epoch 0
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.186298672257)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.274655475523)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (-0.331119701205)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.318458314748)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0670413712479)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0514449594819)
#error(trainingdata)error(controldata)slope(error(controldata))
00.64949179671110
epoch 1
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.370806732381)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.201259684097)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.588244402451)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.655953730082)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.714032063906)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.753262705151)
#error(trainingdata)error(controldata)slope(error(controldata))
10.5523999363240
epoch 2
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.782273183053)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.804677298144)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.778258843738)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.78471893726)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.822526952794)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.724415286069)
#error(trainingdata)error(controldata)slope(error(controldata))
20.37104658374810
epoch 3
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.344567429543)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.665475163777)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.300176110818)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.611588814675)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.832732368286)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.841720898425)
#error(trainingdata)error(controldata)slope(error(controldata))
30.3371248958910
epoch 4
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.853363141993)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.863242840042)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.77087731987)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.13276430752)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.687170596779)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.117579968644)
#error(trainingdata)error(controldata)slope(error(controldata))
40.13862159622310
epoch 5
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0161758953952)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00506722402204)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00261134504474)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000273601304555)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.714680412134)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0959266292981)
#error(trainingdata)error(controldata)slope(error(controldata))
50.1311397017610
epoch 6
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.739573038244)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.775204845208)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.878025393055)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.807099977357)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.693418657139)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0426090566917)
#error(trainingdata)error(controldata)slope(error(controldata))
60.33072267000710
epoch 7
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.874375766027)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00348528265591)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.88086464009)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.773323817746)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.643476977532)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.73529017784)
#error(trainingdata)error(controldata)slope(error(controldata))
70.1147260001010
epoch 8
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00634484727588)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.885989314493)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.775804295459)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.897700684849)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.808226957824)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.767938705993)
#error(trainingdata)error(controldata)slope(error(controldata))
80.32192570640410
epoch 9
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.886076056549)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.748601894434)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.905243318935)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.138658368122)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0352199226479)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.755432421167)
#error(trainingdata)error(controldata)slope(error(controldata))
90.3307968658730
epoch 10
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.073620196403)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.907488378211)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0101402302745)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.77713234772)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.238808239678)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.040658389561)
#error(trainingdata)error(controldata)slope(error(controldata))
100.12303642651610
epoch 11
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.731830780903)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0987286181745)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0136036872176)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00428211283997)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00220152366027)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.748407198379)
#error(trainingdata)error(controldata)slope(error(controldata))
110.3392297525890
epoch 12
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.080984782871)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.909450219201)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.91264421349)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.916045571204)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0188708345454)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0017180320965)
#error(trainingdata)error(controldata)slope(error(controldata))
120.099945641502410
epoch 13
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.918380238851)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0057665908758)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.921318772669)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00462906969541)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00176839218682)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.923949335952)
#error(trainingdata)error(controldata)slope(error(controldata))
130.05181572245470
epoch 14
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00575018221496)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00136647224044)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.926466005362)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00549699976373)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00132749648384)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000782624490133)
#error(trainingdata)error(controldata)slope(error(controldata))
140.05032605946710
epoch 15
Training set 0input = (228, 105, 116, 1)desired = (0)output = (1.04323214749E-5)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (6.04969462087E-5)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-9.02717585493E-5)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (9.12363463775E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-8.8600700524E-5)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.928836101581)
#error(trainingdata)error(controldata)slope(error(controldata))
150.3351186391870
epoch 16
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.812190240392)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.702220860009)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.746281351872)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0544462678367)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.772203662292)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.193536708806)
#error(trainingdata)error(controldata)slope(error(controldata))
160.13150305008710
epoch 17
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0222018959144)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00913268914247)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00415056935729)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.710282100142)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.75853496511)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.159141178849)
#error(trainingdata)error(controldata)slope(error(controldata))
170.1098323869940
epoch 18
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.757578345375)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.931545015317)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.093208569611)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.931889954543)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.777474305003)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0873039425779)
#error(trainingdata)error(controldata)slope(error(controldata))
180.046852930506110
epoch 19
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0131593972814)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.934149649767)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000932802007591)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.935932773277)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.938020108819)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.939702737893)
#error(trainingdata)error(controldata)slope(error(controldata))
190.04194693455790
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.941294898116)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0111605983103)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000749597293849)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.942436414351)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00398568047652)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0010718814832)
#error(trainingdata)error(controldata)slope(error(controldata))
200.039710628099310
epoch 21
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000597539809308)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.943854534157)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00459515453977)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.94523272176)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.946716540984)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.947953477368)
#error(trainingdata)error(controldata)slope(error(controldata))
210.03640477690370
epoch 22
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00795013328999)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000176856732266)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.948866094292)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00356973383814)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.950000522549)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00286198023081)
#error(trainingdata)error(controldata)slope(error(controldata))
220.034614379751810
epoch 23
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.95105949865)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00268621526542)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.952078178476)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00260694326259)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.953054998316)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00254724865555)
#error(trainingdata)error(controldata)slope(error(controldata))
230.03254082101680
epoch 24
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.953991863477)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.955041324381)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.842557160168)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.786102637734)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.948828508772)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.953836167787)
#error(trainingdata)error(controldata)slope(error(controldata))
240.032815499920210
epoch 25
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.9547469587)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.955635008931)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0142461149699)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00211365630444)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.956226727629)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00277530472787)
#error(trainingdata)error(controldata)slope(error(controldata))
250.0303827601470
epoch 26
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00084919795823)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000442814765629)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-4.7196144558E-5)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (2.3154176602E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (9.79577748571E-6)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.957033062179)
#error(trainingdata)error(controldata)slope(error(controldata))
260.029826238053810
epoch 27
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00346494042013)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.957829218917)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.958701069749)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00429309086874)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.959314022797)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.960118692587)
#error(trainingdata)error(controldata)slope(error(controldata))
270.02788200447670
epoch 28
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.960805633281)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00603458233495)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000172286056516)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961317329239)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.962066850446)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.962687444036)
#error(trainingdata)error(controldata)slope(error(controldata))
280.026297056733410
epoch 29
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00594090457836)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.963183637995)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963828840906)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.964392546705)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00582230596293)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.964843654153)
#error(trainingdata)error(controldata)slope(error(controldata))
290.02451283743220
epoch 30
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.965430371588)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965944710244)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.966443817748)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.966928236183)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00848824433662)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00103959480682)
#error(trainingdata)error(controldata)slope(error(controldata))
300.023147059876510
epoch 31
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.967267665618)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.96779746202)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968243005483)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.968676332579)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00625392224539)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.969022948346)
#error(trainingdata)error(controldata)slope(error(controldata))
310.02165783105670
epoch 32
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.969471481688)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00380254848585)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969803173017)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00199968829129)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000541965375865)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000300885583112)
#error(trainingdata)error(controldata)slope(error(controldata))
320.021093481493110
epoch 33
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970169332779)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.970614181729)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00362200166388)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.849608220193)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.235676658931)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.806581174749)
#error(trainingdata)error(controldata)slope(error(controldata))
330.03321485056890
epoch 34
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.969955776791)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0299164916171)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969803225874)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00674870805275)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000693102864927)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970014070412)
#error(trainingdata)error(controldata)slope(error(controldata))
340.020934429841110
epoch 35
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970458977661)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.970833236524)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.971198102438)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.971553806136)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971900692216)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.972239087829)
#error(trainingdata)error(controldata)slope(error(controldata))
350.02050599366910
epoch 36
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00941001970582)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.972506420165)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00288865750887)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000211846193885)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000286170685207)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972776454311)
#error(trainingdata)error(controldata)slope(error(controldata))
360.019046963711510
epoch 37
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973146282687)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973454971041)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.973756638388)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974051425672)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974339567994)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00778833263315)
#error(trainingdata)error(controldata)slope(error(controldata))
370.0180004934320
epoch 38
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00112922191372)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000329429563132)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000175989360874)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.974533366265)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974856216016)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00308062725909)
#error(trainingdata)error(controldata)slope(error(controldata))
380.017620939292410
epoch 39
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-7.65305614439E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975068288893)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975377222817)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.975636354739)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00381133332134)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000141703885298)
#error(trainingdata)error(controldata)slope(error(controldata))
390.01709092506950
epoch 40
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.975831268471)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.976120603228)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00264501076255)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.976322837379)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.976591144779)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00250836274235)
#error(trainingdata)error(controldata)slope(error(controldata))
400.016415523332210
epoch 41
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.976785514111)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977043649534)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977268649108)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0034231965566)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (9.96144837015E-5)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000247952743532)
#error(trainingdata)error(controldata)slope(error(controldata))
410.01595342534580
epoch 42
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-7.24368881708E-5)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.977439515378)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.977692043107)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977904401848)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978112760909)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00462605249832)
#error(trainingdata)error(controldata)slope(error(controldata))
420.015361144721310
epoch 43
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.978280572834)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.978498500979)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.978695697301)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.978889291266)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.979079356655)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.979265989842)
#error(trainingdata)error(controldata)slope(error(controldata))
430.01520150489010
epoch 44
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00631185869081)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979414878399)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979604219359)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00289967149647)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.979750892232)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.979944558775)
#error(trainingdata)error(controldata)slope(error(controldata))
440.014150276558510
epoch 45
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00225496769213)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.980086796415)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.980275902633)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00210948616981)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000134311619393)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000203679163448)
#error(trainingdata)error(controldata)slope(error(controldata))
450.01385390945140
epoch 46
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-4.2211662183E-5)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (5.31930015158E-6)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (4.75995100803E-6)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980408430504)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00152607632177)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980570987915)
#error(trainingdata)error(controldata)slope(error(controldata))
460.013632271736310
epoch 47
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980752994228)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00193500950812)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000162683665489)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980878346101)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00130391482928)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000322312559987)
#error(trainingdata)error(controldata)slope(error(controldata))
470.0134144004480
epoch 48
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981030105647)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00131352164684)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000314416022629)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000186829747517)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981180925711)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.981356521658)
#error(trainingdata)error(controldata)slope(error(controldata))
480.013175119097810
epoch 49
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981504463827)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981650084348)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.981793405918)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0046161800362)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.981908644534)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982057195209)
#error(trainingdata)error(controldata)slope(error(controldata))
490.01270230319680
epoch 50
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00237689962852)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982170619357)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982320956133)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982453906915)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982584871728)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.98271387666)
#error(trainingdata)error(controldata)slope(error(controldata))
500.012489676782610
epoch 51
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982840965681)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00492457644549)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000688816919104)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.00021486380848)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000110969927779)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.982927993376)
#error(trainingdata)error(controldata)slope(error(controldata))
510.01200622042030
epoch 52
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983072153368)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00204592210847)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983173148098)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00108965004346)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000296645129911)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983284837846)
#error(trainingdata)error(controldata)slope(error(controldata))
520.011749802108910
epoch 53
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983423491596)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.983540277785)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00256904930776)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983635376554)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983760873327)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98387293579)
#error(trainingdata)error(controldata)slope(error(controldata))
530.01146785497050
epoch 54
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983983461254)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984092468284)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984199988154)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984306051273)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984410687217)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984513924769)
#error(trainingdata)error(controldata)slope(error(controldata))
540.011834327902110
epoch 55
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00659005128846)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984595491522)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00184590916412)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.984679248784)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00098788211629)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.98477398916)
#error(trainingdata)error(controldata)slope(error(controldata))
550.01070334846880
epoch 56
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000828879621941)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000308004870262)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000146391620782)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-1.34214374864E-5)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.984869060857)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984981934533)
#error(trainingdata)error(controldata)slope(error(controldata))
560.010629940572110
epoch 57
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.001820961918)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985061310188)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985166997572)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00160016423414)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-9.36516799147E-5)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985240843552)
#error(trainingdata)error(controldata)slope(error(controldata))
570.01038416472520
epoch 58
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000996115075699)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000248113689664)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985330881169)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00100952079497)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985422314366)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00080441984812)
#error(trainingdata)error(controldata)slope(error(controldata))
580.01024817287810
epoch 59
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000291582559639)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985508144561)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985612271535)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00161695714638)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-7.36521894229E-5)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985681525957)
#error(trainingdata)error(controldata)slope(error(controldata))
590.01007622668020
epoch 60
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98578267874)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00157012853966)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985853859269)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.905376783332)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982975531941)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984250761079)
#error(trainingdata)error(controldata)slope(error(controldata))
600.49399850240210
epoch 61
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984354859346)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.195651201358)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98455810338)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.043077157576)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0118163753801)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000365757227165)
#error(trainingdata)error(controldata)slope(error(controldata))
610.01043991664540
epoch 62
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00104027460848)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000241212027578)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-2.05067363811E-5)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985267831113)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.985374818588)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00174010555278)
#error(trainingdata)error(controldata)slope(error(controldata))
620.01028839887410
epoch 63
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-4.99666803123E-5)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000152199358544)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985446302906)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00110135390936)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985536021471)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985636569508)
#error(trainingdata)error(controldata)slope(error(controldata))
630.01014501907010
epoch 64
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00142901005322)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985709320463)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985806691304)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985892170433)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00207595373284)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985961978101)
#error(trainingdata)error(controldata)slope(error(controldata))
640.0098850055054610
Success in 65 training rounds!