epoch 0
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.107582045898)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.285243511656)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.521885312584)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.432386810454)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.272154827299)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0455042772797)
#error(trainingdata)error(controldata)slope(error(controldata))
00.33483580559510
epoch 1
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.526909741832)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.625850602734)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.523934222823)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.604907806695)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.689808538404)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.593983793292)
#error(trainingdata)error(controldata)slope(error(controldata))
10.3459244640520
epoch 2
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.338909928528)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.243935986083)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.560370980896)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.459887596639)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.570877817445)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.673043880318)
#error(trainingdata)error(controldata)slope(error(controldata))
20.55090185152910
epoch 3
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.731285213574)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.641680181934)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.679166901763)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.732793843801)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.643309851759)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.680305219788)
#error(trainingdata)error(controldata)slope(error(controldata))
30.499014575050
epoch 4
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.733516678766)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.770310966527)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.796932940189)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0878788370589)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.705868795266)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0246455061979)
#error(trainingdata)error(controldata)slope(error(controldata))
40.35356747745310
epoch 5
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.752230122303)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.777100450521)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.801837725562)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.728815961371)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.744369158867)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0246274667506)
#error(trainingdata)error(controldata)slope(error(controldata))
50.1543456724490
epoch 6
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.781730794922)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0225341768811)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.80402179176)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.819026839399)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.834869653067)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.771835977827)
#error(trainingdata)error(controldata)slope(error(controldata))
60.15571928985910
epoch 7
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00133020021977)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.783889384089)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.803037500884)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.822028561875)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.837394199086)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.850073605145)
#error(trainingdata)error(controldata)slope(error(controldata))
70.3361437400950
epoch 8
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.784599244789)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.192126733933)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.800294440518)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0460095242894)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.824581857621)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.838021962291)
#error(trainingdata)error(controldata)slope(error(controldata))
80.105779371310
epoch 9
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.850571143806)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000117898558989)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00619067999537)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.862803161254)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00958768932073)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.871604934788)
#error(trainingdata)error(controldata)slope(error(controldata))
90.3267165226640
epoch 10
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.877843832194)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.88476177661)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.890900173493)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.896375565907)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0320432395826)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.901933070776)
#error(trainingdata)error(controldata)slope(error(controldata))
100.3388085088910
epoch 11
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.905135026287)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.909218040074)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0291821861827)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00878925637816)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.913020265827)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.915765870244)
#error(trainingdata)error(controldata)slope(error(controldata))
110.3209965720120
epoch 12
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.881484671138)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0220365206113)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.880408312442)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.886318550114)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000380610314233)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00435562988376)
#error(trainingdata)error(controldata)slope(error(controldata))
120.075526953667210
epoch 13
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.893203908788)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.897643713678)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.902429896775)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.906769047628)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.910717129754)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0250344783794)
#error(trainingdata)error(controldata)slope(error(controldata))
130.06045121168770
epoch 14
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.914804746665)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.016413621136)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.917689212215)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.920039413863)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.838415958109)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.223819408227)
#error(trainingdata)error(controldata)slope(error(controldata))
140.18725974148310
epoch 15
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.887676635566)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.895944874919)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0707265825649)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0340916334317)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0199819234287)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.903701523592)
#error(trainingdata)error(controldata)slope(error(controldata))
150.06547033149150
epoch 16
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.907512101727)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-3.85377484626E-5)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0035802261865)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.912006158673)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.914981024445)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0097101642124)
#error(trainingdata)error(controldata)slope(error(controldata))
160.057480094040910
epoch 17
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000837998669765)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00112869939746)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000541094853929)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.918561548997)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.921051074596)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.923846344586)
#error(trainingdata)error(controldata)slope(error(controldata))
170.342226415350
epoch 18
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0143982611596)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.926808775886)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.9286542352)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.930922335612)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.933047594198)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0199042893857)
#error(trainingdata)error(controldata)slope(error(controldata))
180.34720826543410
epoch 19
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00588081057954)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00406181632103)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00217646919963)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.934972548297)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00683073177945)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000461351789053)
#error(trainingdata)error(controldata)slope(error(controldata))
190.3474526356240
epoch 20
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.936733629238)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.9382151515)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00882069263771)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00142839689077)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00130552912482)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.940046468904)
#error(trainingdata)error(controldata)slope(error(controldata))
200.35065407264110
epoch 21
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.941365591428)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.942882418083)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.859401612165)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.226484070067)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.07006644662)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0469274759913)
#error(trainingdata)error(controldata)slope(error(controldata))
210.05779849131460
epoch 22
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.922299462971)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0225295251454)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.925593288104)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.927916807252)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00464584550197)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00464810667387)
#error(trainingdata)error(controldata)slope(error(controldata))
220.049049303800410
epoch 23
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00232395195579)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.930728719062)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.932542526941)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.934564781914)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.936466116828)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.938255761247)
#error(trainingdata)error(controldata)slope(error(controldata))
230.3448101295110
epoch 24
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.837876862826)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.917137992537)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.914054260303)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.917344062626)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.836175770674)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.919534977374)
#error(trainingdata)error(controldata)slope(error(controldata))
240.31554017367710
epoch 25
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.746646273486)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.899707660941)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.896758409082)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.787677821983)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.575842573693)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.440757931701)
#error(trainingdata)error(controldata)slope(error(controldata))
250.1837568433040
epoch 26
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.223917518383)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.132627695943)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.880613066803)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.888343839685)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0692600831758)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.895259859478)
#error(trainingdata)error(controldata)slope(error(controldata))
260.37470404890110
epoch 27
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.900507000507)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.905027857843)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.574221871325)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.905437365644)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.902808312511)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.907054635589)
#error(trainingdata)error(controldata)slope(error(controldata))
270.2893008777630
epoch 28
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.684174250049)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.878381634604)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.876133011576)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.255909143923)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.885299538998)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.894280187904)
#error(trainingdata)error(controldata)slope(error(controldata))
280.11677071518510
epoch 29
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.899436449818)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.126395955284)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.905221247817)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0604782657129)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.674279166305)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.879052392857)
#error(trainingdata)error(controldata)slope(error(controldata))
290.1797739898710
epoch 30
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.222394403083)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.87888538766)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.113720862789)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0539118532508)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0317563473027)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.89276989332)
#error(trainingdata)error(controldata)slope(error(controldata))
300.072751349819110
epoch 31
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.897672909744)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00593138194662)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.903221484868)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.648977739497)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.234049716012)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.86593524594)
#error(trainingdata)error(controldata)slope(error(controldata))
310.1037378974530
epoch 32
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0801335274395)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0395850505649)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0230479660963)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0128524659101)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.881634385835)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.887267660933)
#error(trainingdata)error(controldata)slope(error(controldata))
320.075770803600510
epoch 33
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00770660193484)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.893991637708)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.89817799237)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.902910681271)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0180310057647)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0038121525436)
#error(trainingdata)error(controldata)slope(error(controldata))
330.06541522165210
epoch 34
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00304315686051)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.90747442827)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.910681212199)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.914288168279)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0179238751652)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00426246436837)
#error(trainingdata)error(controldata)slope(error(controldata))
340.058151325043710
epoch 35
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.91782481711)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0105839416049)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.920759315508)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.922993373641)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.925647928402)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.928120793592)
#error(trainingdata)error(controldata)slope(error(controldata))
350.2875243224590
epoch 36
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.930427251866)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.932583979524)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.934605475396)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.936504392069)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.72185571006)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.914834798157)
#error(trainingdata)error(controldata)slope(error(controldata))
360.1339266769210
epoch 37
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.167580870555)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.912833979061)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0832502452979)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.918568587655)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0384711454178)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.922636780438)
#error(trainingdata)error(controldata)slope(error(controldata))
370.05397287751650
epoch 38
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.925325581875)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0124150690878)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.928244209594)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00297609233059)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00393322477577)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00189009300708)
#error(trainingdata)error(controldata)slope(error(controldata))
380.048966789174510
epoch 39
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.930759375244)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00454461993612)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000670887784782)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.932845179734)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00564041330383)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.934832121886)
#error(trainingdata)error(controldata)slope(error(controldata))
390.04518720221660
epoch 40
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.936355436006)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.938149611748)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.939843301011)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0141073918799)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.941662223617)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00965690467621)
#error(trainingdata)error(controldata)slope(error(controldata))
400.28968209161210
epoch 41
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.943011484833)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.70726320297)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.922825018422)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.190497425401)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.920759385387)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.925262863443)
#error(trainingdata)error(controldata)slope(error(controldata))
410.08357334192140
epoch 42
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0935534371195)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0428196928512)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0254695925127)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.930084569613)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.932175816186)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00723460534863)
#error(trainingdata)error(controldata)slope(error(controldata))
420.04643949066810
epoch 43
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.934560462704)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0724975702597)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.936041197943)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.936858874808)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.030682501459)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0152433863209)
#error(trainingdata)error(controldata)slope(error(controldata))
430.04337901367340
epoch 44
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00885751621188)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.939459782518)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000637829328652)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.941155290618)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.94244213312)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.943902571683)
#error(trainingdata)error(controldata)slope(error(controldata))
440.28228876478610
epoch 45
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.945289205548)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00983993985024)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.946793235196)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00728170614208)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.947937933777)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.94887749042)
#error(trainingdata)error(controldata)slope(error(controldata))
450.2895055780010
epoch 46
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.950023316975)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.951118260054)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.952164793569)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.953166116008)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0168149255591)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00537827905521)
#error(trainingdata)error(controldata)slope(error(controldata))
460.29559748999610
epoch 47
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.954116157524)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.954849301232)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00975138166327)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.726680794436)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.938488196879)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.935583892304)
#error(trainingdata)error(controldata)slope(error(controldata))
470.1424685241040
epoch 48
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.191509625081)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.938133813158)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0985089022226)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.941741835015)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0474886372027)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0221752086928)
#error(trainingdata)error(controldata)slope(error(controldata))
480.040223020490210
epoch 49
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.944648185967)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.945965446264)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.947249632607)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.94847232251)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.949637797562)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.676234609181)
#error(trainingdata)error(controldata)slope(error(controldata))
490.1741781328710
epoch 50
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.236758889414)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.927850066315)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.932183112067)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.934240666367)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0818330059346)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.936661793133)
#error(trainingdata)error(controldata)slope(error(controldata))
500.051060695031610
epoch 51
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0385273125981)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0185710458364)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.9396977836)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.941214400246)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00474370050983)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00414928669351)
#error(trainingdata)error(controldata)slope(error(controldata))
510.04030386284980
epoch 52
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.943041253733)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00223529479738)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0011453827717)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.944479526182)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.945626771478)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.946926707217)
#error(trainingdata)error(controldata)slope(error(controldata))
520.26407660265210
epoch 53
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.948164743541)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.949344477311)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.950470011331)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.95154507012)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.952573039928)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0199569201499)
#error(trainingdata)error(controldata)slope(error(controldata))
530.2742003130440
epoch 54
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.953675910926)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.95431989842)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0140575096848)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00426279244107)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00291481388536)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.955208790305)
#error(trainingdata)error(controldata)slope(error(controldata))
540.27742422280210
epoch 55
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.955922874622)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.680137294805)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.228815564456)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0714500222477)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.938774429556)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.940820564383)
#error(trainingdata)error(controldata)slope(error(controldata))
550.05199524321790
epoch 56
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0456699260064)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.942713779753)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.944322551894)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.945688741847)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0154681776589)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.947222293935)
#error(trainingdata)error(controldata)slope(error(controldata))
560.036705078569810
epoch 57
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0053981781493)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948576165116)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.949591389796)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00182466971961)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.950877036327)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.951749360547)
#error(trainingdata)error(controldata)slope(error(controldata))
570.03360219009410
epoch 58
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.952767814059)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00731839348042)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.953884081235)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00569223516504)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.954748261809)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.955458247192)
#error(trainingdata)error(controldata)slope(error(controldata))
580.031258287278110
epoch 59
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00682026923652)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.956448305252)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.957095948169)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.957897544115)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.662725151599)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.225878675139)
#error(trainingdata)error(controldata)slope(error(controldata))
590.06548182671850
epoch 60
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0700091895181)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.94152839868)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0476083237147)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.943748488973)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0214086897011)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.945586113827)
#error(trainingdata)error(controldata)slope(error(controldata))
600.038035139874710
epoch 61
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00830533527554)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.947077214047)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.948175843288)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.000504061851654)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00167031305043)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.949538323591)
#error(trainingdata)error(controldata)slope(error(controldata))
610.03508943607530
epoch 62
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.950487232322)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.951560880733)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00766919649807)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00147116958318)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952676401393)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00519017721823)
#error(trainingdata)error(controldata)slope(error(controldata))
620.032788579432110
epoch 63
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000472830205519)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.953593873526)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.954379583224)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.955288089693)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00840826586041)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.956283824839)
#error(trainingdata)error(controldata)slope(error(controldata))
630.03076457344040
epoch 64
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.956925934626)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00803274316456)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00183011876522)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.957792211618)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.958430897473)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.959182656653)
#error(trainingdata)error(controldata)slope(error(controldata))
640.028992535707410
epoch 65
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.959907427809)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0103470165503)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.960700683136)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00689548198955)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00149550004499)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00117972485731)
#error(trainingdata)error(controldata)slope(error(controldata))
650.02740990986050
epoch 66
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.961241414659)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.961781450989)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.962415151747)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00714207808538)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00166363690623)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00127006812593)
#error(trainingdata)error(controldata)slope(error(controldata))
660.026128097935810
epoch 67
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000666520969492)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.96305088529)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963543570421)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.663808455202)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.950357913824)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.947802722569)
#error(trainingdata)error(controldata)slope(error(controldata))
670.1389583826060
epoch 68
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.189779578018)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0875791220945)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.951121691067)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0549651620408)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0249990550986)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.014896723418)
#error(trainingdata)error(controldata)slope(error(controldata))
680.033349143114110
epoch 69
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.95356581026)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.954462029016)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00367224674924)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00318079073459)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00162973583619)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000938953413023)
#error(trainingdata)error(controldata)slope(error(controldata))
690.03140783726350
epoch 70
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00052473966198)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000295506988213)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.955597304095)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00339872764122)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.956450889546)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.95712142599)
#error(trainingdata)error(controldata)slope(error(controldata))
700.030007994571510
epoch 71
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0055147219909)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000779685888991)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000768632697284)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000385200961758)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000223275031885)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000124591595281)
#error(trainingdata)error(controldata)slope(error(controldata))
710.02970893988150
epoch 72
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.957985272926)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00346360486434)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.958745109275)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00354658093214)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.959455819479)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00355631868987)
#error(trainingdata)error(controldata)slope(error(controldata))
720.028184694951310
epoch 73
Training set 0input = (248, 80, 68, 1)desired = (0)output = (4.57378443531E-5)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.960118542803)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.960698050818)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00523817928429)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000799166351984)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00075469303544)
#error(trainingdata)error(controldata)slope(error(controldata))
730.02727582772050
epoch 74
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.961428035216)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.961965305335)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.962592834926)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.963199805518)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00845225182856)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00224355552174)
#error(trainingdata)error(controldata)slope(error(controldata))
740.025611127672210
epoch 75
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.963816572958)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00468655197504)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000684593614039)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.964336021938)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00356218948142)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000231720172532)
#error(trainingdata)error(controldata)slope(error(controldata))
750.02485148541410
epoch 76
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000382294007643)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.964854963498)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.965301430666)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.965822256882)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.966327562242)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.966817826293)
#error(trainingdata)error(controldata)slope(error(controldata))
760.26940891049210
epoch 77
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.657356902454)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.225265102064)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.951942266828)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.954343959545)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.080942794047)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0361069333704)
#error(trainingdata)error(controldata)slope(error(controldata))
770.03456933915120
epoch 78
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.95616065237)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.957106274905)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0190981262847)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00956451096211)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.958207156581)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.00294578666525)
#error(trainingdata)error(controldata)slope(error(controldata))
780.02903355467910
epoch 79
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959031382225)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.959662374796)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0021021155253)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.960478093432)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.961034465281)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.961693572805)
#error(trainingdata)error(controldata)slope(error(controldata))
790.02699190649020
epoch 80
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.962330562263)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00782612082577)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.963032161057)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.96348431419)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.964061878655)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.964621413712)
#error(trainingdata)error(controldata)slope(error(controldata))
800.25172471332810
epoch 81
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.965163404518)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.617883391593)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.952811271192)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.950397503639)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.179678967918)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.951959947906)
#error(trainingdata)error(controldata)slope(error(controldata))
810.07288617040080
epoch 82
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0922792854784)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.954391493688)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.955790557763)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.956644900248)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0409713969824)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.957661478971)
#error(trainingdata)error(controldata)slope(error(controldata))
820.032128818660210
epoch 83
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.958582462043)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0168687178872)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00857010591028)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.959594738169)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.960243568437)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000640458043689)
#error(trainingdata)error(controldata)slope(error(controldata))
830.02757481641980
epoch 84
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.961039834172)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.961596600529)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00307279897011)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.962333206791)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.96283154977)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.963430350828)
#error(trainingdata)error(controldata)slope(error(controldata))
840.23457508739310
epoch 85
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.964010034522)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.576151402266)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.216828495914)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0665633186091)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0447514500678)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0241742622885)
#error(trainingdata)error(controldata)slope(error(controldata))
850.03561171906210
epoch 86
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.951547431434)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.952588288456)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.953571657669)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00758149185541)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.954675735752)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.9554806429)
#error(trainingdata)error(controldata)slope(error(controldata))
860.030868826144410
epoch 87
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000172519241949)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.956481315898)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.957172521448)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.957971352684)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.9587405655)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00755576173653)
#error(trainingdata)error(controldata)slope(error(controldata))
870.02860197700930
epoch 88
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.959586382842)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.960134797833)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00730691677303)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.960923013629)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.961435102628)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.96208042003)
#error(trainingdata)error(controldata)slope(error(controldata))
880.027083779681610
epoch 89
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.962704404065)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.963307703196)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0119626895312)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.963966695083)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00755576935135)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00189557564002)
#error(trainingdata)error(controldata)slope(error(controldata))
890.02518855388240
epoch 90
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00140057411482)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00073988900879)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.964384112355)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0033229296896)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000133018927387)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000321699380438)
#error(trainingdata)error(controldata)slope(error(controldata))
900.024817044449310
epoch 91
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000145755283162)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (8.69531693087E-5)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.964900801864)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.96534769507)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00436943595967)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000608520765771)
#error(trainingdata)error(controldata)slope(error(controldata))
910.02410252320770
epoch 92
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.965919256593)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.966337471379)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.966827232292)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.967302851248)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00770934766787)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.967828109742)
#error(trainingdata)error(controldata)slope(error(controldata))
920.022815623522610
epoch 93
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00525397687638)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00107207493923)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.968201278447)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0034783754818)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000340047475363)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.968609573659)
#error(trainingdata)error(controldata)slope(error(controldata))
930.02204330513140
epoch 94
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968964664963)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00428973637118)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000708527789473)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0006407545034)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000325799314876)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.969411531675)
#error(trainingdata)error(controldata)slope(error(controldata))
940.02147207204910
epoch 95
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0026358203147)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (3.07650837158E-5)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00022378549062)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (9.64511232798E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (5.84123102963E-5)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (3.22492606601E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
950.02135856524240
epoch 96
Training set 0input = (228, 105, 116, 1)desired = (0)output = (1.82176742798E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.969794257673)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00240168064614)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.970183825224)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00249642260471)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970552083074)
#error(trainingdata)error(controldata)slope(error(controldata))
960.24249057257710
epoch 97
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970854087308)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.595713412028)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.223355418983)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958142949623)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.960133434672)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.960827993323)
#error(trainingdata)error(controldata)slope(error(controldata))
970.06269646091260
epoch 98
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.96149459554)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0781907508088)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.962355036605)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.037834364848)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0172767879593)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.963712382876)
#error(trainingdata)error(controldata)slope(error(controldata))
980.026002021671410
epoch 99
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00876745171978)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.964390557046)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.964899617294)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.965432886405)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000213215014674)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00113399614338)
#error(trainingdata)error(controldata)slope(error(controldata))
990.02402131020480
epoch 100
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.966031841342)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.966456445197)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00361901200513)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000334525592881)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000430017925212)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.966993504245)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.023150178289110
epoch 101
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00286433163747)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.967457280084)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.9678265581)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00425528356913)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968338843247)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.968680874119)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.02211653585470
epoch 102
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.969103946283)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.969515720264)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00753917679057)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.969971023302)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00507282041419)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970317688115)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.020955439420310
epoch 103
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00382751576078)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000564611998734)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000543333925489)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970647057654)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.970956000807)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.971319179901)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.02035756091960
epoch 104
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.971673351924)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.972018726414)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00758598470788)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00220578803585)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972365337089)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.972631464726)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.019458687205610
epoch 105
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00507610801972)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00117372050682)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000899042025569)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972970307643)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973230095103)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00383318282689)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.01868577618040
epoch 106
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973582904063)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.973818710723)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0041938200527)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974155535206)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00321339068292)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97442170355)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.018031366854710
epoch 107
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00271365049317)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000246479231055)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000320611720551)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974674162132)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00216929189631)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (2.69913682835E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.01772270472620
epoch 108
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000184878907616)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.974936702586)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.975162244626)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.975426909284)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975685982107)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975939564648)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.25075478192310
epoch 109
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00628760258686)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976221341099)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00416904248561)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.976436059382)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00310237655851)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.976655433922)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.05839372733060
epoch 110
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.966792019429)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.964924246559)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.965450754016)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.035974685072)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.966096905664)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.016550082777)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.024171754099110
epoch 111
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00815384759621)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00474871945167)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00264681823362)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00149156847705)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.966992038905)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00166515805421)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.02300650247020
epoch 112
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.967467233372)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00225003651305)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000203017675508)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (9.47345781132E-5)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.96790187087)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00257805178979)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.022385594807610
epoch 113
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968342026409)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00266741699949)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (4.62013469368E-6)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.000215332294891)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.968744246568)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.96909685895)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.02173914323940
epoch 114
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.969508667899)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.969909586095)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.970299897281)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00785540826956)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00225606163973)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970692328407)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.020712554160110
epoch 115
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970992471296)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971354711189)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.971707995451)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00780406923727)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972098553354)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00511037566793)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.01953836653970
epoch 116
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00116867336396)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000899663404612)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.972363682976)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972635484348)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00390945667395)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000683809019221)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.019105829825410
epoch 117
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000599951761965)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97298338259)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00248214394094)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (9.6972963616E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000239298932857)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000108263400909)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.01889459811080
epoch 118
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973279081219)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973536162909)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00332394663792)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000470663918021)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.973867151769)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00255638671563)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.018275198172810
epoch 119
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.974155464005)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00239639840266)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000103568975712)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.000235209737744)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974418631731)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00213600029306)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.01789259569460
epoch 120
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97469604878)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00216210777048)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (2.47671653892E-5)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000183370020485)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974950984489)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.975176272426)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.017506974875410
epoch 121
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0031346345535)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975479574535)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.975684006414)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00367715466198)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000696869844566)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975959679718)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.01694832794890
epoch 122
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00252725284113)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000223836655705)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976192377878)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.97639549697)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0031998963486)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000522085501412)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.016509435476810
epoch 123
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.976656970149)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976851056528)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.97708062327)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.977305679279)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0053115040188)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.977556623982)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.01596188648170
epoch 124
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.977718955712)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.977931448033)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00553462765919)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0015580503217)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.978147822557)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.978314027936)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.015435816440110
epoch 125
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.978515239908)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.97871275927)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00570554971934)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00165786322344)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00115273532411)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.978905764854)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.01489899497170
epoch 126
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.979061702536)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979249162167)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.979433300946)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.979614157563)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.005911046544)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0017764269397)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.014313061329310
epoch 127
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00121897103206)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000654083101175)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000372232678547)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.97978153196)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.979927011783)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980099174342)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.01417428654280
epoch 128
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00353344666565)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000794998415803)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000616571919422)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980277940841)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.98041552079)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.980579336479)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.013852421358110
epoch 129
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00358447842839)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.980763325967)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.980885129567)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981041108774)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.981194580476)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.981345557587)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.01372625307790
epoch 130
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.98149410085)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00665503151321)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981658682102)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00411389262187)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0010942992356)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000788712552145)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.012898579384710
epoch 131
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981763462393)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0018991275295)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.98190156466)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00172589209603)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982034500716)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00163356476215)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.0126106405650
epoch 132
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982165982604)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982275277831)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982409242712)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982541207491)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00384459507326)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982689227609)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.012316981958110
epoch 133
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00266343638685)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982804539353)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982903138414)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00280227271085)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983045655361)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.983141015554)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.01200577534990
epoch 134
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983262120244)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983381510631)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00427791950134)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00122420304061)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000856394040473)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000457622135182)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.011670965212310
epoch 135
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.983496821919)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00157649586547)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.983610513789)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983702506569)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.983815628188)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00288079465977)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.01136330183680
epoch 136
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.9839431242)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984028007349)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984136621556)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984243781125)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.98434948804)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00483299299398)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.011033729703310
epoch 137
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984467395664)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.98454176496)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984643454306)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984743831694)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00505100488004)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984855629749)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.0108927847110
epoch 138
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00317247084589)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000811823784842)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984931086072)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0018251825461)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000248592385841)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985020107721)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.01058444178510
epoch 139
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98509968114)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00206602702481)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985207958848)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985281281589)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985373422503)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985464426274)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.01051685037880
epoch 140
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00353975482071)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000987483202336)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985557894271)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00189285761314)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985643182118)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985712480461)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.010158037699710
epoch 141
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00217042175079)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000421036258388)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9858067436)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985877715796)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00208390432813)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000390492146573)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.009923474081450
Success in 142 training rounds!