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Sample output.txt
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Sample output.txt
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C:\path>python ANN.py "datasetpath\IrisOutput.csv" 50 200 3 20 20 20
Layer 0 (Input Layer):
--------------------------------------
Bias term weights:
W 0 0 1 : -8.077830101e-06
W 0 0 2 : -0.0099976707841
W 0 0 3 : -0.00999436522414
W 0 0 4 : 0.040008244283
W 0 0 5 : -8.97904658617e-06
W 0 0 6 : -0.0400072275623
W 0 0 7 : 0.0400029822786
W 0 0 8 : -0.0200010987393
W 0 0 9 : -0.0400006144203
W 0 0 10 : -0.039998668891
W 0 0 11 : 0.02999962409
W 0 0 12 : -0.0500096655918
W 0 0 13 : -0.0500117625254
W 0 0 14 : -0.0100008708804
W 0 0 15 : 0.0300015288968
W 0 0 16 : 0.0200024421449
W 0 0 17 : 0.0300052234271
W 0 0 18 : 0.00999701068576
W 0 0 19 : -3.70339742594e-06
W 0 0 20 : 0.0400088176666
Neuron 1 weights:
W 0 1 1 : 0.0500139035276
W 0 1 2 : -0.0199521768284
W 0 1 3 : -0.0299982622887
W 0 1 4 : 0.0200003253793
W 0 1 5 : -0.0199659702266
W 0 1 6 : 0.00999421021216
W 0 1 7 : 0.0199549095758
W 0 1 8 : 0.0399559969913
W 0 1 9 : 0.030031207469
W 0 1 10 : 0.00996611990186
W 0 1 11 : 0.0100130883326
W 0 1 12 : 0.0300180544569
W 0 1 13 : 0.0500069982924
W 0 1 14 : 4.93054014324e-06
W 0 1 15 : -0.0399931871423
W 0 1 16 : 0.0199970823125
W 0 1 17 : -1.39105520423e-05
W 0 1 18 : 0.0200047741546
W 0 1 19 : -0.0100063873501
W 0 1 20 : -0.0200588324172
Neuron 2 weights:
W 0 2 1 : 0.00999656311454
W 0 2 2 : -0.0300283625856
W 0 2 3 : 0.0399975225734
W 0 2 4 : -0.0100020281878
W 0 2 5 : 0.00998877988703
W 0 2 6 : 0.0400058267675
W 0 2 7 : -0.0299803256532
W 0 2 8 : -0.0199771680049
W 0 2 9 : -0.0300175854769
W 0 2 10 : -0.0199849408395
W 0 2 11 : -0.0100025123544
W 0 2 12 : -0.0100041079065
W 0 2 13 : 5.07123593859e-06
W 0 2 14 : 0.0499999403787
W 0 2 15 : 0.0199971771538
W 0 2 16 : -0.00999755052237
W 0 2 17 : -0.0399957028781
W 0 2 18 : 0.0499996123242
W 0 2 19 : -0.0199958036983
W 0 2 20 : -0.0399752373949
Neuron 3 weights:
W 0 3 1 : 0.0400141723226
W 0 3 2 : -0.00995166217955
W 0 3 3 : -0.0100003079631
W 0 3 4 : 0.0399969507012
W 0 3 5 : -0.0199691098952
W 0 3 6 : 0.00999583322035
W 0 3 7 : 0.0399591782506
W 0 3 8 : -4.15049233632e-05
W 0 3 9 : 3.19157617752e-05
W 0 3 10 : -0.0200304365139
W 0 3 11 : 0.0300076792132
W 0 3 12 : 1.74909556757e-05
W 0 3 13 : 4.1953847368e-06
W 0 3 14 : -0.0299977188477
W 0 3 15 : -0.0499954383017
W 0 3 16 : -0.0400056204873
W 0 3 17 : -0.0200134236396
W 0 3 18 : 0.0300040166796
W 0 3 19 : -0.0500047793337
W 0 3 20 : 0.0199445249751
Neuron 4 weights:
W 0 4 1 : 1.32255580149e-05
W 0 4 2 : -0.0199569289056
W 0 4 3 : 0.0399993044493
W 0 4 4 : 0.0299966471681
W 0 4 5 : -0.0299718429817
W 0 4 6 : -0.050003193002
W 0 4 7 : -3.65949308835e-05
W 0 4 8 : 0.0299630326004
W 0 4 9 : 2.85930184567e-05
W 0 4 10 : -2.7217008917e-05
W 0 4 11 : 0.0500067746395
W 0 4 12 : 0.0200162812271
W 0 4 13 : -0.0399955097208
W 0 4 14 : 0.0500020444684
W 0 4 15 : 3.93188898072e-06
W 0 4 16 : -0.0400052432838
W 0 4 17 : 0.0299876634204
W 0 4 18 : -0.0399962181862
W 0 4 19 : -0.0100039802581
W 0 4 20 : 0.00994989286724
Layer 1 ( 1 st hidden layer):
--------------------------------------
Bias term weights:
W 1 0 1 : 0.0497885415699
W 1 0 2 : -0.00992172567461
W 1 0 3 : 0.0199518127445
W 1 0 4 : -0.01976465755
W 1 0 5 : -0.0201757671541
W 1 0 6 : 0.019808846647
W 1 0 7 : -0.0397685232192
W 1 0 8 : -0.0398931952516
W 1 0 9 : 0.0198590825556
W 1 0 10 : -0.000227267743076
W 1 0 11 : 2.1344933854e-06
W 1 0 12 : -0.0100816985778
W 1 0 13 : 0.0498794470256
W 1 0 14 : 0.0199568996601
W 1 0 15 : -0.0201742492038
W 1 0 16 : -0.00980647528097
W 1 0 17 : -0.00995862103711
W 1 0 18 : 0.0402978958408
W 1 0 19 : -0.000358090395143
W 1 0 20 : -0.0501655179882
Neuron 1 weights:
W 1 1 1 : 0.0298894410035
W 1 1 2 : 1.81095885831e-05
W 1 1 3 : 0.00997786918036
W 1 1 4 : 0.0200840424081
W 1 1 5 : 0.0499374822123
W 1 1 6 : 0.0398911632141
W 1 1 7 : -0.039930452156
W 1 1 8 : 0.0200289011006
W 1 1 9 : -0.0200899086519
W 1 1 10 : -0.0201060801683
W 1 1 11 : 0.0499836264182
W 1 1 12 : 0.00994416924137
W 1 1 13 : 0.00993785209721
W 1 1 14 : 0.0399709804582
W 1 1 15 : -0.0400756703959
W 1 1 16 : 0.0100537310462
W 1 1 17 : 0.0100127647296
W 1 1 18 : -0.0398953484307
W 1 1 19 : 0.0298428303672
W 1 1 20 : -0.0200648998406
Neuron 2 weights:
W 1 2 1 : -0.0101043191685
W 1 2 2 : -0.019952776023
W 1 2 3 : 0.0499752687573
W 1 2 4 : -0.00986921200757
W 1 2 5 : -0.0100974181022
W 1 2 6 : -0.0400910363883
W 1 2 7 : -0.0198665721544
W 1 2 8 : -0.0199371705284
W 1 2 9 : -0.0400635275489
W 1 2 10 : 0.0198832004086
W 1 2 11 : -0.049992352142
W 1 2 12 : -0.0300353917167
W 1 2 13 : -0.0300597211363
W 1 2 14 : 0.0499812781081
W 1 2 15 : -9.15737121488e-05
W 1 2 16 : -0.00988680974
W 1 2 17 : 0.0400239004561
W 1 2 18 : 0.0101661220202
W 1 2 19 : -0.0201877793217
W 1 2 20 : 0.0199104705223
Neuron 3 weights:
W 1 3 1 : -0.0401022720832
W 1 3 2 : -0.0199549393398
W 1 3 3 : 0.00997578432973
W 1 3 4 : 0.0301261305627
W 1 3 5 : 0.0299058341914
W 1 3 6 : 0.0399103285311
W 1 3 7 : 0.00012815014964
W 1 3 8 : 6.01565130175e-05
W 1 3 9 : -0.0100630675318
W 1 3 10 : -0.0301139012487
W 1 3 11 : -0.00999345234976
W 1 3 12 : 0.0299646170351
W 1 3 13 : -0.0400585580484
W 1 3 14 : -0.0400187700228
W 1 3 15 : -0.0200890821649
W 1 3 16 : 0.0101085208549
W 1 3 17 : -0.0299771402163
W 1 3 18 : -0.0498398313016
W 1 3 19 : -0.0401826107726
W 1 3 20 : -0.0400867914173
Neuron 4 weights:
W 1 4 1 : -0.0401138414476
W 1 4 2 : -0.0299819173711
W 1 4 3 : -0.0200217756052
W 1 4 4 : 0.0200854280535
W 1 4 5 : -0.0500618236944
W 1 4 6 : -0.0501127210192
W 1 4 7 : 0.0200694307302
W 1 4 8 : 0.030028972967
W 1 4 9 : 0.0399063913066
W 1 4 10 : 0.02989169995
W 1 4 11 : -0.0100173238888
W 1 4 12 : -0.0200579832024
W 1 4 13 : -0.0300635673658
W 1 4 14 : -0.0400295933264
W 1 4 15 : -0.0300765149239
W 1 4 16 : -0.0399467426641
W 1 4 17 : 1.36017613485e-05
W 1 4 18 : -0.0398940948138
W 1 4 19 : -0.0201600435896
W 1 4 20 : -0.0500648898154
Neuron 5 weights:
W 1 5 1 : 0.0498989917232
W 1 5 2 : 0.0100563054905
W 1 5 3 : 0.0299737884952
W 1 5 4 : -0.029855144346
W 1 5 5 : -0.0301095903839
W 1 5 6 : 0.0199163669343
W 1 5 7 : -0.0398461163057
W 1 5 8 : -0.0199265623409
W 1 5 9 : -0.0200534162109
W 1 5 10 : -0.0401195548846
W 1 5 11 : 1.55413692455e-05
W 1 5 12 : 0.0099719673745
W 1 5 13 : -0.0300585982457
W 1 5 14 : 0.0299844756845
W 1 5 15 : -9.67424311316e-05
W 1 5 16 : 0.0401324073427
W 1 5 17 : 0.0200266469566
W 1 5 18 : -0.0498149257254
W 1 5 19 : 0.0398032999926
W 1 5 20 : -9.79824731702e-05
Neuron 6 weights:
W 1 6 1 : 0.0199004982043
W 1 6 2 : 0.0100483797632
W 1 6 3 : 0.0399745965701
W 1 6 4 : -0.00986933568218
W 1 6 5 : -0.0100998681839
W 1 6 6 : -8.49016435155e-05
W 1 6 7 : 0.0401361187304
W 1 6 8 : -0.00993595589426
W 1 6 9 : -0.0100573012743
W 1 6 10 : 0.039885837015
W 1 6 11 : 0.0200098939822
W 1 6 12 : 0.0199684093158
W 1 6 13 : -0.0400576803299
W 1 6 14 : 0.0499824375961
W 1 6 15 : 0.019908913341
W 1 6 16 : 0.000116204218559
W 1 6 17 : -0.0299768900018
W 1 6 18 : 0.000166777159762
W 1 6 19 : 0.0398149712253
W 1 6 20 : 0.0299094029068
Neuron 7 weights:
W 1 7 1 : -0.0101135642026
W 1 7 2 : 0.0200221353114
W 1 7 3 : -2.23746718297e-05
W 1 7 4 : 0.0100922386322
W 1 7 5 : -0.0100671511474
W 1 7 6 : 0.0298891983456
W 1 7 7 : 0.0400786041669
W 1 7 8 : 0.0200337520343
W 1 7 9 : -9.03982951511e-05
W 1 7 10 : -0.0401103930768
W 1 7 11 : 0.0199858642065
W 1 7 12 : 0.00994453141828
W 1 7 13 : -0.0200636155385
W 1 7 14 : 0.0399715940311
W 1 7 15 : 0.039920787109
W 1 7 16 : 0.0100617473497
W 1 7 17 : 0.0400150852491
W 1 7 18 : -0.0298851101814
W 1 7 19 : -0.0201651667345
W 1 7 20 : 0.0299312263952
Neuron 8 weights:
W 1 8 1 : 0.0298900408559
W 1 8 2 : 0.0200200066917
W 1 8 3 : -0.0200219310141
W 1 8 4 : 0.0300869431072
W 1 8 5 : -0.0400640755137
W 1 8 6 : -0.000107628333585
W 1 8 7 : 0.0100733355985
W 1 8 8 : -0.00996894505902
W 1 8 9 : 0.029911764483
W 1 8 10 : 0.039893607365
W 1 8 11 : -0.0100147645254
W 1 8 12 : 0.0199455558947
W 1 8 13 : -6.17385026879e-05
W 1 8 14 : -2.81288259304e-05
W 1 8 15 : -0.0100762330034
W 1 8 16 : -0.0099427407399
W 1 8 17 : 0.0300137200977
W 1 8 18 : 0.0301083372072
W 1 8 19 : 0.00984144176369
W 1 8 20 : 0.039934076082
Neuron 9 weights:
W 1 9 1 : 0.039892616326
W 1 9 2 : 0.0300273114716
W 1 9 3 : 0.00997738084565
W 1 9 4 : 9.82197939145e-05
W 1 9 5 : 0.0199271054427
W 1 9 6 : -0.0401020037742
W 1 9 7 : 0.0200893102053
W 1 9 8 : 0.0100395262686
W 1 9 9 : -0.0300805328328
W 1 9 10 : -0.0401083473232
W 1 9 11 : 0.00999154646277
W 1 9 12 : -0.0100486717246
W 1 9 13 : -0.0200606614779
W 1 9 14 : 0.0099746636476
W 1 9 15 : 0.0399201209
W 1 9 16 : -0.0499277627815
W 1 9 17 : 0.0500163053114
W 1 9 18 : -0.0398766891131
W 1 9 19 : -0.000165262365057
W 1 9 20 : -0.0300719909746
Neuron 10 weights:
W 1 10 1 : 0.0198957426366
W 1 10 2 : 3.82329531983e-05
W 1 10 3 : 0.00997621358787
W 1 10 4 : 0.000115429664108
W 1 10 5 : 0.0299136495721
W 1 10 6 : 0.0399056498354
W 1 10 7 : 0.040113390661
W 1 10 8 : -0.0499477567277
W 1 10 9 : -0.0100696828843
W 1 10 10 : -0.000111902859247
W 1 10 11 : 0.0300007817398
W 1 10 12 : -0.0200404734301
W 1 10 13 : -0.0400594570605
W 1 10 14 : -2.13892300574e-05
W 1 10 15 : 0.0499142460482
W 1 10 16 : 0.0100947428925
W 1 10 17 : 0.0300202038542
W 1 10 18 : 0.0401461205907
W 1 10 19 : -0.0101761671127
W 1 10 20 : -0.0100813843471
Neuron 11 weights:
W 1 11 1 : 0.00988684066854
W 1 11 2 : -0.00998140744904
W 1 11 3 : -2.15179738485e-05
W 1 11 4 : -0.0399140591179
W 1 11 5 : -0.0500618393865
W 1 11 6 : -0.0301119018802
W 1 11 7 : 0.0100702058005
W 1 11 8 : 0.0200295027742
W 1 11 9 : 0.0399072509992
W 1 11 10 : -0.020107858299
W 1 11 11 : -0.0400167536487
W 1 11 12 : 0.0299426814649
W 1 11 13 : -0.0300631195978
W 1 11 14 : -0.0300291395919
W 1 11 15 : -0.0100762453538
W 1 11 16 : 5.40228685768e-05
W 1 11 17 : -0.0199860868332
W 1 11 18 : -0.0498934774388
W 1 11 19 : -0.000159663245465
W 1 11 20 : -0.0300647721098
Neuron 12 weights:
W 1 12 1 : -0.0101065908558
W 1 12 2 : 0.0400251710576
W 1 12 3 : -0.0400222179255
W 1 12 4 : -0.00990581518088
W 1 12 5 : 0.0399300929526
W 1 12 6 : 0.0398980049844
W 1 12 7 : 0.0200843014706
W 1 12 8 : -0.00996305077541
W 1 12 9 : 0.0399187005257
W 1 12 10 : -0.000106480214121
W 1 12 11 : -0.0500098783201
W 1 12 12 : -0.0300494220138
W 1 12 13 : -6.01493724096e-05
W 1 12 14 : 0.00997428742315
W 1 12 15 : 0.0399219954103
W 1 12 16 : 0.0200676948682
W 1 12 17 : 1.54143449335e-05
W 1 12 18 : -0.0198819279959
W 1 12 19 : 0.039838484369
W 1 12 20 : 0.029930343546
Neuron 13 weights:
W 1 13 1 : 0.0498961080122
W 1 13 2 : -0.0399662950548
W 1 13 3 : -0.0200239824952
W 1 13 4 : 0.00010764730318
W 1 13 5 : 0.019917917774
W 1 13 6 : 0.0299046694209
W 1 13 7 : 0.0401039222922
W 1 13 8 : -0.00995301739596
W 1 13 9 : 0.0299280192996
W 1 13 10 : 0.0298903734609
W 1 13 11 : -2.5601263451e-06
W 1 13 12 : 0.02995730057
W 1 13 13 : 0.0199405461952
W 1 13 14 : -2.29794198492e-05
W 1 13 15 : -0.0300834281395
W 1 13 16 : -0.0399138971033
W 1 13 17 : -0.00998220430577
W 1 13 18 : -0.00986368609655
W 1 13 19 : 0.0398292648353
W 1 13 20 : -0.0200782327272
Neuron 14 weights:
W 1 14 1 : -0.0401026354302
W 1 14 2 : -0.0199589494006
W 1 14 3 : -0.0300242903017
W 1 14 4 : 0.0501195337882
W 1 14 5 : 0.00990980093933
W 1 14 6 : 0.0399086379988
W 1 14 7 : 0.020119728258
W 1 14 8 : -0.009944484304
W 1 14 9 : 0.0299341099361
W 1 14 10 : -0.000112336474364
W 1 14 11 : 3.39305767932e-06
W 1 14 12 : -0.0100378061285
W 1 14 13 : -0.0300588415082
W 1 14 14 : 0.0499797153587
W 1 14 15 : -0.0500871756508
W 1 14 16 : -0.0398992423063
W 1 14 17 : -0.0199790777528
W 1 14 18 : -0.0498482568222
W 1 14 19 : 0.0198216191734
W 1 14 20 : -0.0400839661909
Neuron 15 weights:
W 1 15 1 : -0.0401004454361
W 1 15 2 : 0.0300638358572
W 1 15 3 : -0.0100271264535
W 1 15 4 : -0.039842540032
W 1 15 5 : -0.0401190936246
W 1 15 6 : -8.01060020922e-05
W 1 15 7 : -0.0398292680985
W 1 15 8 : 8.22923608302e-05
W 1 15 9 : -4.75325155428e-05
W 1 15 10 : -0.0101232745224
W 1 15 11 : 0.050021466777
W 1 15 12 : 0.0199766343031
W 1 15 13 : -5.85779310339e-05
W 1 15 14 : 0.009986788245
W 1 15 15 : -0.0101015170732
W 1 15 16 : -0.049852010058
W 1 15 17 : 0.0100295437374
W 1 15 18 : 0.0202016147798
W 1 15 19 : -0.000205944254659
W 1 15 20 : -0.0501048857778
Neuron 16 weights:
W 1 16 1 : 0.0298960614626
W 1 16 2 : -0.0199490217935
W 1 16 3 : -0.0200264774574
W 1 16 4 : 0.0301372247419
W 1 16 5 : -0.0401046693424
W 1 16 6 : -0.0300885681742
W 1 16 7 : -0.00985693023331
W 1 16 8 : -0.019932596687
W 1 16 9 : 0.0399403768005
W 1 16 10 : -0.040119425907
W 1 16 11 : 1.06745451125e-05
W 1 16 12 : -0.020032767358
W 1 16 13 : -0.0400602198219
W 1 16 14 : 0.0199818356558
W 1 16 15 : -0.0500953227613
W 1 16 16 : -0.0298778049142
W 1 16 17 : -0.0399756084867
W 1 16 18 : 0.0201751344917
W 1 16 19 : 0.0398062667772
W 1 16 20 : -9.48875318598e-05
Neuron 17 weights:
W 1 17 1 : -0.0101103076658
W 1 17 2 : -0.00996634524274
W 1 17 3 : -0.0100234824327
W 1 17 4 : 0.040110389461
W 1 17 5 : -8.11073516185e-05
W 1 17 6 : -0.0101028316756
W 1 17 7 : -0.00989611299302
W 1 17 8 : -0.00995284958259
W 1 17 9 : -0.020079080759
W 1 17 10 : -0.030114094268
W 1 17 11 : -0.0300044085464
W 1 17 12 : 0.0199531302282
W 1 17 13 : -0.0200623120355
W 1 17 14 : 0.00997580692788
W 1 17 15 : -0.0400852922477
W 1 17 16 : 0.0200853678995
W 1 17 17 : -0.0499807083254
W 1 17 18 : 0.030138892384
W 1 17 19 : 0.0398234266734
W 1 17 20 : 0.00992149336077
Neuron 18 weights:
W 1 18 1 : 0.0198961216751
W 1 18 2 : -0.0499588496726
W 1 18 3 : -0.0300250279786
W 1 18 4 : -0.0198796215324
W 1 18 5 : -0.0400917489054
W 1 18 6 : -0.0200923933476
W 1 18 7 : 0.0301207637589
W 1 18 8 : -0.0299442180223
W 1 18 9 : -6.66371712448e-05
W 1 18 10 : 0.0298861983098
W 1 18 11 : 0.0300031471933
W 1 18 12 : -0.0400384022147
W 1 18 13 : 0.0499402466057
W 1 18 14 : -0.0300208812843
W 1 18 15 : 0.00991149538782
W 1 18 16 : 0.0201016271877
W 1 18 17 : 0.0400206607379
W 1 18 18 : 0.000153004759695
W 1 18 19 : 0.00981942487542
W 1 18 20 : 0.039914648608
Neuron 19 weights:
W 1 19 1 : 0.0398972513301
W 1 19 2 : 0.0100532198494
W 1 19 3 : 0.0399740824846
W 1 19 4 : 0.0201403858297
W 1 19 5 : 0.0298941301858
W 1 19 6 : -0.010086747092
W 1 19 7 : 0.000147189454517
W 1 19 8 : -0.00993011320735
W 1 19 9 : -5.73578885295e-05
W 1 19 10 : 0.0398807807101
W 1 19 11 : 1.26962740745e-05
W 1 19 12 : 0.0299691162083
W 1 19 13 : 0.0199406348443
W 1 19 14 : -0.0200168487582
W 1 19 15 : 0.0299045507283
W 1 19 16 : -0.0198739361016
W 1 19 17 : -0.0199743285358
W 1 19 18 : 0.0201790566339
W 1 19 19 : -0.0201945241918
W 1 19 20 : -0.0300955280634
Neuron 20 weights:
W 1 20 1 : -0.0401111305492
W 1 20 2 : -0.0499661472689
W 1 20 3 : -0.0400231845522
W 1 20 4 : 0.0201110510106
W 1 20 5 : -0.010080734758
W 1 20 6 : 0.0498961647594
W 1 20 7 : 0.0101040904886
W 1 20 8 : 0.0400473807309
W 1 20 9 : -8.00210228047e-05
W 1 20 10 : -0.0101146094942
W 1 20 11 : -0.0300044989152
W 1 20 12 : 0.00995266535052
W 1 20 13 : -0.0200625736329
W 1 20 14 : 0.0199758345421
W 1 20 15 : -0.0100853839328
W 1 20 16 : 0.0400854482745
W 1 20 17 : 0.0400197535423
W 1 20 18 : 0.0201395151745
W 1 20 19 : -0.0301772978661
W 1 20 20 : 0.0299216573323
Layer 2 ( 2 st hidden layer):
--------------------------------------
Bias term weights:
W 2 0 1 : 0.000351360788421
W 2 0 2 : -0.00627126514682
W 2 0 3 : 0.00353848640212
W 2 0 4 : 0.0418413091611
W 2 0 5 : -0.0244137453941
W 2 0 6 : 0.0445858773478
W 2 0 7 : 0.0380182134486
W 2 0 8 : 0.010145365727
W 2 0 9 : 0.0247686138216
W 2 0 10 : -0.0244339939827
W 2 0 11 : -0.0151787932915
W 2 0 12 : -0.0144671139067
W 2 0 13 : -0.0284895491632
W 2 0 14 : 0.0325730629075
W 2 0 15 : 0.0226032443364
W 2 0 16 : 0.0126815177051
W 2 0 17 : -0.00537826090522
W 2 0 18 : -0.0343438629607
W 2 0 19 : -0.0353912213555
W 2 0 20 : 0.0260450304924
Neuron 1 weights:
W 2 1 1 : 0.000186086927783
W 2 1 2 : 0.0219557691242
W 2 1 3 : 0.0318560032879
W 2 1 4 : 0.050966939544
W 2 1 5 : -0.00707108838724
W 2 1 6 : 0.00240478412985
W 2 1 7 : 0.0342032908291
W 2 1 8 : -0.0346821676846
W 2 1 9 : 0.0325006107477
W 2 1 10 : -0.0470817069419
W 2 1 11 : 0.00252819004231
W 2 1 12 : -0.0170990742086
W 2 1 13 : -0.0292065567717
W 2 1 14 : -0.00864979406205
W 2 1 15 : 0.0213660331651
W 2 1 16 : -0.0485929205422
W 2 1 17 : 0.00242358991274
W 2 1 18 : -0.0270344426983
W 2 1 19 : -0.00758320586186
W 2 1 20 : 0.00316949466816
Neuron 2 weights:
W 2 2 1 : 0.0101726070797
W 2 2 2 : -0.0381911552944
W 2 2 3 : 0.0317165821264
W 2 2 4 : -0.0391053856209
W 2 2 5 : 0.00270856578111
W 2 2 6 : -0.007776026626
W 2 2 7 : -0.00611313284385
W 2 2 8 : 0.0349173523138
W 2 2 9 : 0.0223125929532
W 2 2 10 : -0.0073012548145
W 2 2 11 : 0.0123380971954
W 2 2 12 : 0.0326826849705
W 2 2 13 : -0.00926583186959
W 2 2 14 : 0.0412489411559
W 2 2 15 : 0.0312635783136
W 2 2 16 : -0.00869846202113
W 2 2 17 : 0.0222413647797
W 2 2 18 : -0.0272575450088
W 2 2 19 : -0.00776491873298
W 2 2 20 : 0.042931053327
Neuron 3 weights:
W 2 3 1 : -0.0497989112277
W 2 3 2 : 0.0518851040231
W 2 3 3 : 0.0217892892098
W 2 3 4 : 0.0209457001227
W 2 3 5 : -0.0271906864294
W 2 3 6 : -0.0276888618599
W 2 3 7 : 0.0240229139743
W 2 3 8 : -0.00491699590105
W 2 3 9 : 0.00240318056865
W 2 3 10 : 0.0527991016628
W 2 3 11 : 0.0224296549189
W 2 3 12 : 0.0127824354721
W 2 3 13 : -0.039220813016
W 2 3 14 : -0.0486912904403
W 2 3 15 : -0.0386760863618
W 2 3 16 : 0.0213633336956
W 2 3 17 : -0.027670798606
W 2 3 18 : -0.027155492168
W 2 3 19 : 0.0123226960072
W 2 3 20 : 0.0230404043204
Neuron 4 weights:
W 2 4 1 : 0.000163041372108
W 2 4 2 : -0.0281167864443
W 2 4 3 : 0.0517868931174
W 2 4 4 : -0.00907911200416
W 2 4 5 : 0.0128304902694
W 2 4 6 : 0.0123205936788
W 2 4 7 : 0.0240685337054
W 2 4 8 : 0.0451522616614
W 2 4 9 : -0.0375868975102
W 2 4 10 : 0.0428202479569
W 2 4 11 : 0.042439737543
W 2 4 12 : -0.017196528196
W 2 4 13 : 0.020753298727
W 2 4 14 : 0.0512946998662
W 2 4 15 : -0.0186900217983
W 2 4 16 : -0.0286503916471
W 2 4 17 : 0.0423387482482
W 2 4 18 : 0.0428658697351
W 2 4 19 : -0.0476678270761
W 2 4 20 : 0.0330627341249
Neuron 5 weights:
W 2 5 1 : -0.0398298230272
W 2 5 2 : -0.03820188807
W 2 5 3 : -0.0482936170564
W 2 5 4 : 0.000888392435949
W 2 5 5 : -0.0173065972731
W 2 5 6 : -0.0377887732381
W 2 5 7 : -0.00613432995157
W 2 5 8 : 0.02489097166
W 2 5 9 : 0.0122993350685
W 2 5 10 : 0.042683638696
W 2 5 11 : 0.00232469202821
W 2 5 12 : 0.0326676704598
W 2 5 13 : -0.019271124739
W 2 5 14 : 0.0112410588058
W 2 5 15 : -0.048744388919
W 2 5 16 : -0.0287066491622
W 2 5 17 : -0.0277714821146
W 2 5 18 : -0.0372729028439
W 2 5 19 : 0.0222222704883
W 2 5 20 : 0.0229146071471
Neuron 6 weights:
W 2 6 1 : 0.0301782710478
W 2 6 2 : 0.00192408341623
W 2 6 3 : 0.0218258618189
W 2 6 4 : 0.0309482334874
W 2 6 5 : 0.0428845119785
W 2 6 6 : 0.00236732337323
W 2 6 7 : -0.0458584981035
W 2 6 8 : 0.00524112671154
W 2 6 9 : -0.0275383347922
W 2 6 10 : -0.0471259396037
W 2 6 11 : -0.0375111796396
W 2 6 12 : -0.00714304113536
W 2 6 13 : 0.050777401959
W 2 6 14 : -0.00867327945246
W 2 6 15 : -0.0286576980667
W 2 6 16 : -0.0186172873396
W 2 6 17 : -0.0176141622141
W 2 6 18 : 0.0329205912093
W 2 6 19 : 0.0523791427761
W 2 6 20 : 0.00312136600235
Neuron 7 weights:
W 2 7 1 : 0.0201528034407
W 2 7 2 : 0.0418679538372
W 2 7 3 : 0.0417722701536
W 2 7 4 : 0.0109078089074
W 2 7 5 : -0.0171867961603
W 2 7 6 : -0.0176954390066
W 2 7 7 : 0.0240472623157
W 2 7 8 : 0.0451280272421
W 2 7 9 : -0.00760354645963
W 2 7 10 : -0.0371969647885
W 2 7 11 : 0.0524229179863
W 2 7 12 : 0.0327863643785
W 2 7 13 : 0.0307412803463
W 2 7 14 : -0.0187187825691
W 2 7 15 : 0.0012963932237
W 2 7 16 : 0.0413357616162
W 2 7 17 : -0.00767740542291
W 2 7 18 : 0.0428483493688
W 2 7 19 : -0.0276839463688
W 2 7 20 : 0.0430438973124
Neuron 8 weights:
W 2 8 1 : 0.0101426703032
W 2 8 2 : 0.0417738509507
W 2 8 3 : -0.038317042018
W 2 8 4 : -0.00913948702933
W 2 8 5 : -0.00732695619568
W 2 8 6 : 0.0321892333401
W 2 8 7 : 0.0438465854246
W 2 8 8 : 0.00487450501598
W 2 8 9 : 0.0422765253332
W 2 8 10 : 0.0526633845448
W 2 8 11 : 0.0423016652781
W 2 8 12 : -0.0473524527619
W 2 8 13 : 0.0207023170436
W 2 8 14 : -0.00878414405303
W 2 8 15 : 0.0212302716053
W 2 8 16 : -0.0487323311972
W 2 8 17 : -0.0477936358854
W 2 8 18 : -0.0072935693419
W 2 8 19 : 0.0222001497259
W 2 8 20 : 0.0328921864435
Neuron 9 weights:
W 2 9 1 : 0.0301597055684
W 2 9 2 : 0.00190546261571
W 2 9 3 : 0.0118079251859
W 2 9 4 : 0.0109284338492
W 2 9 5 : -0.00713272431401
W 2 9 6 : -0.0176503463473
W 2 9 7 : -0.0258764807497
W 2 9 8 : 0.025223495338
W 2 9 9 : -0.0175566699384
W 2 9 10 : -0.00714309286766
W 2 9 11 : 0.00247030526001
W 2 9 12 : -0.007160085029
W 2 9 13 : 0.0407587060416
W 2 9 14 : 0.0513082309704
W 2 9 15 : -0.00867629882536
W 2 9 16 : 0.0213638312848
W 2 9 17 : -0.0376319626102
W 2 9 18 : 0.012903103555
W 2 9 19 : -0.00763862657893
W 2 9 20 : 0.003102451327
Neuron 10 weights:
W 2 10 1 : 0.0401779919217
W 2 10 2 : -0.0281571502287
W 2 10 3 : -0.0482511092969
W 2 10 4 : 0.0409127679054
W 2 10 5 : -0.0472418641979
W 2 10 6 : 0.0222651224627
W 2 10 7 : 0.0139571425988
W 2 10 8 : 0.0150056122059
W 2 10 9 : -0.0376446260544
W 2 10 10 : 0.00274813311922
W 2 10 11 : -0.0376186536405
W 2 10 12 : -0.0372682218697
W 2 10 13 : 0.000749387954372
W 2 10 14 : -0.0387268614778
W 2 10 15 : -0.0287119550605
W 2 10 16 : 0.0213267017196
W 2 10 17 : -0.0077171658083
W 2 10 18 : 0.0427926492991
W 2 10 19 : -0.0377235631023
W 2 10 20 : 0.0529847237016
Neuron 11 weights:
W 2 11 1 : -0.0198081878805
W 2 11 2 : 0.0218669234174
W 2 11 3 : -0.0282280899154
W 2 11 4 : 0.0409319693772
W 2 11 5 : 0.0227868591843
W 2 11 6 : 0.0322911228822
W 2 11 7 : 0.0339937323776
W 2 11 8 : -0.0149516176705
W 2 11 9 : 0.0423823909835
W 2 11 10 : -0.0372232616473
W 2 11 11 : 0.0124086490559
W 2 11 12 : -0.00723979344688
W 2 11 13 : -0.019233192672
W 2 11 14 : -0.0287063736735
W 2 11 15 : -0.00869129816485
W 2 11 16 : 0.0213477922014
W 2 11 17 : -0.0276909658704
W 2 11 18 : 0.0428217587544
W 2 11 19 : 0.0523025747282
W 2 11 20 : -0.0369839959684
Neuron 12 weights:
W 2 12 1 : 0.0401773005019
W 2 12 2 : 0.0518825169659
W 2 12 3 : 0.00178646276747
W 2 12 4 : -0.0290704330264
W 2 12 5 : 0.0228203704515
W 2 12 6 : -0.0176847150834
W 2 12 7 : 0.0140482495958
W 2 12 8 : 0.0151222363675
W 2 12 9 : -0.0375924539438
W 2 12 10 : 0.0128101475186
W 2 12 11 : 0.0124340999336
W 2 12 12 : -0.0172065744784
W 2 12 13 : 0.0207625186249
W 2 12 14 : 0.0112990254141
W 2 12 15 : 0.00131426358773
W 2 12 16 : 0.00135378286511
W 2 12 17 : 0.0123333909919
W 2 12 18 : -0.0371443468689
W 2 12 19 : -0.0276731530624
W 2 12 20 : 0.0130520006659
Neuron 13 weights:
W 2 13 1 : -0.0198291012681
W 2 13 2 : -0.0382221755527
W 2 13 3 : -0.0383128337574
W 2 13 4 : 0.0108800534709
W 2 13 5 : 0.0226613266036
W 2 13 6 : -0.0178145522491
W 2 13 7 : -0.0361814240092
W 2 13 8 : 0.0448305777065
W 2 13 9 : -0.00772747220922
W 2 13 10 : -0.0473483240316
W 2 13 11 : -0.0277024118043
W 2 13 12 : 0.00263589520919
W 2 13 13 : 0.0207224071793
W 2 13 14 : 0.00122794287259
W 2 13 15 : 0.0112423255324
W 2 13 16 : 0.0512796244962
W 2 13 17 : -0.0277974629295
W 2 13 18 : 0.0326946272674
W 2 13 19 : 0.0321963637084
W 2 13 20 : 0.0128799512744
Neuron 14 weights:
W 2 14 1 : -0.0398052503779
W 2 14 2 : 0.0219735400257
W 2 14 3 : -0.0381270207406
W 2 14 4 : -0.00901987966168
W 2 14 5 : 0.0129511064401
W 2 14 6 : 0.00242446712389
W 2 14 7 : 0.0142323360133
W 2 14 8 : 0.0253524534539
W 2 14 9 : -0.0274789392987
W 2 14 10 : -0.0270596013572
W 2 14 11 : 0.0125488553911
W 2 14 12 : -0.0170771024885
W 2 14 13 : 0.00080527746732
W 2 14 14 : -0.0286351866073
W 2 14 15 : 0.0413807679931
W 2 14 16 : 0.0514221413036
W 2 14 17 : 0.00244342345389
W 2 14 18 : -0.0170119560783
W 2 14 19 : 0.0324365806973
W 2 14 20 : 0.0131936170048
Neuron 15 weights:
W 2 15 1 : -0.0498263100277
W 2 15 2 : -0.0381850534184
W 2 15 3 : 0.0317223881702
W 2 15 4 : 0.000897924897
W 2 15 5 : 0.0527174001153
W 2 15 6 : -0.0377686696293
W 2 15 7 : 0.00389933922658
W 2 15 8 : -0.0350670155007
W 2 15 9 : 0.0423202358731
W 2 15 10 : -0.0272924532087
W 2 15 11 : -0.0176541788563
W 2 15 12 : 0.0126914353319
W 2 15 13 : -0.00926302638182
W 2 15 14 : -0.00874667768278
W 2 15 15 : -0.0287319935287
W 2 15 16 : -0.0286939125365
W 2 15 17 : 0.0422487779375
W 2 15 18 : 0.00275139903385
W 2 15 19 : -0.0177575243724
W 2 15 20 : 0.0129406064011
Neuron 16 weights:
W 2 16 1 : -0.0198367854616
W 2 16 2 : -0.0182023404082
W 2 16 3 : 0.0417058346631
W 2 16 4 : 0.000883834961183
W 2 16 5 : -0.0373029057493
W 2 16 6 : -0.0377871895744
W 2 16 7 : -0.00612624645344
W 2 16 8 : 0.034903299307
W 2 16 9 : 0.0323010052163
W 2 16 10 : 0.0126873255624
W 2 16 11 : 0.0423263932857
W 2 16 12 : 0.0226713365815
W 2 16 13 : 0.0107241058963
W 2 16 14 : 0.051238425303
W 2 16 15 : 0.0512529916727
W 2 16 16 : 0.0012907716438
W 2 16 17 : 0.0322301184244
W 2 16 18 : -0.0372691773966
W 2 16 19 : 0.0522238566099
W 2 16 20 : 0.0429185114312
Neuron 17 weights:
W 2 17 1 : -0.0398365741578
W 2 17 2 : 0.0218845835348
W 2 17 3 : -0.0382117962903
W 2 17 4 : 0.0409217059724
W 2 17 5 : -0.0371676063342
W 2 17 6 : 0.0323222082207
W 2 17 7 : 0.0440711587748
W 2 17 8 : 0.0451555102733
W 2 17 9 : 0.02241477542
W 2 17 10 : 0.0328221440393
W 2 17 11 : -0.0175585737419
W 2 17 12 : -0.0371946422474
W 2 17 13 : -0.019245979668
W 2 17 14 : -0.0487042690036
W 2 17 15 : 0.0313110188075
W 2 17 16 : 0.0213506731454
W 2 17 17 : 0.0323403742871
W 2 17 18 : 0.0128677957652
W 2 17 19 : -0.0376662040005
W 2 17 20 : -0.0169352155145
Neuron 18 weights:
W 2 18 1 : 0.0101949996098
W 2 18 2 : 0.0318327834148
W 2 18 3 : 0.0117396102277
W 2 18 4 : 0.00091916333774
W 2 18 5 : 0.0027316449857
W 2 18 6 : -0.00775286243902
W 2 18 7 : 0.0439119005568
W 2 18 8 : 0.0349428835477
W 2 18 9 : 0.0123366397242
W 2 18 10 : 0.0327217159514
W 2 18 11 : 0.0223623846347
W 2 18 12 : 0.00270550946901
W 2 18 13 : -0.00924277191814
W 2 18 14 : 0.0112722160803
W 2 18 15 : 0.01128700105
W 2 18 16 : 0.0213253351854
W 2 18 17 : -0.0177352977989
W 2 18 18 : 0.0227658671971
W 2 18 19 : 0.0422583749956
W 2 18 20 : 0.0229563553997
Neuron 19 weights:
W 2 19 1 : 0.000187082375163
W 2 19 2 : 0.0319361640223
W 2 19 3 : -0.0481625512093
W 2 19 4 : -0.00904096594974
W 2 19 5 : -0.0271022523639
W 2 19 6 : -0.0176202048837
W 2 19 7 : -0.0058425841483
W 2 19 8 : -0.0247410737132
W 2 19 9 : 0.0124746153594
W 2 19 10 : -0.0471127614402
W 2 19 11 : -0.00749809750425
W 2 19 12 : 0.0228700556151
W 2 19 13 : -0.00921261489043
W 2 19 14 : -0.0286623690377
W 2 19 15 : -0.00864670808836
W 2 19 16 : -0.0386060946243
W 2 19 17 : 0.0423984034625
W 2 19 18 : 0.0129340083402
W 2 19 19 : -0.0176083176131
W 2 19 20 : -0.0268641934345
Neuron 20 weights:
W 2 20 1 : -0.0498371962002
W 2 20 2 : -0.00822725243949
W 2 20 3 : -0.0383177662405
W 2 20 4 : 0.000872724825438
W 2 20 5 : 0.0226585625474
W 2 20 6 : -0.0278184177004
W 2 20 7 : -0.00618233563427
W 2 20 8 : 0.0248317481847
W 2 20 9 : -0.00773147923471
W 2 20 10 : 0.022648930917
W 2 20 11 : 0.0522935445117
W 2 20 12 : -0.0373668286136
W 2 20 13 : -0.0292847051629
W 2 20 14 : -0.0187781159461
W 2 20 15 : -0.0287637572312
W 2 20 16 : 0.0412734828736
W 2 20 17 : 0.0121986438129
W 2 20 18 : -0.0273081894764
W 2 20 19 : -0.0278075254621
W 2 20 20 : -0.0071231726434
Layer 3 (Last hidden layer):
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