epoch 0
Training set 0input = (128, 80, 255, 1)desired = (1)output = (-0.319419035004)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.581327519602)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.313360175508)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.616656138272)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.677833861655)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.72846647232)
#error(trainingdata)error(controldata)slope(error(controldata))
00.50507919974110
epoch 1
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.571449268791)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.700185479813)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.741081952637)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.773210125962)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.638758457913)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.115747760664)
#error(trainingdata)error(controldata)slope(error(controldata))
10.3592351874620
epoch 2
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.120823174253)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0992653311345)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.487750720323)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.65112986861)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.172639343832)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.681428405666)
#error(trainingdata)error(controldata)slope(error(controldata))
20.21241687507610
epoch 3
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.746543684902)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.776560569705)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.800217069592)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.818964536893)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.709337420135)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.772846940163)
#error(trainingdata)error(controldata)slope(error(controldata))
30.345029094220
epoch 4
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.796546990483)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.816036864769)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.763731762715)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.380677184883)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.222469643724)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.814057036071)
#error(trainingdata)error(controldata)slope(error(controldata))
40.38280208483410
epoch 5
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.838189804192)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.850159365737)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.860494409546)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.869406946654)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.159705533079)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.791646674607)
#error(trainingdata)error(controldata)slope(error(controldata))
50.3076048320450
epoch 6
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.109413269869)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.816093973204)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.83728462932)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.10654581399)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0695148690841)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.228827172027)
#error(trainingdata)error(controldata)slope(error(controldata))
60.14199243564610
epoch 7
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.839237772376)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.857919387155)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0921397102022)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.865150907916)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.235923776898)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.175063961283)
#error(trainingdata)error(controldata)slope(error(controldata))
70.4255371473920
epoch 8
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.862334049527)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.875687871965)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.882653382604)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.74533999858)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.846011450384)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0157344949543)
#error(trainingdata)error(controldata)slope(error(controldata))
80.37805954035310
epoch 9
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.866409385648)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.875649452977)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.882663775453)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.252069066111)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.87854591749)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.890359515069)
#error(trainingdata)error(controldata)slope(error(controldata))
90.371749101620
epoch 10
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.895727110499)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.900616091384)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.905044716671)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.144029918845)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.907943382755)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.914220013936)
#error(trainingdata)error(controldata)slope(error(controldata))
100.31508347571510
epoch 11
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.860739986276)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.225878326661)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.868825806942)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0370110807494)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.880522249264)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.888705684025)
#error(trainingdata)error(controldata)slope(error(controldata))
110.3312588766640
epoch 12
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.049301208953)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.786097736825)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.872381741928)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.888814423789)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.732656064764)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.853478179443)
#error(trainingdata)error(controldata)slope(error(controldata))
120.13605666867310
epoch 13
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.87375698153)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.880874568713)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.887307983107)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0385019122421)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0179022563313)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.891737073167)
#error(trainingdata)error(controldata)slope(error(controldata))
130.3052215567270
epoch 14
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00372105192094)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.896776710036)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0152155224229)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.735432133964)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.88176609954)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.896416233706)
#error(trainingdata)error(controldata)slope(error(controldata))
140.42201343768410
epoch 15
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.19044724925)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.893944383178)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.902610776831)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.131877549387)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.905688128042)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.912083855153)
#error(trainingdata)error(controldata)slope(error(controldata))
150.4356479784040
epoch 16
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.915507829613)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.918681282836)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.745373209838)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0550292950623)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.898324558963)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.902931113353)
#error(trainingdata)error(controldata)slope(error(controldata))
160.37689952192210
epoch 17
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.90715057091)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.91100153656)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.914531755852)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.917780697044)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00204779021951)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.920298869994)
#error(trainingdata)error(controldata)slope(error(controldata))
170.4289125822090
epoch 18
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.92360199624)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.926180663794)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.928587349373)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.930836303379)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0467284902957)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.932486558984)
#error(trainingdata)error(controldata)slope(error(controldata))
180.55211247384610
epoch 19
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.596567848918)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.673796937394)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.87403068022)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.890039515762)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.895400568487)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.554224796512)
#error(trainingdata)error(controldata)slope(error(controldata))
190.1959440692770
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.869049115875)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00474804212437)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.869079973882)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0196898252698)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.016752519631)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.87727950248)
#error(trainingdata)error(controldata)slope(error(controldata))
200.37061862302610
epoch 21
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.885561113491)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.891466339651)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.896775126676)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.901563023042)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.905905328736)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.325090350167)
#error(trainingdata)error(controldata)slope(error(controldata))
210.2539702072780
epoch 22
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.89032031574)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.542532045042)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.854190215383)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.873615417982)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.880759423987)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.887205561245)
#error(trainingdata)error(controldata)slope(error(controldata))
220.407606471510
epoch 23
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.287329570301)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.872100246228)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.148572183722)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.08326063977)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0370814412435)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.673234846049)
#error(trainingdata)error(controldata)slope(error(controldata))
230.1958436307880
epoch 24
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.790971248876)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.80311268153)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.821507130134)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.836348817705)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.251703473251)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0505469609287)
#error(trainingdata)error(controldata)slope(error(controldata))
240.28893116536410
epoch 25
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.855422635706)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.867661554169)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.875618137551)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.235445450891)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0234736543487)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.031442995063)
#error(trainingdata)error(controldata)slope(error(controldata))
250.1600368990120
epoch 26
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0163820294695)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.785954147387)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0162593925042)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0191835762008)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.807913692355)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.828757963981)
#error(trainingdata)error(controldata)slope(error(controldata))
260.29159689074910
epoch 27
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0524555540245)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0378831292308)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.840856687317)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0299478619979)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.853421933133)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.865588558001)
#error(trainingdata)error(controldata)slope(error(controldata))
270.3696877359480
epoch 28
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.873810024854)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.881054392709)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.887466265409)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0122678628338)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.82899195937)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.845232031763)
#error(trainingdata)error(controldata)slope(error(controldata))
280.12033176033410
epoch 29
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.856235795855)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.865720936521)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.873956992321)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0674609350943)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0736777748691)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.873170719037)
#error(trainingdata)error(controldata)slope(error(controldata))
290.3711634329940
epoch 30
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.883026411047)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.109710394616)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.810029379555)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.827206240202)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.841081141882)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0264586543035)
#error(trainingdata)error(controldata)slope(error(controldata))
300.10750288244510
epoch 31
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.850761176328)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0339746914133)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.861537847522)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.872458676478)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.05333245224)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0361974177269)
#error(trainingdata)error(controldata)slope(error(controldata))
310.0881616507910
epoch 32
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.879225550836)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.887572298368)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0396413527492)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0274880513545)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.892729192892)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.899198621633)
#error(trainingdata)error(controldata)slope(error(controldata))
320.37564083844410
epoch 33
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.903746276984)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0416652430242)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0591664450813)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0883786436274)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.843640694951)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00068149473708)
#error(trainingdata)error(controldata)slope(error(controldata))
330.1429116117530
epoch 34
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00698756030074)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.853189059156)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.864933421417)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.873244316197)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.301643459157)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0729731598874)
#error(trainingdata)error(controldata)slope(error(controldata))
340.11375764422310
epoch 35
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.852626524876)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.862846705002)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.026145964786)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0095470348855)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.869751831671)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00923152522794)
#error(trainingdata)error(controldata)slope(error(controldata))
350.1329311383980
epoch 36
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0106503777329)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.464771297898)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.82165063433)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.847787353827)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0804328947237)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0533730694511)
#error(trainingdata)error(controldata)slope(error(controldata))
360.12278288404410
epoch 37
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.869743426642)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.879754640111)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.886285260776)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.892129547999)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.89737158237)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.902102729372)
#error(trainingdata)error(controldata)slope(error(controldata))
370.1892182775740
epoch 38
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.906396231379)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.910311734924)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0550768298182)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0504530693748)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.914492841588)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.863106520228)
#error(trainingdata)error(controldata)slope(error(controldata))
380.1212619055610
epoch 39
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0218007424411)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.203650698598)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0716152270071)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0573848834517)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.850579741617)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.861441996262)
#error(trainingdata)error(controldata)slope(error(controldata))
390.103968166470
epoch 40
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00398399043403)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00801021489659)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.869904811802)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.879072444962)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0267164683695)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.886596747779)
#error(trainingdata)error(controldata)slope(error(controldata))
400.18657362989610
epoch 41
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.893812439994)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.416241753395)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.300897687048)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.86039428973)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.149543558245)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0360979477741)
#error(trainingdata)error(controldata)slope(error(controldata))
410.1028142608390
epoch 42
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.121718343855)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.865445566305)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0110653545167)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.875199419108)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.883280919472)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.889436495048)
#error(trainingdata)error(controldata)slope(error(controldata))
420.18491428724810
epoch 43
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.894951782197)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.413180600864)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.253883231925)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00846020599868)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0141474490737)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.866711162233)
#error(trainingdata)error(controldata)slope(error(controldata))
430.08773502208160
epoch 44
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.875936593459)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.882917215774)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.889123852441)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.894671200557)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0530658043719)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.902270744271)
#error(trainingdata)error(controldata)slope(error(controldata))
440.18213714239410
epoch 45
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.9080059188)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.413525801033)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.127308242588)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.888742590868)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0450333992661)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0305826572923)
#error(trainingdata)error(controldata)slope(error(controldata))
450.1568976654190
epoch 46
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.901976487177)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.90742934661)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.911247145391)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0379364856919)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.916291135787)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0279821329339)
#error(trainingdata)error(controldata)slope(error(controldata))
460.38039220396810
epoch 47
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0194288115044)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.922668671632)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0533376732435)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.879318632022)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.886127296996)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.345677248564)
#error(trainingdata)error(controldata)slope(error(controldata))
470.1457509612220
epoch 48
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.031804969688)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.860796238027)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00136297191152)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.870523382401)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.879481103883)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.313459420495)
#error(trainingdata)error(controldata)slope(error(controldata))
480.16320899599210
epoch 49
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0738349830215)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.883287550601)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0518240374501)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0255013648917)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0106680712851)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.290897111523)
#error(trainingdata)error(controldata)slope(error(controldata))
490.1454177930130
epoch 50
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.843261442759)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0457074317037)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.864426374016)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0392438891609)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.876920547783)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.885639149885)
#error(trainingdata)error(controldata)slope(error(controldata))
500.12779571673110
epoch 51
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0467730029707)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0317416237321)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0146995063355)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.898178039888)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.903823741929)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.90795496652)
#error(trainingdata)error(controldata)slope(error(controldata))
510.1381641817270
epoch 52
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0321898398101)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0222362937405)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0103324443089)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.915507300143)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.919332363901)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.922213778981)
#error(trainingdata)error(controldata)slope(error(controldata))
520.14903728922610
epoch 53
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0257734969536)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.925729868035)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0207105858963)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.929431255395)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0177583464498)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.932647504628)
#error(trainingdata)error(controldata)slope(error(controldata))
530.1607047643260
epoch 54
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0158960856454)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0117246646527)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.936164093135)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.93835710528)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.940020529336)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.941595633375)
#error(trainingdata)error(controldata)slope(error(controldata))
540.14574370420810
epoch 55
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.312497869749)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.881096006469)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.89326438924)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.898335731714)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000245964366681)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.325700659152)
#error(trainingdata)error(controldata)slope(error(controldata))
550.1625420854450
epoch 56
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.325859453702)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.189092320399)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.853270759833)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0537592694126)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0251873714265)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.859058570653)
#error(trainingdata)error(controldata)slope(error(controldata))
560.15606765006410
epoch 57
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.113587248318)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.852034441468)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.314981189664)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.863088717921)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.878446149555)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.203360365001)
#error(trainingdata)error(controldata)slope(error(controldata))
570.13714980360
epoch 58
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.858712524531)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.87318480475)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.880435586891)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.886917247434)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.892694492649)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.897880152691)
#error(trainingdata)error(controldata)slope(error(controldata))
580.16036033317510
epoch 59
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.902563190093)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.326808234654)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0579729792554)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.905784763105)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.909616644429)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0365864005102)
#error(trainingdata)error(controldata)slope(error(controldata))
590.1206060087520
epoch 60
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.910585145079)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.256407183855)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.889539360528)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0358365685287)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.158591143176)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.88486299868)
#error(trainingdata)error(controldata)slope(error(controldata))
600.14872947971810
epoch 61
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.894368574894)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.899354498277)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.903899834339)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.908032903644)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0949262498029)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.154821776199)
#error(trainingdata)error(controldata)slope(error(controldata))
610.1567428220220
epoch 62
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0847695704595)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.119427710418)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.329040437085)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.065044537642)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0615222942883)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.896771093638)
#error(trainingdata)error(controldata)slope(error(controldata))
620.091870208919610
epoch 63
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.901442615941)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00795939759226)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.904616272432)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00631024495656)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.908983259013)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.161792988865)
#error(trainingdata)error(controldata)slope(error(controldata))
630.1353462682220
epoch 64
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.051105317369)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.903111287448)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.114191692667)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.896782105292)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.904028452249)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0567177727112)
#error(trainingdata)error(controldata)slope(error(controldata))
640.075897615503510
epoch 65
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.910809022459)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0381953861898)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0256104062866)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0118149618075)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.91998632524)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.142250558277)
#error(trainingdata)error(controldata)slope(error(controldata))
650.1483666374410
epoch 66
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.911026365704)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.343721353645)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.915400875129)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.922824716627)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.925432608182)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.927889602057)
#error(trainingdata)error(controldata)slope(error(controldata))
660.11163865239810
epoch 67
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.930183707813)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.228432776718)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0128596634987)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.024808358364)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.91537404525)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.918774480209)
#error(trainingdata)error(controldata)slope(error(controldata))
670.07333328838520
epoch 68
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00286764779816)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0047427376182)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.117758993566)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0276859877943)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00678247565519)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00172088707045)
#error(trainingdata)error(controldata)slope(error(controldata))
680.067360904219810
epoch 69
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.915736323528)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00593321003783)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0849189459623)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0366826155453)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.309321196665)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.909283800106)
#error(trainingdata)error(controldata)slope(error(controldata))
690.1029376093510
epoch 70
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.151771024349)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.902880476651)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0693302659395)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.231137308647)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.124052320425)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.89395072261)
#error(trainingdata)error(controldata)slope(error(controldata))
700.10041974609710
epoch 71
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.901700225254)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.906006073362)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.104724136774)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.899137721523)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0604317634934)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.899206388113)
#error(trainingdata)error(controldata)slope(error(controldata))
710.07282342193980
epoch 72
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.905396026424)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.909384126692)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.913047399463)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0129617339649)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00419531936423)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.914764920687)
#error(trainingdata)error(controldata)slope(error(controldata))
720.061581225146610
epoch 73
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0526540311151)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.913387498423)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.917941475812)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.920921676743)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0381075293845)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.92513948863)
#error(trainingdata)error(controldata)slope(error(controldata))
730.05918947562440
epoch 74
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0270031954795)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.929316922455)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.932163690374)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.027993897666)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.935068720962)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0207413668167)
#error(trainingdata)error(controldata)slope(error(controldata))
740.062726421058110
epoch 75
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0144396573586)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.115125067919)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0305490068365)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.933819462146)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.010504565478)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.936498615859)
#error(trainingdata)error(controldata)slope(error(controldata))
750.05708785425350
epoch 76
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0118130310942)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00919862315083)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0958916154178)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.933095583295)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.93632997589)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0278989724453)
#error(trainingdata)error(controldata)slope(error(controldata))
760.05250848077910
epoch 77
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.938951571484)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.94110646629)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0262766665915)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0881673773628)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0397350388572)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.936434097842)
#error(trainingdata)error(controldata)slope(error(controldata))
770.1569221095470
epoch 78
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.938874264955)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0372003980337)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.937877611861)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.940191733811)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0264384746422)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.386539179043)
#error(trainingdata)error(controldata)slope(error(controldata))
780.38741679854510
epoch 79
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.939328230241)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.944178722386)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.945524897765)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.946819614524)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.948052418786)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.915515038637)
#error(trainingdata)error(controldata)slope(error(controldata))
790.1168696344420
epoch 80
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.924384751125)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.178088377072)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.172951108229)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0400225613302)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.12334089944)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.91449007731)
#error(trainingdata)error(controldata)slope(error(controldata))
800.1538321207410
epoch 81
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.225143558942)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.135050955655)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00513183256011)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0535216958562)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0334430426525)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.124813066973)
#error(trainingdata)error(controldata)slope(error(controldata))
810.08574147717220
epoch 82
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.891999099035)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.900016692909)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.091476040504)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.075552304588)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0902270092821)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0588263636783)
#error(trainingdata)error(controldata)slope(error(controldata))
820.086902734512610
epoch 83
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.886590195599)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.892425613117)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.10300056218)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.896412182778)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.90354676286)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.027569651493)
#error(trainingdata)error(controldata)slope(error(controldata))
830.07616850908030
epoch 84
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0122674519942)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.904199494938)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.908817127709)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0467818087508)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.103097460046)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.907889788116)
#error(trainingdata)error(controldata)slope(error(controldata))
840.074168325457310
epoch 85
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0724416545173)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0272180424552)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00135301459175)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.905241599505)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0300787784397)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.906457669429)
#error(trainingdata)error(controldata)slope(error(controldata))
850.07731970607320
epoch 86
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.911424074612)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.914911760167)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.918131209524)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.921105862426)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0429414672643)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.919942635295)
#error(trainingdata)error(controldata)slope(error(controldata))
860.090275578442310
epoch 87
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0268819467888)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.92114225855)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0186185158736)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.170654765474)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.922478639472)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0838047100324)
#error(trainingdata)error(controldata)slope(error(controldata))
870.0727506288090
epoch 88
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0366726666124)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.100366552578)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0260318638823)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.923331215354)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.069755093419)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.03939674128)
#error(trainingdata)error(controldata)slope(error(controldata))
880.3816704245510
epoch 89
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.924321423752)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.92682743002)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0586154934061)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.928655237292)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0321290514425)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.930075890126)
#error(trainingdata)error(controldata)slope(error(controldata))
890.3841721655330
epoch 90
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00886201625289)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.931508063361)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.933820583978)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.892438872872)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.904989790521)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.908963743468)
#error(trainingdata)error(controldata)slope(error(controldata))
900.078474934409110
epoch 91
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.912662388722)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0527883430189)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0041151886911)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.911860481061)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0107896681426)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.915408550343)
#error(trainingdata)error(controldata)slope(error(controldata))
910.06890888762220
epoch 92
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0151414752611)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.917941118434)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00110021804552)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0888550444113)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.913272451432)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0541610278191)
#error(trainingdata)error(controldata)slope(error(controldata))
920.06669159470210
epoch 93
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0195757311584)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0125481962395)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0541112799079)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.91111154957)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0398574463768)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0400893515816)
#error(trainingdata)error(controldata)slope(error(controldata))
930.06399617769590
epoch 94
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0301816319574)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.910001288579)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0191424273175)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0145625779318)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.916151237131)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.919969702754)
#error(trainingdata)error(controldata)slope(error(controldata))
940.061969417790410
epoch 95
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.922804355444)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.925441680281)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0634530282656)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.92258527994)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.926394383614)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0601897208189)
#error(trainingdata)error(controldata)slope(error(controldata))
950.05901098122940
epoch 96
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0378160946206)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.933468774325)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.936108034261)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.937896171495)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.93958712628)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0376074283675)
#error(trainingdata)error(controldata)slope(error(controldata))
960.06344437499510
epoch 97
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0240695952401)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.12612547276)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.936025202467)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0730291638893)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0286545316131)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.932963957903)
#error(trainingdata)error(controldata)slope(error(controldata))
970.07396150801340
epoch 98
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0269978143655)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.933387918325)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.15478701222)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.935242724993)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0852153673158)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0202022644553)
#error(trainingdata)error(controldata)slope(error(controldata))
980.050354141053310
epoch 99
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.934615927345)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.93699872573)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0140708055548)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0104886794981)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.939580658882)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00800842367464)
#error(trainingdata)error(controldata)slope(error(controldata))
990.05190699740010
epoch 100
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0764026068054)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.936835244058)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.939587736874)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0271568600282)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0179859764774)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00826511285798)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.049460421248910
epoch 101
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.943371373015)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0772800770787)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.940221443267)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0229848959311)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.943350151026)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.945177005505)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.04706248593310
epoch 102
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0604161149972)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.942772666001)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.036973029918)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0460559481042)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.943720942535)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.945719439301)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.045227086830110
epoch 103
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.947002059108)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948226284557)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.949393659005)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0517917648995)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.952003894623)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0714048865889)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.04661128585110
epoch 104
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0285812810058)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0177069719195)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.948068663178)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0522876286513)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0342452972531)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.949725278831)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.04168650074910
epoch 105
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.951264587264)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0410072622769)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0255923489693)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.95449148179)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.955712980447)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0164840543062)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.04214260103590
epoch 106
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0115028371615)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0053651238734)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.957569107276)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.958509501669)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0773171827827)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.955795647952)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.039603627217110
epoch 107
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.957204561092)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0302973447625)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0191245582099)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.959425280175)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0743296740211)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0347840009091)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.0366560017190
epoch 108
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0200238404521)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.955247067805)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0172190698069)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0386504479968)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.956697956517)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0205997730117)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.033703112996610
epoch 109
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.958343665007)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.959347330946)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.960060972739)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0459820567862)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958682057206)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.959829999488)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.03692999276770
epoch 110
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0281677001106)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.010416670546)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0445037588021)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0243340792743)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.959455761138)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0197116393181)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.034583342359310
epoch 111
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.959483967812)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.960430906942)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.038067194458)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.961975043653)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0228542399828)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.963385823339)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.03263713729480
epoch 112
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.964186008932)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.964738068225)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00601914221875)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.965345784214)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.965964598463)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966462858353)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.39635588906310
epoch 113
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.966946721505)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0327294222435)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.020174056057)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.968638424681)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00786858581161)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.952895937363)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.09564925650840
epoch 114
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.953959049186)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0377012431299)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.218953907643)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.952790468421)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.955395559405)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.956252290809)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.096657546777310
epoch 115
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.114523421647)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0478617010146)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0292364232058)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.948703252701)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.95026232376)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.16811262707)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.09327554888780
epoch 116
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0802676821938)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0472249593502)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.094830163102)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0619550201941)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.94334886934)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.94550538686)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.093701250547810
epoch 117
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.199068911529)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0269222595783)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.939301189992)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0226425766953)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0117532724384)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.00674823259326)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.05710286247380
epoch 118
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.942875475805)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00143517801749)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00148801536369)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000510155412781)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.944282048252)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.945854037616)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.061717091622910
epoch 119
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.119668359863)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.946684065865)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0614467409426)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.945478393725)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0799913068416)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.947122491322)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.08431372829450
epoch 120
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.949173073501)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.152515100113)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.944941530173)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00940291711038)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00194093472932)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00156736484522)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.050894229517810
epoch 121
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.944357132317)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.945942284456)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.94721583266)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.948430025464)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0164480714673)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00504012481558)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.0566574367070
epoch 122
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0034324456731)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00184486176753)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.106806220856)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.947961636231)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.950160731401)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.951237156292)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.05728256925710
epoch 123
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.952270667322)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0752575880026)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0940857228416)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.949954178366)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.951925843991)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0706877052097)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.04533590568360
epoch 124
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0282673973318)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0175179941856)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0634061814902)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.947453130426)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.949353154067)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0459068112234)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.04267966849910
epoch 125
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0463743218926)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.948111068472)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0457838239725)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.947173844146)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.948952763961)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0661231776179)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.04540700611840
epoch 126
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.947679714467)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.948540812753)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0058795426498)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.000601834668306)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0007231177861)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.949178685526)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.047934245969510
epoch 127
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0798295854893)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.950158128672)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.920199389235)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.928392428205)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.930621566283)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.125705868113)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.06151268141250
epoch 128
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0191781582371)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.925332495575)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.927988032349)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00106820559561)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.929908225588)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0564171666079)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.047799625498810
epoch 129
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0264676041183)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.937171814915)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.938936053434)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.032522720543)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0220978487579)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0118894583036)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.0429130407510
epoch 130
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.940649069025)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00171970726265)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00290168651784)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.942355760175)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.944019956495)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00773140588733)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.039093291698510
epoch 131
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.94472278201)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.946338384181)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0107247887264)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00255148718156)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00192952181202)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.946655671953)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.03741984757540
epoch 132
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00650814226517)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000792089673118)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000853307238665)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.947528254698)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00573520517826)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.94842935174)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.037432439983410
epoch 133
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00610863157258)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.949312274295)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.950659210884)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00930751321627)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00212462216521)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00163688516321)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.03878123792610
epoch 134
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.950964155318)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0454970904092)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.953450241192)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0295813110451)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.953282231908)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0362807169678)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.037041010017510
epoch 135
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0298412280343)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0264170176756)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.027865644372)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0169627503288)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.954935345664)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00909309802114)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.03563668507440
epoch 136
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00689469879586)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0334886001281)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.954947149568)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0217781257429)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.955039112427)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.956207108689)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.033079207022110
epoch 137
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0164266268194)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0272782088561)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.957048869556)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958156110718)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958912640168)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.95964263986)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.0350811002690
epoch 138
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0272461163021)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.960949607762)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.961877938419)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0482418929472)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0190052458837)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.959938025111)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.032622534575610
epoch 139
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0345241857575)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.961642980318)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.962583880999)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0377520084353)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.961586356834)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.962548666089)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.03315713265910
epoch 140
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0236407849647)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0086096281666)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.961913988089)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0456910781631)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0258877761997)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.962970764907)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.030712987562110
epoch 141
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0202209375791)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0359510171433)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.963918237547)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.964769387687)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0309808578873)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.96405691686)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.02951625509980
epoch 142
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.964874923334)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0333543352375)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.031325841094)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0158489770048)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0258138978134)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.013716558063)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.029001076589810
epoch 143
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.965848922365)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.96650432817)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0101900528109)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.967134363937)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.967725656654)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0114624888252)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.03480072786170
epoch 144
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.968345392688)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0498005868638)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.967143623721)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967934550866)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96837565542)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.968805332054)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.031076268689310
epoch 145
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0328561711446)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0364836987053)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0291960840886)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0151987254676)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96782837456)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0130556305926)
#error(trainingdata)error(controldata)slope(error(controldata))
1450.0255060054430
epoch 146
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0278528809887)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0159695137538)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968166618946)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.968751038466)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0152040274884)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00528822816349)
#error(trainingdata)error(controldata)slope(error(controldata))
1460.024503868074110
epoch 147
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.968498348808)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969019304012)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969431266787)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969832442663)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0125103119748)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0387757953076)
#error(trainingdata)error(controldata)slope(error(controldata))
1470.02533213824850
epoch 148
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970593259347)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.971200433519)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.971555580809)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0257956557604)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972329529802)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.972821272968)
#error(trainingdata)error(controldata)slope(error(controldata))
1480.032793723736710
epoch 149
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973137331229)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973446330461)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.973748195858)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0493014737847)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.019895666952)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972226688747)
#error(trainingdata)error(controldata)slope(error(controldata))
1490.02659909400350
epoch 150
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0382086129381)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0300809360803)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.972632808984)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0260026185766)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.973547503885)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.01559178616)
#error(trainingdata)error(controldata)slope(error(controldata))
1500.025909172476110
epoch 151
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00997077575915)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00453672584705)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.974578390215)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0463339781932)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0144751550355)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00238355869589)
#error(trainingdata)error(controldata)slope(error(controldata))
1510.1042362101740
epoch 152
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.246854998967)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.965365716516)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.112152741888)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.960207087748)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.961673833095)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0621791124366)
#error(trainingdata)error(controldata)slope(error(controldata))
1520.03395889020410
epoch 153
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.95964249085)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.960842712052)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0362689188102)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0138800747081)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.959525854068)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.960434804042)
#error(trainingdata)error(controldata)slope(error(controldata))
1530.06860008719250
epoch 154
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.961110416803)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.150347603627)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.963603962393)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.963432446759)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0904722081664)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0373579501892)
#error(trainingdata)error(controldata)slope(error(controldata))
1540.033027116958110
epoch 155
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0229127890005)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0126181559598)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00713340049088)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.957903909805)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958840996926)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.959573044338)
#error(trainingdata)error(controldata)slope(error(controldata))
1550.02972349050440
epoch 156
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.960279449341)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0162089456927)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0053947893621)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.960048650494)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00791380776736)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00189524417116)
#error(trainingdata)error(controldata)slope(error(controldata))
1560.028010281640110
epoch 157
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.96041329624)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.961211387257)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.961860619598)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0102046997877)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00292973077056)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00204679800762)
#error(trainingdata)error(controldata)slope(error(controldata))
1570.02698190158630
epoch 158
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.961857198854)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.962598676632)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.96320174015)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00955235846916)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.963322958431)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00703061394377)
#error(trainingdata)error(controldata)slope(error(controldata))
1580.025698657997410
epoch 159
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.963688959224)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.964388517733)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.964934515012)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.965464039668)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.965977504937)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966475640057)
#error(trainingdata)error(controldata)slope(error(controldata))
1590.01900729300750
epoch 160
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98834731592)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0144930510974)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00569126772963)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.966287928141)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.988516085564)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.988553811719)
#error(trainingdata)error(controldata)slope(error(controldata))
1600.015328310673310
epoch 161
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00432607155491)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.988582782038)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.988654659198)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.966881650141)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.988876495538)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00101386702726)
#error(trainingdata)error(controldata)slope(error(controldata))
1610.01479485292690
epoch 162
Training set 0input = (208, 0, 49, 1)desired = (0)output = (4.57319755546E-5)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00010031670829)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.988900403659)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.988961116416)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.989012704508)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00268320245733)
#error(trainingdata)error(controldata)slope(error(controldata))
1620.014710376521510
epoch 163
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00150232296037)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.9890673694)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.989123491035)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00264298601387)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00148158418718)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.967799123409)
#error(trainingdata)error(controldata)slope(error(controldata))
1630.01440938343010
epoch 164
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00217112528817)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.989305866005)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000689268251983)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.968239222035)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.989518217783)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.989548925256)
#error(trainingdata)error(controldata)slope(error(controldata))
1640.014096500159410
epoch 165
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.989595163133)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00133725856064)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968829867109)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00199494120343)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.969176317006)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0028833758879)
#error(trainingdata)error(controldata)slope(error(controldata))
1650.0137546428080
epoch 166
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.989877550801)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000247631586695)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000449368156274)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.00020854523121)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.989927710809)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.98997718824)
#error(trainingdata)error(controldata)slope(error(controldata))
1660.013709506007710
epoch 167
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.990019685966)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00262121374845)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.990064425216)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0022441176868)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00128143013872)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000717730967672)
#error(trainingdata)error(controldata)slope(error(controldata))
1670.01354888516660
epoch 168
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.990111572021)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.990158449004)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969996599033)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.990330859629)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0010428895525)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.990353798726)
#error(trainingdata)error(controldata)slope(error(controldata))
1680.013304310282310
epoch 169
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970478475312)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00109648712539)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000576570287306)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000154440829933)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000110990759131)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.990504648045)
#error(trainingdata)error(controldata)slope(error(controldata))
1690.01308887278970
epoch 170
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000634254974454)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.97087975474)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00217076625659)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.990646571857)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.990692720291)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.990729345663)
#error(trainingdata)error(controldata)slope(error(controldata))
1700.012970733936110
epoch 171
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00223856004051)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00125609782593)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000706646685181)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.990768643202)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00100424765128)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000736320053898)
#error(trainingdata)error(controldata)slope(error(controldata))
1710.01280320040320
epoch 172
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.990807929421)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.990848313004)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00185535787534)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.990884125328)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00178292116056)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00105937780122)
#error(trainingdata)error(controldata)slope(error(controldata))
1720.012699835145410
epoch 173
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.990923269095)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00121341255883)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.971744068721)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00180867232425)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000231107257199)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (4.76282532715E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1730.01252779558560
epoch 174
Training set 0input = (228, 105, 116, 1)desired = (0)output = (1.51528688419E-6)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (4.44668074426E-6)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97204028599)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972429338767)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.991271645607)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972746908817)
#error(trainingdata)error(controldata)slope(error(controldata))
1740.012603690036910
epoch 175
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00521392719249)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.99136567892)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.9914093802)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.991440563875)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000469379308029)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973017478035)
#error(trainingdata)error(controldata)slope(error(controldata))
1750.01199708310830
epoch 176
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00207078756251)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.991552877072)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000411975610095)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.973315951058)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00207348628666)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.991669783804)
#error(trainingdata)error(controldata)slope(error(controldata))
1760.011792830102110
epoch 177
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000392712167604)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973606895637)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00205805050442)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-5.84665610848E-5)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.991786555276)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973896241556)
#error(trainingdata)error(controldata)slope(error(controldata))
1770.01158931496420
epoch 178
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00187594142382)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.974122483853)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00251198039273)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.991973305118)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000125857792309)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.974386334923)
#error(trainingdata)error(controldata)slope(error(controldata))
1780.011386142422310
epoch 179
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.992099545718)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000759421893847)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.992109734309)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.992141200809)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00109436625596)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.992166191187)
#error(trainingdata)error(controldata)slope(error(controldata))
1790.01127481956140
epoch 180
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.974781528511)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000873767683637)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97501764504)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00195377092165)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.992339229846)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000350489281633)
#error(trainingdata)error(controldata)slope(error(controldata))
1800.011017306164410
epoch 181
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000407606201628)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975285430045)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00213862559645)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.975489628102)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.992525744064)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975788542149)
#error(trainingdata)error(controldata)slope(error(controldata))
1810.01091508761820
epoch 182
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00332487022899)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000552674926934)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000498110260189)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.992601420836)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.992628826644)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000836330753595)
#error(trainingdata)error(controldata)slope(error(controldata))
1820.010687657469810
epoch 183
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000601706211279)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.992650911477)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976037614388)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.992754839912)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-2.41896114219E-5)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.992765051575)
#error(trainingdata)error(controldata)slope(error(controldata))
1830.01053502206280
epoch 184
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97632406494)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00133323587835)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.992851540416)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000582752668608)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.99287612977)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000957592649159)
#error(trainingdata)error(controldata)slope(error(controldata))
1840.39883088302110
epoch 185
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000644143166511)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00034714770178)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.976618641697)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.988787857145)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.989578711531)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0613140573037)
#error(trainingdata)error(controldata)slope(error(controldata))
1850.0237605851480
epoch 186
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.966772741397)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.989902673984)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.989929237918)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0306895915566)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.990074908372)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.99007493746)
#error(trainingdata)error(controldata)slope(error(controldata))
1860.01875187054610
epoch 187
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968009539407)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.990258714796)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0161802489361)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.990333260723)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00900235496765)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.990379061649)
#error(trainingdata)error(controldata)slope(error(controldata))
1870.01423691569330
epoch 188
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00540532491097)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969422408872)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-7.2083082758E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.990532363877)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.99057624465)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.99061379779)
#error(trainingdata)error(controldata)slope(error(controldata))
1880.013633024115810
epoch 189
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00344241066821)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00176573416849)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.990657421084)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00171542198345)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0010388599864)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.990698379642)
#error(trainingdata)error(controldata)slope(error(controldata))
1890.01331584964050
epoch 190
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.990739301972)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.99077556347)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.990811543352)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00380821153765)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.001912550137)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00110792949849)
#error(trainingdata)error(controldata)slope(error(controldata))
1900.01316885162810
epoch 191
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000618335003985)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000348335154589)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000195767582435)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970495103477)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.990982577465)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00115059353914)
#error(trainingdata)error(controldata)slope(error(controldata))
1910.01298210198670
epoch 192
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970863661904)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.991119296106)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.991139954016)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000698682832802)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.991165629921)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.991204891373)
#error(trainingdata)error(controldata)slope(error(controldata))
1920.012776140311310
epoch 193
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00130372612286)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00084703991696)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000460055200281)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000260986411863)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.991237735758)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000689392381336)
#error(trainingdata)error(controldata)slope(error(controldata))
1930.01270128525910
epoch 194
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.971459796768)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00211012054414)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.99136400604)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.97179764695)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.972177406525)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00365688994872)
#error(trainingdata)error(controldata)slope(error(controldata))
1940.012297564714710
epoch 195
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000561011279001)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000528172133024)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.991581040396)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.991616501754)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.99164619906)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.991675688862)
#error(trainingdata)error(controldata)slope(error(controldata))
1950.01235156687960
epoch 196
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00254080235979)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00135039141572)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000770429367849)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000431611841616)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.972574728492)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00236374393127)
#error(trainingdata)error(controldata)slope(error(controldata))
1960.012062901489710
epoch 197
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.991792451753)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.991828556966)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00103285327627)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000711773650225)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.991856009861)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.991887605519)
#error(trainingdata)error(controldata)slope(error(controldata))
1970.01202967016040
epoch 198
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0016832400896)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.991915844114)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9919457222)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00235311953992)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973143980127)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.992073301714)
#error(trainingdata)error(controldata)slope(error(controldata))
1980.011751408458110
epoch 199
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.992089305656)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00101805029619)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.992114400238)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00124725846618)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00079198454655)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973594148552)
#error(trainingdata)error(controldata)slope(error(controldata))
1990.0116349307520
epoch 200
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00204335149204)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.992219567985)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.973878983786)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00188160708399)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000122688037933)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (9.89990558403E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
2000.011459250747910
epoch 201
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.992325371694)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.97415106469)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00180576925256)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.992424213299)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000450788894666)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000446810174632)
#error(trainingdata)error(controldata)slope(error(controldata))
2010.0113138260320
epoch 202
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000223723455327)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000129708667572)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.992452675576)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.9744697915)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00166357357469)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.974691501976)
#error(trainingdata)error(controldata)slope(error(controldata))
2020.011176019718410
epoch 203
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.992638572206)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00104867688168)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000190333326136)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.992646497546)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.992673213604)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000943611702543)
#error(trainingdata)error(controldata)slope(error(controldata))
2030.01103985356440
epoch 204
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.992694728188)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00115504809656)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000733304391829)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000400391907766)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975105364675)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.992804058061)
#error(trainingdata)error(controldata)slope(error(controldata))
2040.010880689434410
epoch 205
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000833273449834)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.992811356091)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000255101495646)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.992834793167)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000797630400084)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975439540342)
#error(trainingdata)error(controldata)slope(error(controldata))
2050.01078007506870
epoch 206
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00171295452827)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00013697071656)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.992925011464)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000351931534857)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000388086778758)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000191151017436)
#error(trainingdata)error(controldata)slope(error(controldata))
2060.010723253535710
epoch 207
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000111330370867)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-6.2050837781E-5)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-3.49677816309E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.99294764114)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.992971964521)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.992992815001)
#error(trainingdata)error(controldata)slope(error(controldata))
2070.0107518229940
epoch 208
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.993013543226)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00240691336906)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00124815269694)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000716777739944)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975884076729)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.976169969478)
#error(trainingdata)error(controldata)slope(error(controldata))
2080.010661112910110
epoch 209
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.993180243997)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.993191767528)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976422377235)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.993282811833)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00223030437281)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000708737505679)
#error(trainingdata)error(controldata)slope(error(controldata))
2090.0103138368110
epoch 210
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.993286204732)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.993309034778)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000491315614172)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.993326083798)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.993347374269)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00149080582808)
#error(trainingdata)error(controldata)slope(error(controldata))
2100.010261924918710
epoch 211
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.993366614646)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976749357918)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000634867420634)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.993443207826)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000881093162956)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000592561568672)
#error(trainingdata)error(controldata)slope(error(controldata))
2110.01011904365540
epoch 212
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97700782059)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00183279882087)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-3.00622282039E-5)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.993521295217)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977221695076)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00170547728502)
#error(trainingdata)error(controldata)slope(error(controldata))
2120.0099431422074910
Success in 213 training rounds!