epoch 0
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.170809138001)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (-0.0568413220255)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.49360496602)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.59726804267)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.388147143279)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.635191582021)
#error(trainingdata)error(controldata)slope(error(controldata))
00.50537389542510
epoch 1
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.426496434254)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.27575228059)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.161871773513)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.576609632806)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.334699070297)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.621496156629)
#error(trainingdata)error(controldata)slope(error(controldata))
10.5090108592710
epoch 2
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.404647732823)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.63999400225)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.696117681213)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.740920610958)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.772982682028)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.54142339376)
#error(trainingdata)error(controldata)slope(error(controldata))
20.34919259712610
epoch 3
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.153488861883)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.122440618993)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.608592360258)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.704601118054)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.577265620866)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.657071318789)
#error(trainingdata)error(controldata)slope(error(controldata))
30.4322642054560
epoch 4
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.70980735943)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.750476434238)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.129454762622)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.792141681711)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.679293225979)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.75506153926)
#error(trainingdata)error(controldata)slope(error(controldata))
40.26732341789210
epoch 5
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.782637646849)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.804993159555)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.596097121737)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.759478341956)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.704962143847)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.771042362675)
#error(trainingdata)error(controldata)slope(error(controldata))
50.4487835529250
epoch 6
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.812923813123)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.828888992083)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.842498698732)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.335887876261)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.566024656471)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.692813929357)
#error(trainingdata)error(controldata)slope(error(controldata))
60.35428753444910
epoch 7
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.035694479782)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.750000640608)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.611046534256)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.718726054212)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0161640727932)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00458173788028)
#error(trainingdata)error(controldata)slope(error(controldata))
70.2050105724460
epoch 8
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.746564137475)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.783198475452)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0338943843767)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.797567305266)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0274958065265)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00688016641435)
#error(trainingdata)error(controldata)slope(error(controldata))
80.20374273546110
epoch 9
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00179273757643)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000489404836505)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.811225418305)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0188130243323)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.826234552863)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.842301183109)
#error(trainingdata)error(controldata)slope(error(controldata))
90.2221042900340
epoch 10
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.85375225453)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0324693280501)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.492325076006)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.814205358944)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.654612546578)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.817879134506)
#error(trainingdata)error(controldata)slope(error(controldata))
100.18168005503210
epoch 11
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0604720799845)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.838073410826)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0379281817661)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0151587792011)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.843095467801)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.856102718694)
#error(trainingdata)error(controldata)slope(error(controldata))
110.1881802459430
epoch 12
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0262394480403)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.861801096955)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.871527979363)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0259920707381)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00987762703024)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00365177195377)
#error(trainingdata)error(controldata)slope(error(controldata))
120.19263079279710
epoch 13
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0013279305698)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.873874186157)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0118433051194)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.880272324248)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0116161138711)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.885795750938)
#error(trainingdata)error(controldata)slope(error(controldata))
130.2098765593160
epoch 14
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0112265263349)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00197280260928)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.890454576857)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.896739888772)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0145870868475)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.899823856232)
#error(trainingdata)error(controldata)slope(error(controldata))
140.37554852011910
epoch 15
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.904863155336)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.84567055723)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.61495962732)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.863692231971)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.881547163302)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.808087253528)
#error(trainingdata)error(controldata)slope(error(controldata))
150.2493234117780
epoch 16
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.405965458413)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.834536889426)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.308629549594)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.827189665488)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.836893651062)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.193909503561)
#error(trainingdata)error(controldata)slope(error(controldata))
160.22943128420610
epoch 17
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.828436576247)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.313829398234)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.802681828444)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.816781871252)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.832543755115)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.845548984842)
#error(trainingdata)error(controldata)slope(error(controldata))
170.2507948578660
epoch 18
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.259455423056)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.827926878218)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.532811191267)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.833744287036)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.857626801692)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.118361156568)
#error(trainingdata)error(controldata)slope(error(controldata))
180.12962367773310
epoch 19
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.854961627152)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.863925689898)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.87240059563)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0806242718284)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.872279410406)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0471875645577)
#error(trainingdata)error(controldata)slope(error(controldata))
190.2401225061770
epoch 20
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.231397633062)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0694041281407)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.514918572164)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0375252721083)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.360537266158)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.839019461321)
#error(trainingdata)error(controldata)slope(error(controldata))
200.20346778077410
epoch 21
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.755286513322)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.802236910682)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.162082033277)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.233426129976)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.794186658258)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.139980267379)
#error(trainingdata)error(controldata)slope(error(controldata))
210.1806907468020
epoch 22
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.807889336849)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.229644474053)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.132981785733)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.7814488055)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.804502947035)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.822417765544)
#error(trainingdata)error(controldata)slope(error(controldata))
220.15023778221110
epoch 23
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.837107418265)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0992915701445)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.837757109779)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.292027127899)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.846441747584)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.86470588224)
#error(trainingdata)error(controldata)slope(error(controldata))
230.1515435170660
epoch 24
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.119767413473)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.86043428802)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.056736800308)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.861725991699)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.129556851047)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.85852403655)
#error(trainingdata)error(controldata)slope(error(controldata))
240.10369963999910
epoch 25
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0739127432622)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.858874625444)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.868119773554)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.876053127969)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.056628600352)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.877591318575)
#error(trainingdata)error(controldata)slope(error(controldata))
250.08996903785040
epoch 26
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.884562905106)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.104652161713)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.881137875848)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0476257363796)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.881893050372)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0175367349836)
#error(trainingdata)error(controldata)slope(error(controldata))
260.19022528318610
epoch 27
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.888737484918)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0687702589942)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.033984730715)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0252110494033)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.892920682834)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.899332387836)
#error(trainingdata)error(controldata)slope(error(controldata))
270.1794313479410
epoch 28
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.903867984277)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00864861584675)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.100140330048)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.899768690901)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.478024482906)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.901432775204)
#error(trainingdata)error(controldata)slope(error(controldata))
280.38647409958210
epoch 29
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.911829580123)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0624302625454)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.071191761623)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.153752831101)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.049478776106)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.118202472692)
#error(trainingdata)error(controldata)slope(error(controldata))
290.1136187194520
epoch 30
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.864900843425)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.872450284791)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.016021555727)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.877299679372)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.885011677605)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.890981798237)
#error(trainingdata)error(controldata)slope(error(controldata))
300.096326994430810
epoch 31
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0812740234155)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0569512347354)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.88372779104)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0325884519774)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.886620013388)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0218128139124)
#error(trainingdata)error(controldata)slope(error(controldata))
310.167052812550
epoch 32
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00815745623387)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00298752956146)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.889145509459)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0107083745124)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.893971400644)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0103425934706)
#error(trainingdata)error(controldata)slope(error(controldata))
320.07453170868710
epoch 33
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.898238617744)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0099473757735)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.90215027091)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.090405549867)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.900059387014)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.903981447607)
#error(trainingdata)error(controldata)slope(error(controldata))
330.07451927361050
epoch 34
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.908112111584)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0180214339687)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0840799414764)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0442501106445)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.452985940218)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.111792278699)
#error(trainingdata)error(controldata)slope(error(controldata))
340.087055400981610
epoch 35
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0327502408628)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0742029853598)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0309295715849)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.898497329508)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0152398369487)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.902551501863)
#error(trainingdata)error(controldata)slope(error(controldata))
350.07361981217130
epoch 36
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.907295948324)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.911130492299)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.914650253979)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0676565831154)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0362029057582)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0156443224043)
#error(trainingdata)error(controldata)slope(error(controldata))
360.06509963050410
epoch 37
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.909291094297)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0127769627448)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.912055171859)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.915905118007)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.919044969321)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.921952015236)
#error(trainingdata)error(controldata)slope(error(controldata))
370.07171457114470
epoch 38
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.924649266097)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0249989995549)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0116781584871)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.110995819552)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0378032494892)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0307280596763)
#error(trainingdata)error(controldata)slope(error(controldata))
380.060050733502110
epoch 39
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.920971881902)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.924551746897)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00225264801049)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.926771534501)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00221159341156)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.101213692103)
#error(trainingdata)error(controldata)slope(error(controldata))
390.0596925772310
epoch 40
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0396874324349)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.924449808299)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.021515336573)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0153260193463)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.9293998632)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.932117917883)
#error(trainingdata)error(controldata)slope(error(controldata))
400.062649705062610
epoch 41
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.93414261714)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00599741872121)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.935491584592)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.937559486199)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.939267955164)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.940883607402)
#error(trainingdata)error(controldata)slope(error(controldata))
410.3869729014510
epoch 42
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0140949920264)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00600708093767)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00235689050291)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000886456988225)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.941066371461)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.942825970298)
#error(trainingdata)error(controldata)slope(error(controldata))
420.38752531773210
epoch 43
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.944253491047)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0101552204575)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.94502657107)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.470410020322)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.91528832762)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.923599686925)
#error(trainingdata)error(controldata)slope(error(controldata))
430.390663435370
epoch 44
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.926148248937)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.147497819209)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.92105994602)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.922574398674)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.92523595941)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.087118604659)
#error(trainingdata)error(controldata)slope(error(controldata))
440.062030099863510
epoch 45
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.923081332838)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.925139215272)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0512064973344)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0269822647755)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.922807754011)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.925569886101)
#error(trainingdata)error(controldata)slope(error(controldata))
450.05625587979840
epoch 46
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.9280166785)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.930302531913)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0257579572018)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0123533907697)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.930105447873)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00998344176693)
#error(trainingdata)error(controldata)slope(error(controldata))
460.056812238345210
epoch 47
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00318456743914)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00104847731689)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000353354885926)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.931337629176)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0873855552051)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.929046193744)
#error(trainingdata)error(controldata)slope(error(controldata))
470.05368650373910
epoch 48
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.930707417122)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.932825228712)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.934809912061)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.936676736382)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.938436092724)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.940097184051)
#error(trainingdata)error(controldata)slope(error(controldata))
480.062387249044810
epoch 49
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0132143505739)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.941927058058)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.943757913284)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.142618194421)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.49546384139)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.936643090981)
#error(trainingdata)error(controldata)slope(error(controldata))
490.3926904742950
epoch 50
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.116853355662)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0665366114282)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0295826303741)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0118774350165)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0220755504361)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.931636232237)
#error(trainingdata)error(controldata)slope(error(controldata))
500.048085312666510
epoch 51
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0194464345436)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00230381917303)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.932765954511)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0117449009542)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00875817571129)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00133838345923)
#error(trainingdata)error(controldata)slope(error(controldata))
510.04700234959550
epoch 52
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.933535709514)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00428108698684)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (1.68530612727E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.935249309176)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.937391423816)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.939108982778)
#error(trainingdata)error(controldata)slope(error(controldata))
520.1792741618210
epoch 53
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.901009322547)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.912126424626)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.915513239018)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.02139212871)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.919316294916)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00704514456616)
#error(trainingdata)error(controldata)slope(error(controldata))
530.06168365785310
epoch 54
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00714289978803)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.923277466548)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0464651366602)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0182207869092)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.014280839384)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.927227715128)
#error(trainingdata)error(controldata)slope(error(controldata))
540.05021394848110
epoch 55
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0118170703297)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.928874779437)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.931345767648)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.933419411264)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.935368436937)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0181689990626)
#error(trainingdata)error(controldata)slope(error(controldata))
550.04758014146280
epoch 56
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.936152141719)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.938059601012)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0147838656068)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.938880710105)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.94064858037)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.942189615666)
#error(trainingdata)error(controldata)slope(error(controldata))
560.055723761986210
epoch 57
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.943650811722)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0179292416654)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.944159316753)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0114987234546)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.101657410614)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.94060755919)
#error(trainingdata)error(controldata)slope(error(controldata))
570.192294781210
epoch 58
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0332963926436)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.939788877492)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.941333179018)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0474995129633)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.469215628651)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.944006836919)
#error(trainingdata)error(controldata)slope(error(controldata))
580.39878185272410
epoch 59
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.948720837432)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.916577777656)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.114730546607)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0644176798338)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0284971427955)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.911659519803)
#error(trainingdata)error(controldata)slope(error(controldata))
590.08603736717050
epoch 60
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.915342643363)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0206204356315)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.916912465245)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0141978545933)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00507823826213)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.918553816944)
#error(trainingdata)error(controldata)slope(error(controldata))
600.072450928588710
epoch 61
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.114308001855)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.927677206345)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.931566971085)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.93361938563)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.93555651889)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0720498244541)
#error(trainingdata)error(controldata)slope(error(controldata))
610.05200021243660
epoch 62
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00545928622828)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00431455150327)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0330684023522)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.931783627929)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0226155665136)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.932509014122)
#error(trainingdata)error(controldata)slope(error(controldata))
620.047019135364510
epoch 63
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0144218981687)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00327166194569)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.933680056539)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.935962326871)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.937760600786)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.939459083777)
#error(trainingdata)error(controldata)slope(error(controldata))
630.04859223507380
epoch 64
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0541957653219)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0120340339112)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.937333063087)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.939223430609)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.940840669566)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00192106508209)
#error(trainingdata)error(controldata)slope(error(controldata))
640.043641341371510
epoch 65
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.942201953677)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0516200086824)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0200461145341)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0149459191449)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0198239693985)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.941975463581)
#error(trainingdata)error(controldata)slope(error(controldata))
650.04144369274310
epoch 66
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.943860995476)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.039469017404)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0208628752519)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.943823840184)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.945603521341)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.946892647974)
#error(trainingdata)error(controldata)slope(error(controldata))
660.042234253705810
epoch 67
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0509230681549)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0114488526269)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0338321034495)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.010840295151)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.946010726312)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0184223825707)
#error(trainingdata)error(controldata)slope(error(controldata))
670.0387514430310
epoch 68
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.947838286886)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.949361945906)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00468388327638)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00455242309899)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.950638444399)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.951904233212)
#error(trainingdata)error(controldata)slope(error(controldata))
680.044486094232910
epoch 69
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.952908432394)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.953871235398)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.954794477301)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.955680587201)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0123141859763)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.103165633047)
#error(trainingdata)error(controldata)slope(error(controldata))
690.04050314240240
epoch 70
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0342083274144)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0280296683175)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0135395023876)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.954531982002)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.955668020923)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00109583236741)
#error(trainingdata)error(controldata)slope(error(controldata))
700.042539643269310
epoch 71
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000956585802432)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.956371726923)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0825487625288)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0297563406324)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.954830954741)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0178027842466)
#error(trainingdata)error(controldata)slope(error(controldata))
710.03625461630870
epoch 72
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.95644283317)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.957516387858)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00515351229879)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.958315583602)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.9592219857)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0834606154563)
#error(trainingdata)error(controldata)slope(error(controldata))
720.036395575297510
epoch 73
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.957269685426)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.957641870494)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0332003286829)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0207975819887)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.959976761748)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0661223148203)
#error(trainingdata)error(controldata)slope(error(controldata))
730.03479057932060
epoch 74
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.030974910164)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.023250367452)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.01101861819)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.960507390493)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000482957952777)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00168831037191)
#error(trainingdata)error(controldata)slope(error(controldata))
740.034070193542310
epoch 75
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0497187141784)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.959863389272)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.960365159684)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961044370632)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0349454980063)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.96058319816)
#error(trainingdata)error(controldata)slope(error(controldata))
750.03337756425470
epoch 76
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.96115075221)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0295033823122)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.018513120139)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.963076947893)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00395264118004)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.963867398531)
#error(trainingdata)error(controldata)slope(error(controldata))
760.035338469549410
epoch 77
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0609994792386)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.962804605535)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0266608229105)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.963703257601)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0117692066941)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0081152802829)
#error(trainingdata)error(controldata)slope(error(controldata))
770.03109071722250
epoch 78
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.964956182369)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.054691341805)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.964098139249)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0237784975855)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.015073841122)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.965393354443)
#error(trainingdata)error(controldata)slope(error(controldata))
780.029587226579110
epoch 79
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.966072790378)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00140785967104)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0484171032796)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.965297751132)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.01724970987)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.965110481361)
#error(trainingdata)error(controldata)slope(error(controldata))
790.02940350304320
epoch 80
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0277330949759)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.96617504813)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.966891569749)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967362450802)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.967820420845)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0495786801011)
#error(trainingdata)error(controldata)slope(error(controldata))
800.028830478638910
epoch 81
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0280908763153)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0202631925937)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0095131344519)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0038978568179)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.968373434085)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0438222675516)
#error(trainingdata)error(controldata)slope(error(controldata))
810.025031552020
epoch 82
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0164138535697)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.967918122488)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968513358641)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.968938903761)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0064478074163)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.969419475088)
#error(trainingdata)error(controldata)slope(error(controldata))
820.027809122693110
epoch 83
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0437927998088)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.968850090624)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969122218875)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0192596978869)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0122623384128)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970194906459)
#error(trainingdata)error(controldata)slope(error(controldata))
830.02667037560040
epoch 84
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970694293077)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971062424829)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000288663471982)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.97135870026)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0583218922624)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970451026997)
#error(trainingdata)error(controldata)slope(error(controldata))
840.025893538582710
epoch 85
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970618034137)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0227288307218)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.971368974487)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.97187807346)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972216695438)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.972547450389)
#error(trainingdata)error(controldata)slope(error(controldata))
850.02994225105160
epoch 86
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0555488564893)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0136642463715)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.971124399222)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.614421200461)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.124914635555)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.107928516323)
#error(trainingdata)error(controldata)slope(error(controldata))
860.043595997571910
epoch 87
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.967702891067)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0476984504843)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.966565504156)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0660140214247)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968392005255)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.969210964814)
#error(trainingdata)error(controldata)slope(error(controldata))
870.039920080940
epoch 88
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.969617121186)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0595925104102)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968731320235)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0313715219076)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0171157168817)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.967677070083)
#error(trainingdata)error(controldata)slope(error(controldata))
880.026171612441210
epoch 89
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968112885681)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968549841207)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.017382871669)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0168722996763)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.96904496086)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.00464593599381)
#error(trainingdata)error(controldata)slope(error(controldata))
890.02285838420610
epoch 90
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.969482402101)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0157441848259)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00806070394314)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969345716367)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.969775917169)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.97016794417)
#error(trainingdata)error(controldata)slope(error(controldata))
900.021927518209410
epoch 91
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.9705498215)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00908652604295)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00423624574396)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0118009341063)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.970278046901)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00168633391466)
#error(trainingdata)error(controldata)slope(error(controldata))
910.02107903118640
epoch 92
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00202252524356)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97068403079)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00144014107896)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971034757818)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0216157245772)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00461418840517)
#error(trainingdata)error(controldata)slope(error(controldata))
920.021610916255110
epoch 93
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970721798746)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.971127805789)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.971485184417)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00629725283565)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.971897049636)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.972317639051)
#error(trainingdata)error(controldata)slope(error(controldata))
930.0232738134910
epoch 94
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.97264580528)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.972966325783)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0425980633119)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.972362278111)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97255878939)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0155111773568)
#error(trainingdata)error(controldata)slope(error(controldata))
940.022111278959210
epoch 95
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0237917953753)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.972694620051)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0175048180138)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.973229276741)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0254022692629)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0181868335419)
#error(trainingdata)error(controldata)slope(error(controldata))
950.0206696215160
epoch 96
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973321963735)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00902931545476)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00617069669142)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0238772798572)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.973563175896)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0110467998452)
#error(trainingdata)error(controldata)slope(error(controldata))
960.02097577327910
epoch 97
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973546026637)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.973848323234)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0140519514791)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.974337474992)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.974720816033)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974993969277)
#error(trainingdata)error(controldata)slope(error(controldata))
970.02248834652680
epoch 98
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00375569878741)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.975281134822)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0408725073051)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0171766949858)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974924984745)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.975304314936)
#error(trainingdata)error(controldata)slope(error(controldata))
980.0207673788110
epoch 99
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.975564877061)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0301975685644)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.975224566684)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.020552529014)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0127905003384)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975993760388)
#error(trainingdata)error(controldata)slope(error(controldata))
990.02094100288220
epoch 100
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00287159150108)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00250192967651)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9763846461)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.976670511108)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00183358630841)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.976837279843)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.024872207186610
epoch 101
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0461596606667)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0163895947225)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976340938872)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.976679109368)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97691125266)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0299711315268)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.0204591468620
epoch 102
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.976581691518)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.976743818216)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.014771893475)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.976680805631)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.976896583864)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.024543947939)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.019980643293510
epoch 103
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0204604661351)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977202535325)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977387138148)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.977605507321)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977819586696)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.978029560941)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.02167424127530
epoch 104
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.016867320447)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978448500825)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0408131291416)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0237443770947)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0170397912169)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00798815643923)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.019086920419110
epoch 105
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00327071549774)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978823454835)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.979056342964)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00155622503435)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000176275150466)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.979184090141)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.02284828973710
epoch 106
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.979397998782)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979578906169)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.979756669748)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.979931329823)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.967334878775)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.129700741114)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.160087229610
epoch 107
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.972614492305)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.973525982573)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0187305220325)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0307923946569)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973681268534)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973899064522)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.02182097956730
epoch 108
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.020118455313)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.568316236144)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.166467357604)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.972108010214)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971783360784)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.123326655164)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.058040476079810
epoch 109
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.969703136965)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969584021006)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.065877263542)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.968568461774)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.968740071518)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.098195773863)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.04747494571190
epoch 110
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0717008864133)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.970315617229)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0456061999132)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.971356248047)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0683313495581)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.970601087583)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.031368634535510
epoch 111
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0357345426339)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.96994977243)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0192474513274)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969783945725)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97014867338)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0122614972954)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.02702687904080
epoch 112
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00606378255797)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00253638408589)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.969967984679)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970405683338)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970781326198)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.971147505213)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.022230528177610
epoch 113
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97150447234)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00819956138124)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.971641600985)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.972005739672)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972341545567)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972669305414)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.01983714242560
epoch 114
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.972989269846)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.97330171647)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0143433781637)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.973272330577)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.005833987423)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.973415048751)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.019211090194610
epoch 115
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973742230026)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00520973677037)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0129883914172)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00296255716474)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000268603265891)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.973501969464)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.01875477326970
epoch 116
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973852119831)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00231109193746)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0111759319563)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.973929929996)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974222225082)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974506549916)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.019457359921510
epoch 117
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00294230512468)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00259674605089)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.974845681795)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0262014594927)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.974633428318)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0100170954414)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.01884721405680
epoch 118
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.974974052793)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975324135897)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975584326467)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.975839156167)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.976088649203)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000262956235512)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.022827405390910
epoch 119
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000680454480111)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.976299644341)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976580810274)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0025046750602)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000637502094065)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0462514953412)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.02039495023280
epoch 120
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0174178838501)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0137976932506)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.97628848092)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.976618451431)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976851829932)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.977080683551)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.023535299859410
epoch 121
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000657925058879)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0416130545884)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0169101817954)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0131340790858)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00626696283113)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0025844730146)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.019187470380
epoch 122
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000997669685935)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977171896772)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.977433802988)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977651140384)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977864341507)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00438223490589)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.02326086358510
epoch 123
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00177270204095)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.977933700195)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.978168828334)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.978372149251)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0548866463871)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.977638733393)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.02044502072610
epoch 124
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97769423796)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0190738677318)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.978154888164)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.978456400778)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.978654250644)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.978848604507)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.023801580922810
epoch 125
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97903940874)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979226760674)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979410753876)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.979591478545)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0022993977966)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0614440279819)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.02189132304310
epoch 126
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0251124394539)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0194716939577)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.979334264013)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0368281771812)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0208115079739)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.979177814257)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.018062062670410
epoch 127
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.979460201292)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979639909525)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979816605114)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.979990225069)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.980160849789)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980328556686)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.02307721074220
epoch 128
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00655037142369)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0461666909368)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979887976434)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0235760371074)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0143796054239)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.980494078624)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.01985136128310
epoch 129
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980726187453)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00296328634911)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00238546930809)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00114652109611)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0409934452944)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0159324381193)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.01655800470650
epoch 130
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0125171777216)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.980662709045)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0034806693694)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.980905012416)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000923513633305)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.981082718171)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.019399198022610
epoch 131
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000349500295398)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000451352780418)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981238300553)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.981413600961)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0020022057828)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.981512226329)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.02246983961090
epoch 132
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.9816753034)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981818205861)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981958896365)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00413509315973)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982025267133)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.982173169045)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.027896454917710
epoch 133
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.98230837225)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982441532493)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.982572683236)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982701869934)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0066038805226)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0715727212487)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.02051346079780
epoch 134
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981761527887)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981720659016)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0206582220992)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981555812342)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0365217905434)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982086517907)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.019656085253910
epoch 135
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98234741126)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982479825274)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0160427760486)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00991207942492)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00446661816653)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983012985007)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.02432775078920
epoch 136
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.051971062776)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0204014000449)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982573189579)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0130008688316)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00814315693407)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0308322586972)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.015339778442210
epoch 137
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98266151864)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.98272574028)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0136944477416)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0209090801357)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00981384722257)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0152852198437)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.01381428210160
epoch 138
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982939749058)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.983124374734)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0177757898424)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98299991605)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.98309496862)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0130980745943)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.013970924207810
epoch 139
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983344836407)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00584231097234)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0208859390847)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983316899256)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0118045332531)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00742260841513)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.01339381100090
epoch 140
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983625184406)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00149843358155)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00143308379274)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983794362253)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000658877977022)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000175871891149)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.015004435772610
epoch 141
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983902834937)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984031087805)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984139423395)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00246735919914)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984202960565)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984319877844)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.01943806488130
epoch 142
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984424316434)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0032473126204)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984476936811)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984587794401)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.984688677478)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00360254924159)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.022343905139510
epoch 143
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984735277318)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00245576414277)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984800497748)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00187882541505)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0517518703771)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984268583319)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.01774175677140
epoch 144
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984262194631)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0160911962338)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0280775268028)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984417013547)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0188814514962)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984368157046)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.017073401559210
epoch 145
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0221427810174)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.984656329601)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984825804164)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0226948979825)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0189239142324)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984787520437)
#error(trainingdata)error(controldata)slope(error(controldata))
1450.01374715817020
epoch 146
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984946875122)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00946395268448)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985122982818)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.985254226345)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985346499098)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985437652739)
#error(trainingdata)error(controldata)slope(error(controldata))
1460.017530911336210
epoch 147
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00222308518951)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00178958961056)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000860120143444)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000355703437224)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.98557550181)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985678806834)
#error(trainingdata)error(controldata)slope(error(controldata))
1470.02018070321380
epoch 148
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00161654666332)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985736372182)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985832944423)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985918106459)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0504071881639)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985447020143)
#error(trainingdata)error(controldata)slope(error(controldata))
1480.016186018604610
epoch 149
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985435506359)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985525653805)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985614580536)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0206781324729)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985463436448)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985520077608)
#error(trainingdata)error(controldata)slope(error(controldata))
1490.01866281697180
epoch 150
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0262574928222)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985847835008)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0243131692527)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985732194669)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00721356126546)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985686129659)
#error(trainingdata)error(controldata)slope(error(controldata))
1500.018056815782110
epoch 151
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.985770754807)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0251982508619)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986081643267)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.986232235831)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986312585488)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0266528592715)
#error(trainingdata)error(controldata)slope(error(controldata))
1510.01602656766650
epoch 152
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00648045067313)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985975429459)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0254706231181)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.986282439382)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986430086002)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0115945066841)
#error(trainingdata)error(controldata)slope(error(controldata))
1520.01405178534310
epoch 153
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00719127085672)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00324377002542)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00130613966585)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0295149649006)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.98645788827)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.012912942634)
#error(trainingdata)error(controldata)slope(error(controldata))
1530.01180151914920
epoch 154
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0079553946161)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00358162967307)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986738097117)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.986832158355)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.98690566868)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.986978374412)
#error(trainingdata)error(controldata)slope(error(controldata))
1540.015368903242610
epoch 155
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00154299229833)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.987025265605)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.987104939581)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.987175431608)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.987245158876)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.9873141265)
#error(trainingdata)error(controldata)slope(error(controldata))
1550.01945337332480
epoch 156
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.987382346892)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0445300256081)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0132752333902)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.987035038047)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00919508697782)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00577792404104)
#error(trainingdata)error(controldata)slope(error(controldata))
1560.013020789827410
epoch 157
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00261579052316)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.987315767338)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.987400159705)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000668249938162)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.987451021691)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987527160657)
#error(trainingdata)error(controldata)slope(error(controldata))
1570.0165948480910
epoch 158
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0014006919261)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000385332002015)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000111437469566)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (3.38071777943E-5)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.987562586232)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.987638606236)
#error(trainingdata)error(controldata)slope(error(controldata))
1580.017958579745410
epoch 159
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00149244619859)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.987680590055)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98775232647)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00179343229644)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0414709089191)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.98739955733)
#error(trainingdata)error(controldata)slope(error(controldata))
1590.01415479171460
epoch 160
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0175936007599)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.987533199617)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98764425139)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00774740997547)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.987762811727)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987851432853)
#error(trainingdata)error(controldata)slope(error(controldata))
1600.015571185805910
epoch 161
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0316298013243)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0152599309709)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0113807997654)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0166546225147)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987669073199)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0067627235844)
#error(trainingdata)error(controldata)slope(error(controldata))
1610.01198531247390
epoch 162
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.987638067432)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.987700009331)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.987764127035)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.987827572666)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0121964161925)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987979809732)
#error(trainingdata)error(controldata)slope(error(controldata))
1620.01186055173310
epoch 163
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0055908530709)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0205495117939)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.987934051231)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0117261187319)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00721512345229)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00324708262317)
#error(trainingdata)error(controldata)slope(error(controldata))
1630.01075926842640
epoch 164
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.016474707749)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00730495015439)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00555472657724)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0087009771268)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00270731887039)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00722393573054)
#error(trainingdata)error(controldata)slope(error(controldata))
1640.0088782918478710
Success in 165 training rounds!