epoch 0
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.409491395996)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.273587172379)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.160299262628)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0870429950231)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.00178266287241)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.515997388845)
#error(trainingdata)error(controldata)slope(error(controldata))
00.53868983938310
epoch 1
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.700466314014)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.739070467533)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.587563412168)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.433314783597)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.64797796297)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.702280342019)
#error(trainingdata)error(controldata)slope(error(controldata))
10.5568896762240
epoch 2
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.745206263145)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.776188926028)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.643305822791)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.735199045951)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.183256846042)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.577139391219)
#error(trainingdata)error(controldata)slope(error(controldata))
20.36114272013210
epoch 3
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.691661408741)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.270964112129)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.701311296532)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0414488066286)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.752584275255)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0443512067583)
#error(trainingdata)error(controldata)slope(error(controldata))
30.3552951711170
epoch 4
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.783871966828)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.663611392823)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.746211321524)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.775808521922)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.799645234714)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.679329607399)
#error(trainingdata)error(controldata)slope(error(controldata))
40.26587125076810
epoch 5
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0589691549394)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0176639160284)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.300360198399)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.012860365764)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.029437147789)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0160627196692)
#error(trainingdata)error(controldata)slope(error(controldata))
50.2303089830230
epoch 6
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.712037944741)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.760357576267)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.787374060295)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.808714030531)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.825849384277)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.839956723198)
#error(trainingdata)error(controldata)slope(error(controldata))
60.40115323515510
epoch 7
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.851799242566)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.324897402346)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.216787170744)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.88270950994)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.112816600159)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.729813330437)
#error(trainingdata)error(controldata)slope(error(controldata))
70.3871167985790
epoch 8
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.319153118525)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.854415160326)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.859917644683)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.77390104284)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.105033127801)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.806274971697)
#error(trainingdata)error(controldata)slope(error(controldata))
80.39633191737210
epoch 9
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.82435983563)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.838708279677)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.85074310176)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.860992688293)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.869839558133)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.789579347666)
#error(trainingdata)error(controldata)slope(error(controldata))
90.2593967808030
epoch 10
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.194601245118)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.694018878244)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0725719046401)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.729837468256)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0352385243285)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.765840398598)
#error(trainingdata)error(controldata)slope(error(controldata))
100.35848361429710
epoch 11
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.797753558313)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.126256239433)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0836190099566)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.038978218683)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.625470468415)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.799452205046)
#error(trainingdata)error(controldata)slope(error(controldata))
110.3002205313420
epoch 12
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.832674942129)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.108235311261)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0565087789444)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0243479945425)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.566007567784)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.498119663714)
#error(trainingdata)error(controldata)slope(error(controldata))
120.22790109825810
epoch 13
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.112861662589)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.767918013519)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.50716232621)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.180739996293)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.759068008288)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.786589757921)
#error(trainingdata)error(controldata)slope(error(controldata))
130.2600221884060
epoch 14
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.38373308219)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.761081147038)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.077868026037)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0567006763789)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.515577699867)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.776773106257)
#error(trainingdata)error(controldata)slope(error(controldata))
140.28124700356310
epoch 15
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.815682193672)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.831201135993)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.411637004657)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.484790105457)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.783114482634)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.397480183541)
#error(trainingdata)error(controldata)slope(error(controldata))
150.2452072933620
epoch 16
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.774083269346)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0118358054348)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.808047016223)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0406092489405)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.827195744709)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.844441477782)
#error(trainingdata)error(controldata)slope(error(controldata))
160.25990832803810
epoch 17
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.8555499556)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.127138020916)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0810981055143)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.564638338617)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.430683780357)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.824898908224)
#error(trainingdata)error(controldata)slope(error(controldata))
170.2847646108180
epoch 18
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.849859802213)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.860060209701)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.531420628529)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.411519807436)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.817054958485)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.843676876655)
#error(trainingdata)error(controldata)slope(error(controldata))
180.27187707183310
epoch 19
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.85476495981)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.864454189894)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.518625760875)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.84862051194)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.418344872403)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.834536938002)
#error(trainingdata)error(controldata)slope(error(controldata))
190.2578605077110
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.857108221771)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.866323836365)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.874485687454)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.24523431676)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.110796009404)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0661613378977)
#error(trainingdata)error(controldata)slope(error(controldata))
200.24637118667710
epoch 21
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0367911804388)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.851038815395)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0252556963004)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00440535127969)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.860077407568)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.870660505407)
#error(trainingdata)error(controldata)slope(error(controldata))
210.2678380309220
epoch 22
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00120981650633)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.876960468856)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00340911875065)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.33660367557)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.891569109056)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.136663826675)
#error(trainingdata)error(controldata)slope(error(controldata))
220.25738038240710
epoch 23
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.882407429194)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.891937584816)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.633007867995)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.875851561071)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.23848375106)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.873357737152)
#error(trainingdata)error(controldata)slope(error(controldata))
230.247525606020
epoch 24
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.885834423335)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.122131146224)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.881969373235)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.891336431785)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.896626941549)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.901429289974)
#error(trainingdata)error(controldata)slope(error(controldata))
240.26798706051210
epoch 25
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.905783730559)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.909752046887)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0434911324568)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.910313459995)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.669237010065)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.164078723229)
#error(trainingdata)error(controldata)slope(error(controldata))
250.1605394795280
epoch 26
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.893362986347)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.121401557259)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0483867780936)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.891627892907)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0349120066954)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.895399639124)
#error(trainingdata)error(controldata)slope(error(controldata))
260.25603165988810
epoch 27
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.603238960323)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.210273084896)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.888136181815)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.891474452776)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.273015284542)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.187677288977)
#error(trainingdata)error(controldata)slope(error(controldata))
270.170217901880
epoch 28
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.881355234377)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.885722273896)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.22598955208)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.874600520881)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.886689717759)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.892437380363)
#error(trainingdata)error(controldata)slope(error(controldata))
280.12436351839610
epoch 29
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.111423517501)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.889249917203)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.89743765582)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.902137467424)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.906428059568)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.910340826981)
#error(trainingdata)error(controldata)slope(error(controldata))
290.2447771514380
epoch 30
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0416112068363)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.91098457787)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.018275878969)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00426830357392)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.592391740815)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.897377045219)
#error(trainingdata)error(controldata)slope(error(controldata))
300.13082997224110
epoch 31
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.908988582269)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.178032886992)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.901632754587)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0909012445372)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0350262911031)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0219590887466)
#error(trainingdata)error(controldata)slope(error(controldata))
310.2202529716240
epoch 32
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.901200628081)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.906616402374)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.546057206275)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.89298509336)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.905124339393)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.909089794646)
#error(trainingdata)error(controldata)slope(error(controldata))
320.12487099446310
epoch 33
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.912777908097)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.105053503773)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.222081248459)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.901278023219)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.122209586164)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.90825889006)
#error(trainingdata)error(controldata)slope(error(controldata))
330.1141217551110
epoch 34
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.163695771491)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.900666045068)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0827340281116)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.902346650866)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.908482935763)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0359942344338)
#error(trainingdata)error(controldata)slope(error(controldata))
340.21063978182510
epoch 35
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0116379175518)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.909337877621)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00956692184382)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000534386223887)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.510073984357)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.896939749937)
#error(trainingdata)error(controldata)slope(error(controldata))
350.1164232991510
epoch 36
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.908237658827)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.911942829623)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0148874060147)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.914800655863)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.918375272354)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.921329351919)
#error(trainingdata)error(controldata)slope(error(controldata))
360.10757071272410
epoch 37
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.924070863309)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.926620359043)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.928997796983)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.931220407796)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.15283491565)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.926073592169)
#error(trainingdata)error(controldata)slope(error(controldata))
370.220525107950
epoch 38
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.930504269785)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.932619925368)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.934617098098)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0714047964419)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0278926798414)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.93265237928)
#error(trainingdata)error(controldata)slope(error(controldata))
380.29276690388910
epoch 39
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.935254066374)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.937091815476)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0165527919355)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.937877955833)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.461146138933)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.945584036757)
#error(trainingdata)error(controldata)slope(error(controldata))
390.2536648401140
epoch 40
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.175615551551)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.07654221769)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.574170407549)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.932122130216)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.938607547135)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.223448118168)
#error(trainingdata)error(controldata)slope(error(controldata))
400.19796854405210
epoch 41
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.101333798121)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0604470406912)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.469862653439)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.165974947594)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.103862163353)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.330217856725)
#error(trainingdata)error(controldata)slope(error(controldata))
410.1276453396890
epoch 42
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.105066645698)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.898466646276)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.232615149424)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.888468457923)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0950739463541)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.897256431794)
#error(trainingdata)error(controldata)slope(error(controldata))
420.11718826904310
epoch 43
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.901384871951)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.905748819786)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.909720111369)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.913355446618)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.916696760786)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.919779212998)
#error(trainingdata)error(controldata)slope(error(controldata))
430.1626051063890
epoch 44
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.146402784773)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.914554329093)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.920114821823)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0709625674884)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.918820563691)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.3789651999)
#error(trainingdata)error(controldata)slope(error(controldata))
440.10352303286110
epoch 45
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.911077196032)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.168021416753)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0713471724865)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.907799871987)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0498916810032)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.909707737069)
#error(trainingdata)error(controldata)slope(error(controldata))
450.1416138146290
epoch 46
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.91459928455)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0197082670936)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.916250383877)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00739963310198)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.919243687582)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00127821109917)
#error(trainingdata)error(controldata)slope(error(controldata))
460.1569303360510
epoch 47
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00252279104342)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.922323014848)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.925404396996)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00265627221452)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00391666189105)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.927752158551)
#error(trainingdata)error(controldata)slope(error(controldata))
470.171739837730
epoch 48
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.930390937482)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0035498589633)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.932342181821)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00374105883259)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00408618385189)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.934630606928)
#error(trainingdata)error(controldata)slope(error(controldata))
480.18412261593310
epoch 49
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.437502648014)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.118830893329)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0803352054378)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.043559603359)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.296418040614)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.911347525823)
#error(trainingdata)error(controldata)slope(error(controldata))
490.1002439498670
epoch 50
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.918882119696)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.921772857211)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.924482988144)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.927004246265)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.929356317499)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.931556049589)
#error(trainingdata)error(controldata)slope(error(controldata))
500.12265898031810
epoch 51
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.933618094077)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.296607161797)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.927316112056)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.932908959656)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0870870438129)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0258361223705)
#error(trainingdata)error(controldata)slope(error(controldata))
510.1134593302440
epoch 52
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.935705530207)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.182623608756)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0796819018483)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.928369151002)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0550093259421)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.928977970209)
#error(trainingdata)error(controldata)slope(error(controldata))
520.13838239269510
epoch 53
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0256228464913)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.930638931949)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.933369361387)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.935318025473)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.355911612836)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.111012973775)
#error(trainingdata)error(controldata)slope(error(controldata))
530.07337552031240
epoch 54
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0728408243474)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.927162357009)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.115290848829)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.923213030539)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.23250600249)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.128240391251)
#error(trainingdata)error(controldata)slope(error(controldata))
540.073810495810810
epoch 55
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0732794301475)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0412053686487)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0231969558016)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0992597225842)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.911487455975)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.914274321302)
#error(trainingdata)error(controldata)slope(error(controldata))
550.06861635247940
epoch 56
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0583203327789)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.913829027247)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0632300431284)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0575305921975)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.913733627404)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0421466563164)
#error(trainingdata)error(controldata)slope(error(controldata))
560.063624482691610
epoch 57
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.917663290283)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.920657659907)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.923447406008)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.926039927848)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0218790860144)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00292519812208)
#error(trainingdata)error(controldata)slope(error(controldata))
570.0569334141220
epoch 58
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0435414513793)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.015290306228)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.92609319314)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0293220658577)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00956561516238)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00636202149707)
#error(trainingdata)error(controldata)slope(error(controldata))
580.10180051891310
epoch 59
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.926637520001)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.929473139032)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00254220820169)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.244361893052)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.924169430999)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.929673879462)
#error(trainingdata)error(controldata)slope(error(controldata))
590.07619540541820
epoch 60
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.931836064241)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0916464398514)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0366413359498)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0227008576018)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00972067797863)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.928326294347)
#error(trainingdata)error(controldata)slope(error(controldata))
600.050312122593610
epoch 61
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0194261646007)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0054857575987)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00385765667114)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.929448973775)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00302610785028)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00136258259337)
#error(trainingdata)error(controldata)slope(error(controldata))
610.1023366816720
epoch 62
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.931653638572)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000196560125044)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00246050826028)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.933807864156)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.936024442098)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.937819459865)
#error(trainingdata)error(controldata)slope(error(controldata))
620.12015788054810
epoch 63
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.939514666858)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.941116960463)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.298007544389)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.935277101725)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0793241841885)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.9399169657)
#error(trainingdata)error(controldata)slope(error(controldata))
630.05645236298020
epoch 64
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0122783088577)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.94224471288)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.94404774131)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.058332579834)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0233286226912)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.943509098752)
#error(trainingdata)error(controldata)slope(error(controldata))
640.045155341240710
epoch 65
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0130654143751)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00133372713106)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.944566467848)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.946115204624)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.947380583872)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0405501383506)
#error(trainingdata)error(controldata)slope(error(controldata))
650.1235906972630
epoch 66
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.946992884099)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948741299692)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.949883073815)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.950975748476)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.95202053531)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0133172922373)
#error(trainingdata)error(controldata)slope(error(controldata))
660.14207272333910
epoch 67
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.952442805294)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.953681016529)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00405804382433)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.35619637827)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.106903858153)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.946665116601)
#error(trainingdata)error(controldata)slope(error(controldata))
670.06115495420290
epoch 68
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.948954978239)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0784789955359)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.9472476911)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.949278290083)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0367946661245)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.948988988288)
#error(trainingdata)error(controldata)slope(error(controldata))
680.037127992819310
epoch 69
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.950589914215)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.951649678275)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.952665491551)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.312677550234)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.947454771969)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.951069976185)
#error(trainingdata)error(controldata)slope(error(controldata))
690.09138955422090
epoch 70
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.952101463207)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.953098111092)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0959731825827)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954071989866)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.955798061826)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.08047235714)
#error(trainingdata)error(controldata)slope(error(controldata))
700.037981356757410
epoch 71
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0326748979987)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0753492467789)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.95358838093)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954316077582)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0558363432763)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.953385369887)
#error(trainingdata)error(controldata)slope(error(controldata))
710.0358267254460
epoch 72
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.954876024591)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.95575699086)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0243347705645)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00864478371271)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00557697063666)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.955569735515)
#error(trainingdata)error(controldata)slope(error(controldata))
720.13114676715410
epoch 73
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00387912457679)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-3.33530270545E-5)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.956379244361)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.957337290433)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.958124737929)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00161842982115)
#error(trainingdata)error(controldata)slope(error(controldata))
730.1410443450560
epoch 74
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.958806964966)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.959649404991)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00305192276201)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00272245526589)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.960374413043)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.961145944342)
#error(trainingdata)error(controldata)slope(error(controldata))
740.15239544000510
epoch 75
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.961797480583)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.962427335236)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.963036330135)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.963625498706)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.964195805892)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.964748154461)
#error(trainingdata)error(controldata)slope(error(controldata))
750.1674170658160
epoch 76
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.965283389968)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965802305249)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.966305644487)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.966794106917)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.967268350189)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.967728993432)
#error(trainingdata)error(controldata)slope(error(controldata))
760.18076926331110
epoch 77
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968176620053)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0146081859537)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00725997686227)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.968928041042)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00452515697144)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.969401395676)
#error(trainingdata)error(controldata)slope(error(controldata))
770.1857355770090
epoch 78
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.969846746891)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00389916481815)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.970252441863)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00274856872604)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00219980486596)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0011438111044)
#error(trainingdata)error(controldata)slope(error(controldata))
780.18891177158910
epoch 79
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97071177084)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971133867332)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00126602613144)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971458295658)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971858248713)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.972197573152)
#error(trainingdata)error(controldata)slope(error(controldata))
790.1981086094330
epoch 80
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00289337583893)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97252930494)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0021803735185)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00187785263434)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.485980398809)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.967944988968)
#error(trainingdata)error(controldata)slope(error(controldata))
800.10626696609410
epoch 81
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97032420568)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.970697814916)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.114508773566)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0962398529799)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0136560924746)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0110786023501)
#error(trainingdata)error(controldata)slope(error(controldata))
810.03606788934480
epoch 82
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970179720158)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00304732337283)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.970507410807)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00206983761321)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970865045572)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00170576924925)
#error(trainingdata)error(controldata)slope(error(controldata))
820.03565148193910
epoch 83
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000557467109168)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971211456612)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0020210877562)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000488638292853)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000287503578262)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.971561811284)
#error(trainingdata)error(controldata)slope(error(controldata))
830.03526451059070
epoch 84
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0713697573644)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0282273224009)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0130430958622)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.97069188804)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0541674378557)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.969933070725)
#error(trainingdata)error(controldata)slope(error(controldata))
840.17027741952110
epoch 85
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970634739598)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0256462085465)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0385552075419)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970516182698)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.97077240203)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.971139056767)
#error(trainingdata)error(controldata)slope(error(controldata))
850.1730215433990
epoch 86
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0282140604906)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.970894504392)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.426895934596)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.164482601939)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968618210436)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0035987627629)
#error(trainingdata)error(controldata)slope(error(controldata))
860.041078610456710
epoch 87
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00204124749232)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.969837225704)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00230690199586)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.00046083367296)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970225159122)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0855937862574)
#error(trainingdata)error(controldata)slope(error(controldata))
870.03261231733940
epoch 88
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968887477594)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0425207156818)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0168317054396)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.067312570609)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0191720292887)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000368389145478)
#error(trainingdata)error(controldata)slope(error(controldata))
880.030694624567910
epoch 89
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0512113724691)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0216574623109)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.966931258551)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0344679095755)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00783754109552)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.967282706737)
#error(trainingdata)error(controldata)slope(error(controldata))
890.02663980335320
epoch 90
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0012556184186)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0332884978638)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0117062272926)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.96712696287)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00738041122289)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.967523579417)
#error(trainingdata)error(controldata)slope(error(controldata))
900.024825578880910
epoch 91
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968013067441)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0239009274135)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00892276087828)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967802066288)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968364077527)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968793798456)
#error(trainingdata)error(controldata)slope(error(controldata))
910.02569686672050
epoch 92
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00495975805377)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0241698211853)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00669597686285)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.968911245057)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00173628108851)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.969292813096)
#error(trainingdata)error(controldata)slope(error(controldata))
920.022360717814110
epoch 93
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.969754741712)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0150045105122)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.969782545446)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.970307994958)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0124739701926)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970611190316)
#error(trainingdata)error(controldata)slope(error(controldata))
930.02108888797580
epoch 94
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970984458848)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971345506938)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00931200907174)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971463831265)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.971910534704)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972248490666)
#error(trainingdata)error(controldata)slope(error(controldata))
940.16916879289810
epoch 95
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.41140191876)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.173642942205)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0569285261351)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.969602839195)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970330042615)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0204551424594)
#error(trainingdata)error(controldata)slope(error(controldata))
950.02966213911150
epoch 96
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0515104672534)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0201207151869)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0339110783673)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.969388341977)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.969694260648)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970088705684)
#error(trainingdata)error(controldata)slope(error(controldata))
960.025000913795610
epoch 97
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0284061612513)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0225328422217)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0253269183413)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969329091626)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0204083357402)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.021078576023)
#error(trainingdata)error(controldata)slope(error(controldata))
970.0227461826090
epoch 98
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00722944184141)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.969256211495)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00557101844175)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969584239881)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970071748966)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00116418930702)
#error(trainingdata)error(controldata)slope(error(controldata))
980.024690907620210
epoch 99
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000563064132528)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.970388123109)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0248010996157)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.970733971076)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0106893105561)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.970780448642)
#error(trainingdata)error(controldata)slope(error(controldata))
990.02154652282940
epoch 100
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0119505418022)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971182449988)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00340245028218)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0101233748208)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971272226366)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00504231937926)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.020556761038710
epoch 101
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00743337430556)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00233648920725)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00619403572434)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.971425632357)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.971859651973)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00240512681965)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.02003780920240
epoch 102
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.972099773176)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.972497575691)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000276465866335)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972774836693)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973142324185)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973451109074)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.075949925858510
epoch 103
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.973752865013)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974047737854)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00367897443575)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.405756673048)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970186069676)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.142976156588)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.04095017574530
epoch 104
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0413181595282)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0548716483)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.972104132048)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0310435813557)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972641737594)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0068001077327)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.027253964356110
epoch 105
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.972823033411)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0024069981365)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0473665211734)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0174390807405)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0329815029013)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0194428808615)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.02291961364540
epoch 106
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.971850623967)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00836408929487)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.972096329264)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0027195887314)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000270772317012)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.972379738838)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.022383705483610
epoch 107
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.972760451653)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00308885591022)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0277862906372)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.010152659083)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972612930788)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972942713828)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.02070906380490
epoch 108
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973256231947)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973562475737)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.973861681859)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.974154092461)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974439938607)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0143687803012)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.020847229164110
epoch 109
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00514494075259)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0207043780156)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9743989861)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0134644916376)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.010381433825)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00377731976695)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.01884898962640
epoch 110
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0126541768598)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974130458642)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00770302804404)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00109943897196)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.974428476114)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974748925861)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.018102524085410
epoch 111
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00894798489816)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.974827278605)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00381280279873)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00846234440865)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00250587451723)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00627335558662)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.0178016150790
epoch 112
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.974925811956)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975262552694)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975524081014)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00184638641505)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0066002721489)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00186408762276)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.017276633908910
epoch 113
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00411241209692)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975608362299)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975919311462)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00465001455745)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976123100401)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97638859755)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.01663919261130
epoch 114
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.976626742648)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00389588545559)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00019942757067)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.976804820578)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.977070890254)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.977295338064)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.016044312680210
epoch 115
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00350649785508)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00291009534415)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.977420551455)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.977683528597)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000779690259622)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00342730397658)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.01568333882980
epoch 116
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.977850221751)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00241084762406)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000289719692697)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000310948076309)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000103719141941)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000394878044229)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.015544075050910
epoch 117
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000506106197902)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978038482447)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.978275694363)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00215655355069)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.431894636429)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.97477692025)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.1138183730180
epoch 118
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.162703646168)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.97657823639)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977423361736)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0323000890073)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.060771753201)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0283027258636)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.02570447729110
epoch 119
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0167501105265)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.976444390106)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0437433479387)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0335898979224)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.976007073634)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0244600035258)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.02003883567380
epoch 120
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.976356308223)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.976543114609)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976778252039)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00745173509733)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0261334432756)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0104572292565)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.018327135689610
epoch 121
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00480931815658)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000414055226724)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976555211799)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0198993963468)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00754865578102)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976431141591)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.01877766454890
epoch 122
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.976734464658)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0161784055946)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0128766229403)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00699950220254)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0089254658709)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0056816106648)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.016867227606810
epoch 123
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.976556326603)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976808088841)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.97703778666)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00549913203657)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.977142670785)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00908226399937)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.01622441496110
epoch 124
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977377687068)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977599193607)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00357563997467)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0001511372669)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00608466773304)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.977671649071)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.015848611040610
epoch 125
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00428591891013)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00476276681507)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.977816406587)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00223129670076)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00399774205464)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.97801464288)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.0154907359330
epoch 126
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00237472367259)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978172619318)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00465056552719)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.978380377742)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00176794683368)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0023862060475)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.015193507182710
epoch 127
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000474445656946)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000314251371934)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.978528205336)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00169541259913)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978722695066)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.978941218538)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.01481707047060
epoch 128
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.979130304773)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00302415418734)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (6.26171849453E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.979273920893)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00138609351434)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.979456013673)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.014413599668810
epoch 129
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00113305219743)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979630818378)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.001079961603)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.979803442235)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.980001837645)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00192140176343)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.01405370827210
epoch 130
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980143507001)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00120019242948)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.980304816884)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.980492955797)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.980655024758)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00273042363266)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.013596024268910
epoch 131
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.980786895201)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0013398838329)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.980935069744)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00103772508498)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000344423673156)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.981082420919)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.01445139615650
epoch 132
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00118270731992)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.116018289313)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0778955690707)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.980811157896)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.017841317049)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.981213581928)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.013533771355510
epoch 133
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981440559669)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00685270605044)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981478369092)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.981667810869)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.981810797386)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.981951603357)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.01296186570280
epoch 134
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00466285237707)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000589245768488)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982051087851)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00112731597091)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982185888343)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982339460186)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.012496241051910
epoch 135
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982472126689)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0025944100294)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982551458984)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0008429499099)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000247907499099)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (3.66852186462E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.01246872045510
epoch 136
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00407523924787)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00105669963635)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00240701623149)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982637486809)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00126870854733)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982757704041)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.01226767341910
epoch 137
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000184116218173)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.982885619674)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.983030696979)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.9831531177)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983273792132)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0016753193079)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.01216281968050
epoch 138
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0054101950184)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983384529294)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983506599776)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000787232568155)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00256496541728)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983595432167)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.01156667352110
epoch 139
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983721573368)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983834181999)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983945242386)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984054773272)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984162806239)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00523069629335)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.01116079851730
epoch 140
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98424908121)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984358434581)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000642799330181)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984439015815)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00324692944608)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984541574452)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.010884629924810
epoch 141
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984651472451)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00060854235839)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00160482438865)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.984729769573)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984840848098)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984938423863)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.01070584288990
epoch 142
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985034753443)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985129848158)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985223731744)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985316427322)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00534379312593)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000699127725392)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.010352884946910
epoch 143
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000723276921119)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.98537213293)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000380403615105)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000958791125857)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000279718916266)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985455604069)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.01023203998340
epoch 144
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985559178724)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985647678)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00232685990674)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98571981789)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00102918443309)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985800621392)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.0099839694632910
Success in 145 training rounds!