
(layer1,neuron1)-(layer2,neuron7): 0.667695816219
(layer1,neuron1)-(layer2,neuron8): 0.0926563717347
(layer1,neuron1)-(layer2,neuron9): 1.8960587699
(layer1,neuron1)-(layer2,neuron10): -1.74254390863
(layer1,neuron1)-(layer2,neuron11): -1.31072893482
(layer1,neuron1)-(layer2,neuron12): -0.266260570635
(layer1,neuron2)-(layer2,neuron0): -3.55814789307
(layer1,neuron2)-(layer2,neuron1): 1.92183357858
(layer1,neuron2)-(layer2,neuron2): 1.69921975741
(layer1,neuron2)-(layer2,neuron3): -1.76571507187
(layer1,neuron2)-(layer2,neuron4): 0.7776877703
(layer1,neuron2)-(layer2,neuron5): -0.19418590415
(layer1,neuron2)-(layer2,neuron6): -1.36446248663
(layer1,neuron2)-(layer2,neuron7): -1.13537570725
(layer1,neuron2)-(layer2,neuron8): 0.921077109591
(layer1,neuron2)-(layer2,neuron9): -0.136698395295
(layer1,neuron2)-(layer2,neuron10): 0.287390972658
(layer1,neuron2)-(layer2,neuron11): -1.20876860587
(layer1,neuron2)-(layer2,neuron12): 1.70218259709
(layer1,neuron3)-(layer2,neuron0): -1.5290346664
(layer1,neuron3)-(layer2,neuron1): 0.613479744717
(layer1,neuron3)-(layer2,neuron2): 0.0553538140858
(layer1,neuron3)-(layer2,neuron3): -1.59527092668
(layer1,neuron3)-(layer2,neuron4): -1.31183981921
(layer1,neuron3)-(layer2,neuron5): -1.90605545144
(layer1,neuron3)-(layer2,neuron6): -0.299927081421
(layer1,neuron3)-(layer2,neuron7): -1.8927638026
(layer1,neuron3)-(layer2,neuron8): -1.67427493047
(layer1,neuron3)-(layer2,neuron9): -1.77961515927
(layer1,neuron3)-(layer2,neuron10): 0.162600020669
(layer1,neuron3)-(layer2,neuron11): -0.993968836228
(layer1,neuron3)-(layer2,neuron12): -1.60767095337
(layer1,neuron4)-(layer2,neuron0): 3.29758571149
(layer1,neuron4)-(layer2,neuron1): -0.773000612168
(layer1,neuron4)-(layer2,neuron2): -0.229163703878
(layer1,neuron4)-(layer2,neuron3): -1.76719068928
(layer1,neuron4)-(layer2,neuron4): 0.186965580076
(layer1,neuron4)-(layer2,neuron5): 1.05579684769
(layer1,neuron4)-(layer2,neuron6): 1.01363837678
(layer1,neuron4)-(layer2,neuron7): -1.21137527494
(layer1,neuron4)-(layer2,neuron8): -1.94339655173
(layer1,neuron4)-(layer2,neuron9): -1.68749477126
(layer1,neuron4)-(layer2,neuron10): -1.90491117722
(layer1,neuron4)-(layer2,neuron11): -1.85412467946
(layer1,neuron4)-(layer2,neuron12): -0.294248175205
(layer1,neuron5)-(layer2,neuron0): 0.984906698099
(layer1,neuron5)-(layer2,neuron1): 0.540262051855
(layer1,neuron5)-(layer2,neuron2): -0.843360743489
(layer1,neuron5)-(layer2,neuron3): -0.446684637277
(layer1,neuron5)-(layer2,neuron4): -0.546160422646
(layer1,neuron5)-(layer2,neuron5): -2.93870466692
(layer1,neuron5)-(layer2,neuron6): 1.18973613529
(layer1,neuron5)-(layer2,neuron7): 1.03521613624
(layer1,neuron5)-(layer2,neuron8): -1.90557880808
(layer1,neuron5)-(layer2,neuron9): -1.72135943576
(layer1,neuron5)-(layer2,neuron10): 0.308302125854
(layer1,neuron5)-(layer2,neuron11): 1.37094250262
(layer1,neuron5)-(layer2,neuron12): -1.05157402362
(layer1,neuron6)-(layer2,neuron0): -3.64165186251
(layer1,neuron6)-(layer2,neuron1): 0.247545814184
(layer1,neuron6)-(layer2,neuron2): 1.11437566633
(layer1,neuron6)-(layer2,neuron3): 1.80750102648
(layer1,neuron6)-(layer2,neuron4): 1.0276444217
(layer1,neuron6)-(layer2,neuron5): -1.35193694465
(layer1,neuron6)-(layer2,neuron6): 0.199317148164
(layer1,neuron6)-(layer2,neuron7): -0.379302226806
(layer1,neuron6)-(layer2,neuron8): -1.89806948538
(layer1,neuron6)-(layer2,neuron9): -1.402230046
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