epoch 0
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.145950231843)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.542617319808)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.233845557606)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.555574000026)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.316894745157)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.192378846139)
#error(trainingdata)error(controldata)slope(error(controldata))
00.63424950123910
epoch 1
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.109778998743)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.56163135297)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.637042206283)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.701891718223)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.7445800439)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.775733279835)
#error(trainingdata)error(controldata)slope(error(controldata))
10.5199399769410
epoch 2
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.642609886129)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.73483060965)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.578736544285)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.423378491835)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.272354859653)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.604416722284)
#error(trainingdata)error(controldata)slope(error(controldata))
20.52770674744810
epoch 3
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.668743625961)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.47520412368)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.50659463959)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.670912447556)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.719673720232)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.558747677322)
#error(trainingdata)error(controldata)slope(error(controldata))
30.5095295973590
epoch 4
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.401916308169)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.254268977119)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.600011931384)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.370974608619)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.147482736062)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.203861467291)
#error(trainingdata)error(controldata)slope(error(controldata))
40.46024343905410
epoch 5
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.563742144197)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.643549590974)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.705725323433)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.402704598643)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.466966805431)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.622534873143)
#error(trainingdata)error(controldata)slope(error(controldata))
50.4513146203040
epoch 6
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.689285404849)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.735910039839)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.582546764363)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.705201408167)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0467333143872)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.738544316879)
#error(trainingdata)error(controldata)slope(error(controldata))
60.50181737261310
epoch 7
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.778986472967)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.649008542166)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.729391460598)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.756734179751)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.668177741372)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.777259093895)
#error(trainingdata)error(controldata)slope(error(controldata))
70.4082674362780
epoch 8
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.671772593853)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.750784704677)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.779329959323)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.802396788798)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.683585054823)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.75752748102)
#error(trainingdata)error(controldata)slope(error(controldata))
80.46483262828910
epoch 9
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.784551417505)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.806500607739)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.824048852839)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.838456537114)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.739884304863)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.792079831913)
#error(trainingdata)error(controldata)slope(error(controldata))
90.2942515036620
epoch 10
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.19809152782)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.421287690009)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.619994573026)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.183068402177)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.681797575608)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.452942908746)
#error(trainingdata)error(controldata)slope(error(controldata))
100.281707260110
epoch 11
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.233866323948)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.654672635147)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.733040786428)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.766232511889)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.792213252334)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.812551348422)
#error(trainingdata)error(controldata)slope(error(controldata))
110.4807850562330
epoch 12
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.8289823337)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.842568903592)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.854014642532)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.863804779918)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.872285623903)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.879711470601)
#error(trainingdata)error(controldata)slope(error(controldata))
120.53887739933110
epoch 13
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.677514259833)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.843040863747)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.846669360618)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.492219018307)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.668034010389)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.796779844749)
#error(trainingdata)error(controldata)slope(error(controldata))
130.2949503036730
epoch 14
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.308152115776)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.791475296857)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.602527221112)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.801686550883)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.834166577203)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.846644858576)
#error(trainingdata)error(controldata)slope(error(controldata))
140.40376935360510
epoch 15
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.301630370916)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.100463025553)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.805013988128)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.823483738438)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.837977882015)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.739124948449)
#error(trainingdata)error(controldata)slope(error(controldata))
150.3162565684080
epoch 16
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.791588384151)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.811491955841)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.828128714977)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.841855915952)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.853409260208)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.863283587073)
#error(trainingdata)error(controldata)slope(error(controldata))
160.17483823632210
epoch 17
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.871831659702)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.879312123119)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.80469283828)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.465887936274)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.836340421266)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.297578256159)
#error(trainingdata)error(controldata)slope(error(controldata))
170.2625680960170
epoch 18
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0977736100086)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.444744196722)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.135552833687)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.800068974203)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.81873843105)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.322590837765)
#error(trainingdata)error(controldata)slope(error(controldata))
180.21726194294710
epoch 19
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.833433231082)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.323485238885)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.111676459751)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00749442280395)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.792928200203)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0547814068114)
#error(trainingdata)error(controldata)slope(error(controldata))
190.2525187870470
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.806306236868)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.825643052233)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.101430636046)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.825753921238)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.379010570655)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.839727204755)
#error(trainingdata)error(controldata)slope(error(controldata))
200.20074735961610
epoch 21
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.247348178833)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.833834913744)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.843575944314)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.854922293021)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.17254673119)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.36213943919)
#error(trainingdata)error(controldata)slope(error(controldata))
210.3720956261020
epoch 22
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.843886211891)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.218269817092)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0611199822659)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.828150306853)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0445338067392)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00427291024369)
#error(trainingdata)error(controldata)slope(error(controldata))
220.11730634416410
epoch 23
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.834121789618)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.849000554021)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0804385207375)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.849569691601)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0511766301655)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00715876234908)
#error(trainingdata)error(controldata)slope(error(controldata))
230.1050666992760
epoch 24
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00222175074959)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00115033809789)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.851673511434)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.863551607632)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0731776081881)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.863839492478)
#error(trainingdata)error(controldata)slope(error(controldata))
240.095850655041410
epoch 25
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.872373827677)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0748836462581)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.871999291846)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.879378616776)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.885979202139)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0967273615967)
#error(trainingdata)error(controldata)slope(error(controldata))
250.1934610651670
epoch 26
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.883165941653)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0453547656852)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00723067202269)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00174054546048)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.44838832467)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.138462183311)
#error(trainingdata)error(controldata)slope(error(controldata))
260.37111523794910
epoch 27
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0682547181531)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.870878445174)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.878526314252)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0647644595123)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0122508533152)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00197228753703)
#error(trainingdata)error(controldata)slope(error(controldata))
270.3683065154190
epoch 28
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.876385995422)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.235147299893)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.840851932315)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.859314286865)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.868283788814)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0863267066979)
#error(trainingdata)error(controldata)slope(error(controldata))
280.094816187429910
epoch 29
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0177655672049)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00222985563055)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.863530113257)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.87353811035)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0647960604416)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0120233787708)
#error(trainingdata)error(controldata)slope(error(controldata))
290.09076280237720
epoch 30
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00203403496146)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.871612771387)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.880426912207)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0608628567856)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.880805054574)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.887300886078)
#error(trainingdata)error(controldata)slope(error(controldata))
300.088120849165710
epoch 31
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.893037218904)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.898188838616)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.110154364312)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0260879821477)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.00190434812649)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.890032254387)
#error(trainingdata)error(controldata)slope(error(controldata))
310.07566458383290
epoch 32
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0268939411331)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.89353201346)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0287646116049)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00331851554965)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.895436899403)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.901123571254)
#error(trainingdata)error(controldata)slope(error(controldata))
320.07488138774910
epoch 33
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0477915675311)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.446005953938)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.902125686177)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.912205422159)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.215213758352)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0630839336969)
#error(trainingdata)error(controldata)slope(error(controldata))
330.07526977310030
epoch 34
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.89355270881)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.898541119335)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.90316305403)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.90736150447)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0875051211413)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.019895759949)
#error(trainingdata)error(controldata)slope(error(controldata))
340.06922906668110
epoch 35
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.902111238878)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.906835070938)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0427333670207)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.907269286322)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0283097161555)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.908705353973)
#error(trainingdata)error(controldata)slope(error(controldata))
350.06428484541010
epoch 36
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.91266377342)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.916058210764)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0624352974321)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0132982921006)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00151532245373)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.913194608537)
#error(trainingdata)error(controldata)slope(error(controldata))
360.060465229843310
epoch 37
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0210553884745)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00216664679293)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00112034498904)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.9149389105)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.918701217286)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.9216297834)
#error(trainingdata)error(controldata)slope(error(controldata))
370.06651704571380
epoch 38
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.924349909587)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.926880268682)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0876372829368)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.465818352427)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.924276405091)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.203900125106)
#error(trainingdata)error(controldata)slope(error(controldata))
380.070133846654610
epoch 39
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.920345373929)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.921287251068)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.080734911658)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.919001246118)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.921427834896)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0498058139983)
#error(trainingdata)error(controldata)slope(error(controldata))
390.05637874115820
epoch 40
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.920912532581)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.923557657944)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0427288417777)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0083148956387)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.922405437572)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.925413568717)
#error(trainingdata)error(controldata)slope(error(controldata))
400.056327087308810
epoch 41
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0338034816911)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.925664051461)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0221589012268)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00298275742753)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.926151521515)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.928922843921)
#error(trainingdata)error(controldata)slope(error(controldata))
410.05386829953440
epoch 42
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0326037476887)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00585884287503)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.92845760729)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0165003285809)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00162045633821)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.929558990204)
#error(trainingdata)error(controldata)slope(error(controldata))
420.049454918200210
epoch 43
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0167165147773)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.930899143129)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0177578172213)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.931959247628)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0177083509075)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00207956240532)
#error(trainingdata)error(controldata)slope(error(controldata))
430.04761095159920
epoch 44
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000875527816794)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000394002205299)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.932723860148)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.935044507457)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.936895895571)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0438981905881)
#error(trainingdata)error(controldata)slope(error(controldata))
440.045476198464110
epoch 45
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.936344619849)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0215438519114)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.936715067267)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0173124586416)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00216946142585)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.937215652077)
#error(trainingdata)error(controldata)slope(error(controldata))
450.04421727191880
epoch 46
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0146456617049)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.938270543876)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0156755864876)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.001805091162)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000784408644101)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.938902030576)
#error(trainingdata)error(controldata)slope(error(controldata))
460.043157522604510
epoch 47
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.94081179709)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0273084793287)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00494910138764)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000896153214726)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.940448048003)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.942261628283)
#error(trainingdata)error(controldata)slope(error(controldata))
470.04392572362730
epoch 48
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.943717910405)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.945101506284)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0494908909509)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.944208127591)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0207989065051)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.944304349279)
#error(trainingdata)error(controldata)slope(error(controldata))
480.039916401417410
epoch 49
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0154458437829)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00198566358321)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000719091692358)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.944661353131)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0133466291911)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.945474693252)
#error(trainingdata)error(controldata)slope(error(controldata))
490.03881396613750
epoch 50
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.946872647057)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948102529341)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0356392049623)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00742973923273)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000915345427122)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.94712354203)
#error(trainingdata)error(controldata)slope(error(controldata))
500.03739466931210
epoch 51
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0122220391204)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00125646574276)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000650933773536)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000269760171346)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.947767912393)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.949151865325)
#error(trainingdata)error(controldata)slope(error(controldata))
510.03884637003850
epoch 52
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.950276412078)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.951351718702)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0437115545905)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.009695891784)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.949949919313)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0104922932752)
#error(trainingdata)error(controldata)slope(error(controldata))
520.034946319675610
epoch 53
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.950586937735)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0121460072924)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.951135399374)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.952251405162)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0221899026487)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00405748973774)
#error(trainingdata)error(controldata)slope(error(controldata))
530.2306142010830
epoch 54
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.951995461532)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0106567236653)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.952597139752)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.558190740199)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.166133598836)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.951654018001)
#error(trainingdata)error(controldata)slope(error(controldata))
540.39272652722410
epoch 55
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0799625564459)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.019588886311)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00125509751)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.94700571884)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.230136222749)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.931511427892)
#error(trainingdata)error(controldata)slope(error(controldata))
550.04524876803260
epoch 56
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00361816431035)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0034896494613)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000617905037645)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000118512993709)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (8.02457641168E-5)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.936224637504)
#error(trainingdata)error(controldata)slope(error(controldata))
560.045055924698210
epoch 57
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0159143970974)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00178491499367)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.937050312404)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.01473316705)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.938112594908)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.939928538013)
#error(trainingdata)error(controldata)slope(error(controldata))
570.04596086591630
epoch 58
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0283456604248)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.94001675809)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.941592692661)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.943084787382)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.041944646642)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00890205134755)
#error(trainingdata)error(controldata)slope(error(controldata))
580.041182275913610
epoch 59
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.941768653215)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0126626023388)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.942646309681)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0143201093531)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00162648846294)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000722482111063)
#error(trainingdata)error(controldata)slope(error(controldata))
590.04015968942240
epoch 60
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000317964475748)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-2.48722594783E-5)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.943230071566)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.944867870681)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0255372931842)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.944953600045)
#error(trainingdata)error(controldata)slope(error(controldata))
600.039668477452610
epoch 61
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.946278334795)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0273521585674)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00517706913035)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.945824705719)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0120710747399)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.946592957059)
#error(trainingdata)error(controldata)slope(error(controldata))
610.03799747138580
epoch 62
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0133220862872)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.947225863304)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0134105321113)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.947822123607)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.949094698478)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.950222252115)
#error(trainingdata)error(controldata)slope(error(controldata))
620.042065409057910
epoch 63
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.951299939302)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0442307628653)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.950574935075)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.951476460055)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.952500280641)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0382187030122)
#error(trainingdata)error(controldata)slope(error(controldata))
630.03445423665160
epoch 64
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00828259559679)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000898949644221)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.95136844497)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0110400453407)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.952015514212)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0119262214046)
#error(trainingdata)error(controldata)slope(error(controldata))
640.033587321620610
epoch 65
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00136992845704)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000597777993413)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.95239415183)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0113793027911)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952991101102)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0117719728223)
#error(trainingdata)error(controldata)slope(error(controldata))
650.2163309286410
epoch 66
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.953467142017)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0117436905781)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00137841710688)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00058097436411)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000261326698225)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-2.14670272491E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
660.071737586203610
epoch 67
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.953820141265)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.954895776664)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0205235771098)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954955454368)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.528196119056)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.956391730965)
#error(trainingdata)error(controldata)slope(error(controldata))
670.4103747941920
epoch 68
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.959968204411)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0247882591127)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0277888268137)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00922970346004)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.938456065153)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.01474365877)
#error(trainingdata)error(controldata)slope(error(controldata))
680.042876761858910
epoch 69
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.939383418721)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.941120857607)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0277898310218)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00508775424332)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.940727211899)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.942470048282)
#error(trainingdata)error(controldata)slope(error(controldata))
690.04354202882960
epoch 70
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.943915894846)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0371402861023)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00766172278946)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.942896433599)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0125190923495)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.943743764433)
#error(trainingdata)error(controldata)slope(error(controldata))
700.039971331983710
epoch 71
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.945244709449)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.946552440292)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.947797882327)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.047428436091)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0105486382667)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.946160075309)
#error(trainingdata)error(controldata)slope(error(controldata))
710.03795060438160
epoch 72
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.947543809797)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.948742206038)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0328966673052)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.948464825135)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0167283970897)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.94873606461)
#error(trainingdata)error(controldata)slope(error(controldata))
720.036702452289210
epoch 73
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.013700836714)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.949241375291)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.950439139818)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0232954447021)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.950489713555)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0145079065058)
#error(trainingdata)error(controldata)slope(error(controldata))
730.03477713832820
epoch 74
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.950857711678)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0128209368086)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00155814221964)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000620385249412)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000285951488278)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-2.47166111924E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
740.034494712724410
epoch 75
Training set 0input = (248, 80, 68, 1)desired = (0)output = (1.64497979037E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.95121670542)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0119089382265)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.951831296114)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952915567951)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.953877794337)
#error(trainingdata)error(controldata)slope(error(controldata))
750.03889586698760
epoch 76
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.954800770678)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.955686630148)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0497464877305)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954764316396)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.955451051005)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0276550124934)
#error(trainingdata)error(controldata)slope(error(controldata))
760.20182390808310
epoch 77
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.955265585951)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.487119480464)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.158595193349)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0763495799283)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.950349274127)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.951018620337)
#error(trainingdata)error(controldata)slope(error(controldata))
770.03796069816430
epoch 78
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0241677741393)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0045274193904)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000755064304382)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000558503250378)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.95069647433)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0120000828022)
#error(trainingdata)error(controldata)slope(error(controldata))
780.03442752553410
epoch 79
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00133805548359)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.951190873884)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0111918392293)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0011467419824)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000597080394028)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000246980363851)
#error(trainingdata)error(controldata)slope(error(controldata))
790.03413712930720
epoch 80
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.951722811555)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.952901788258)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0214928944918)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.952966855548)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0136286074874)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00185018902351)
#error(trainingdata)error(controldata)slope(error(controldata))
800.033136419020310
epoch 81
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000609030095582)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000306362672929)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-3.09319362403E-5)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.953168044295)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.954274854809)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.95518122195)
#error(trainingdata)error(controldata)slope(error(controldata))
810.03764682405290
epoch 82
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0300523054618)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.954918676422)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0147697873167)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.955104890672)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0119335914187)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00149081377418)
#error(trainingdata)error(controldata)slope(error(controldata))
820.03157181158110
epoch 83
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.955354315367)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0101416891986)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00103377499243)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000542468955615)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000223744007078)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-1.4775950183E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
830.03125446751090
epoch 84
Training set 0input = (208, 0, 49, 1)desired = (0)output = (1.40577726183E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.955799150785)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.956782935051)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.957591274491)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0282838293451)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00585925749997)
#error(trainingdata)error(controldata)slope(error(controldata))
840.030422552809510
epoch 85
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.956982330774)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00920192970386)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000851383993187)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.957368918375)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00972558013099)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00100241873434)
#error(trainingdata)error(controldata)slope(error(controldata))
850.02987540827010
epoch 86
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000517342823891)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.957762585947)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.010033908625)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00109766885084)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.958129863947)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.959004182575)
#error(trainingdata)error(controldata)slope(error(controldata))
860.031160417536910
epoch 87
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959730524404)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0261316899363)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00537577832363)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000691239070595)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.95919813923)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00928485941518)
#error(trainingdata)error(controldata)slope(error(controldata))
870.02854232096920
epoch 88
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000957203825528)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000493850745977)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.959567625381)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00957937396154)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.959995057501)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00991723543607)
#error(trainingdata)error(controldata)slope(error(controldata))
880.028057341185710
epoch 89
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00115197448411)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.960241823945)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.961028264352)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0169399213965)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.961091254215)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0110224570982)
#error(trainingdata)error(controldata)slope(error(controldata))
890.02736481135360
epoch 90
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00148110360194)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000496598978411)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.961224291506)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961981467784)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0168626482043)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00303676404604)
#error(trainingdata)error(controldata)slope(error(controldata))
900.026983046087110
epoch 91
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000559039570338)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00038828933961)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-5.62321394243E-5)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961860336235)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00918189111556)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.962232538036)
#error(trainingdata)error(controldata)slope(error(controldata))
910.0270602605460
epoch 92
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00936291700633)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00109201325928)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.962449738696)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00845910664387)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000864948712953)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.962746090787)
#error(trainingdata)error(controldata)slope(error(controldata))
920.026530241925610
epoch 93
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.963436526315)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.964012597274)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.964570683602)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0303621449631)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96422411005)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0128042647055)
#error(trainingdata)error(controldata)slope(error(controldata))
930.02530779197840
epoch 94
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00206273868781)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00048785173701)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000291859960847)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-3.68554868157E-5)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (1.37663682521E-5)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.964156212087)
#error(trainingdata)error(controldata)slope(error(controldata))
940.025620358963810
epoch 95
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00858552361716)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000961758319537)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.964410819654)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00800227905426)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000819494434721)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.9646766331)
#error(trainingdata)error(controldata)slope(error(controldata))
950.02517576448420
epoch 96
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00795636472241)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965003707295)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00854763387675)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.965268352142)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.965825759244)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0155294179309)
#error(trainingdata)error(controldata)slope(error(controldata))
960.024227534525510
epoch 97
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00283272945095)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000505519775162)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.965696087242)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00787506245931)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.966007172638)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00831889619614)
#error(trainingdata)error(controldata)slope(error(controldata))
970.02387094858290
epoch 98
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000961342917181)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000415515505734)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.966191994283)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0079165526237)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000863514765141)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.966426141131)
#error(trainingdata)error(controldata)slope(error(controldata))
980.023944953479810
epoch 99
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00753174189523)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.966720992138)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.967235490459)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967696976936)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0212690797581)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00440071370874)
#error(trainingdata)error(controldata)slope(error(controldata))
990.02309292664350
epoch 100
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.967346411343)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.967856614401)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0133697217806)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967910535482)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968358011588)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0153085272197)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.022465079242410
epoch 101
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00286893730447)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000478446135982)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.96821192054)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00724772039842)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000764300107829)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000381068649747)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.02232349369070
epoch 102
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968430219037)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00737921718852)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00080657016251)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000380596406871)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968638507535)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00732405652331)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.022002648574910
epoch 103
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000799902802215)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000377917797026)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000162250866968)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.968849813303)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.969334622874)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.013591946539)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.02173263850490
epoch 104
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00245746960885)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.96924163927)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.969701697934)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0127721280624)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96974493329)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970141201914)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.023208541463610
epoch 105
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0144369073063)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.002707344159)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000450781086655)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000333789113655)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-5.07227298189E-5)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970022754131)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.02148043091860
epoch 106
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970470862529)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0130786033429)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.970497660023)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00831481026972)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00112607478771)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000372357840792)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.020811210611410
epoch 107
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970569097143)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.971002321126)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0126571903191)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971031975355)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0081260145552)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00109653113307)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.02043719778410
epoch 108
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000364938714141)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971102644245)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97152013644)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.971867728588)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972206926672)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0236621974717)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.020141356843110
epoch 109
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.97199309856)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00992647944685)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00160027646823)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000377963814052)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.971942530176)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00644250503399)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.01970033809780
epoch 110
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000691834575555)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000335501653516)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.972109292752)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972497844451)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.9728217642)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.973138135368)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.024772623470910
epoch 111
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0228541038102)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.005014928302)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00052335690561)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000537257072119)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-9.78184639068E-5)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (1.75477517413E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.01927222329850
epoch 112
Training set 0input = (228, 105, 116, 1)desired = (0)output = (1.23878924956E-5)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (1.81703191215E-6)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-5.18603102129E-7)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972744547033)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.973114037871)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0118363948301)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.01905527185810
epoch 113
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.973136757795)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.973446016053)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.012864483728)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00241834090727)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000400204558701)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.97334034393)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.01908251066060
epoch 114
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973695360937)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.973991442243)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.974280930621)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974563952893)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0267647300804)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.974285671774)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.019367401754710
epoch 115
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0100142022721)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00170656254262)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.974195127507)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.97451910778)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.974796793765)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975068478081)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.02278405146480
epoch 116
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.975334285689)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975594407048)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9758490243)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.035370093122)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00840188507497)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.975121040314)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.017692263984410
epoch 117
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00454549860527)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000313993096757)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.975245657155)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.975548663886)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.975804172274)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976054394639)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.02194497918190
epoch 118
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.976299425053)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.976539424963)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976774549026)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0340889833893)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.976371520392)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.976522397267)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.24460181079210
epoch 119
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0156200295898)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976445770506)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00753412802266)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00113924344305)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.976444738883)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.603220777715)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.4104694901930
epoch 120
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.165332576389)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.97581601005)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.159035874064)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0116302355276)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.967514250125)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.968099648568)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.028192678605810
epoch 121
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0244889882461)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.967884382188)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0109450118143)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00171449264603)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.967848673587)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00708706690753)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.022550329610
epoch 122
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000709083461953)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000382574775416)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.968069947892)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00747314524527)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000817706349052)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000385213975451)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.022427706427110
epoch 123
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968282865561)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00741090900858)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.968544104774)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00769710911303)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.968754504193)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.969204212885)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.02363545313110
epoch 124
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.969611365178)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97000777801)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.026095722281)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.969747363533)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0108445465593)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.969773748976)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.021844586873710
epoch 125
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00806444792955)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00103434450589)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.969873236058)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00669136616708)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970109429282)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00723717607905)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.02100785682770
epoch 126
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970302040149)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.970708114011)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0131958056913)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00240469601269)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000430244739686)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970614102127)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.021013898733610
epoch 127
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.971046254801)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0125241518997)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00224209901467)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.970972398)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00627991785615)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.971189178717)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.02068968918140
epoch 128
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00693616991388)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000792710237919)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.97132092067)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971726913656)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0120648879131)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00214737039965)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.020040530120110
epoch 129
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.971661329055)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00612942194851)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.971867890342)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.972234948836)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972565207992)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.972887638004)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.02511000251570
epoch 130
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973202462686)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.973509950682)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0339867318928)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00795212581572)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.972779529031)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.973114335381)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.020217327210910
epoch 131
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0105426123158)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.973163156588)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.973477166372)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0126163084214)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973480564792)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00761042025714)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.2203348196090
epoch 132
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973579590257)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00667881221751)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000812962418545)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.539783722909)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.153684337336)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0763753164587)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.021651212359110
epoch 133
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00832594562788)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00390913727243)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.00168246769975)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000124720510205)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000102169699885)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.970106605114)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.02142336551690
epoch 134
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97055147344)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0130517365746)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00236141478783)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970465131888)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0063847250915)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00062272215657)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.020757662975110
epoch 135
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000348849152117)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.970651090401)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.97108177548)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.971440257682)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.018410951957)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.971341720658)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.0210427123370
epoch 136
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.971668518736)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.972012637686)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.972348316055)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972675913829)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0314714836061)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00725916259849)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.019796959632210
epoch 137
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.972009902675)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00541385060014)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.972202085349)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972563153395)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0120794631531)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00218169442365)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.01945469034030
epoch 138
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000398964344257)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000278265513627)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-4.04319141873E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.972498071999)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00651667661204)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.972689835019)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.019642179251710
epoch 139
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973033100473)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.973344477645)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.973648685024)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0227113126411)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.973450326385)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00944762898528)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.01878984674510
epoch 140
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973471154597)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0070354703839)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000901804847315)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000328339713105)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000157512691211)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-1.46861296916E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.018698811621410
epoch 141
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.973555888463)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973903557288)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0114830522383)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.973924812019)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974215982167)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974500448301)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.02174083062170
epoch 142
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.017584347366)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974398764752)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.974654073677)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0133940601436)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.974631409727)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00750698340958)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.017897204368610
epoch 143
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97471201444)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974999985266)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.975267242097)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.975528791828)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0212737582919)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00468828586301)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.01755122832870
epoch 144
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000482065695154)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975174089867)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.975481955888)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0102878701328)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975509452791)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00676183536453)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.017262888406610
epoch 145
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.975603351138)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975872990832)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0109285996551)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00200207991819)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.975806965616)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00517733977232)
#error(trainingdata)error(controldata)slope(error(controldata))
1450.01700490122310
epoch 146
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000503118592495)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975927924691)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.976213567803)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0100910933312)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.976237289606)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00657536782272)
#error(trainingdata)error(controldata)slope(error(controldata))
1460.016752517789710
epoch 147
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00088229420763)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.976284463464)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976560199736)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00988919378336)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00175626267541)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000334424015259)
#error(trainingdata)error(controldata)slope(error(controldata))
1470.01660655271090
epoch 148
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.976515889372)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.976790656955)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977020665975)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977246166346)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.977467227336)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0235736100222)
#error(trainingdata)error(controldata)slope(error(controldata))
1480.016526991509110
epoch 149
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00535982567828)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.977073085369)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977314465189)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.977534162884)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0134717291502)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.977488516264)
#error(trainingdata)error(controldata)slope(error(controldata))
1490.01651739283340
epoch 150
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.977692195481)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977904628023)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0157841766405)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00334048451237)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977706835914)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.977941459073)
#error(trainingdata)error(controldata)slope(error(controldata))
1500.016700996676810
epoch 151
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0089657023109)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00156556729308)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000310146907427)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000205883301513)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97791489141)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.978157269658)
#error(trainingdata)error(controldata)slope(error(controldata))
1510.0167163351050
epoch 152
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.978360796823)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978560572654)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97875664894)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0223306536727)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978561613142)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.978714148785)
#error(trainingdata)error(controldata)slope(error(controldata))
1520.017358103870910
epoch 153
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.978907471295)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.979097206917)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.979283519393)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0250382724342)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.979046638189)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.979181666775)
#error(trainingdata)error(controldata)slope(error(controldata))
1530.01719073673970
epoch 154
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0128570339331)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00262324816168)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000346328797211)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000299903931675)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-5.02687506915E-5)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (1.09224370594E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1540.014808998676210
epoch 155
Training set 0input = (248, 80, 68, 1)desired = (0)output = (6.861333682E-6)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (9.10151793043E-7)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979056732981)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.979273867053)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0090260075441)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.979287607857)
#error(trainingdata)error(controldata)slope(error(controldata))
1550.01507584356780
epoch 156
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00575386435309)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.979352260868)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00514915953122)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000623171261915)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000249897047719)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.979411556747)
#error(trainingdata)error(controldata)slope(error(controldata))
1560.014791142874910
epoch 157
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97962214911)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.979799111655)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0127916574084)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00262827580852)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.979670153019)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.979866282564)
#error(trainingdata)error(controldata)slope(error(controldata))
1570.01526112619230
epoch 158
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00820749586215)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979887625458)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00548282936526)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.979951794157)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.980133387131)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.980301547343)
#error(trainingdata)error(controldata)slope(error(controldata))
1580.01652895442210
epoch 159
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.980466867402)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0167203064028)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0036762970002)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980251262788)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00393926817201)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980348088486)
#error(trainingdata)error(controldata)slope(error(controldata))
1590.0141512515150
epoch 160
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00461689263985)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000520282393527)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.980410832364)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980599006069)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.980759302843)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0119745493131)
#error(trainingdata)error(controldata)slope(error(controldata))
1600.013743447948610
epoch 161
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980718819256)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.980866360487)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.009793701838)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00188560919588)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.980799835213)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00403882973588)
#error(trainingdata)error(controldata)slope(error(controldata))
1610.01351318844560
epoch 162
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980893365098)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0045232970453)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000515358109448)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000227863100601)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.980952911876)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00436381755872)
#error(trainingdata)error(controldata)slope(error(controldata))
1620.013406631009610
epoch 163
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00047600183096)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981026226474)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00416504402844)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.981119205216)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00449985650769)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000517294860535)
#error(trainingdata)error(controldata)slope(error(controldata))
1630.01331260127940
epoch 164
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981174489053)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00412600878212)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.981265953051)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00446288756873)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.981340827133)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00450883691491)
#error(trainingdata)error(controldata)slope(error(controldata))
1640.013148174754110
epoch 165
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981413156962)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00450242543216)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981484574301)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981640876766)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981784329642)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98192554831)
#error(trainingdata)error(controldata)slope(error(controldata))
1650.01668044265610
epoch 166
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982064571789)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.018877430383)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981924501828)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982032212325)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982169629204)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0140959540224)
#error(trainingdata)error(controldata)slope(error(controldata))
1660.012843954479210
epoch 167
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00305247073971)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000333779354786)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000330978043932)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982014113559)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.004158768626)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000460369405064)
#error(trainingdata)error(controldata)slope(error(controldata))
1670.01267304947260
epoch 168
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000212999582692)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-9.22094462101E-5)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-6.93449101374E-6)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982082639314)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0041813689329)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982163346338)
#error(trainingdata)error(controldata)slope(error(controldata))
1680.012872166701810
epoch 169
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00429009851449)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982229810957)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.982373774713)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00778878326431)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982381760606)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00489795619095)
#error(trainingdata)error(controldata)slope(error(controldata))
1690.01243444199710
epoch 170
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000665637704076)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000218760972175)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982406212845)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00400521320893)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000434333612562)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000207485086537)
#error(trainingdata)error(controldata)slope(error(controldata))
1700.012395338920110
epoch 171
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-8.86928143045E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.982472315955)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.982624256934)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00752354783624)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00135720890662)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000248972755091)
#error(trainingdata)error(controldata)slope(error(controldata))
1710.01230781509440
epoch 172
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982594983808)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982745232039)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982871831468)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0107069030393)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982838790033)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982955246225)
#error(trainingdata)error(controldata)slope(error(controldata))
1720.013456284986110
epoch 173
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.983078800105)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983200548008)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0153806817388)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00342388174947)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.983021729242)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00333699850685)
#error(trainingdata)error(controldata)slope(error(controldata))
1730.01195684098350
epoch 174
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983092830802)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00394923608172)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983155575016)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00404700915806)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983214760132)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983343107184)
#error(trainingdata)error(controldata)slope(error(controldata))
1740.012797151578310
epoch 175
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.983461048996)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0106201160423)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00219272713348)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.983371228196)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983501931905)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00667590021973)
#error(trainingdata)error(controldata)slope(error(controldata))
1750.0116848722180
epoch 176
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00116771126585)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000230441573758)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983484212992)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00370561548419)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000394547403358)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.00019386277483)
#error(trainingdata)error(controldata)slope(error(controldata))
1760.011637822817210
epoch 177
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-8.19681164477E-5)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983543360317)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983677188134)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00705474153032)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983685796301)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983798966731)
#error(trainingdata)error(controldata)slope(error(controldata))
1770.01261398847650
epoch 178
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00770414557907)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983798882039)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00459495013061)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983834976755)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00402629299922)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983885602632)
#error(trainingdata)error(controldata)slope(error(controldata))
1780.01164477599710
epoch 179
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984003465934)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984112190802)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984219442716)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984325243324)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0164300548932)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00373724831284)
#error(trainingdata)error(controldata)slope(error(controldata))
1790.01122238242520
epoch 180
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000342309035564)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000387976062038)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984133032825)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984258158493)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00675369237959)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984266686146)
#error(trainingdata)error(controldata)slope(error(controldata))
1800.011466711105810
epoch 181
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984372001249)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0074163155021)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984372031367)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984474185195)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00749408761177)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984472726125)
#error(trainingdata)error(controldata)slope(error(controldata))
1810.01134738739960
epoch 182
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00442060742527)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000615335151313)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984487246728)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00335893486793)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984548984192)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00365819107465)
#error(trainingdata)error(controldata)slope(error(controldata))
1820.010893571515910
epoch 183
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000419751141416)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00018351599138)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984587163331)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984704719512)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984804060491)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00953189977574)
#error(trainingdata)error(controldata)slope(error(controldata))
1830.01085255175480
epoch 184
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00195676444617)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000253715899801)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000222506704116)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.98473320825)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00352363511328)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984792475677)
#error(trainingdata)error(controldata)slope(error(controldata))
1840.010984299749210
epoch 185
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984898021684)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984994863784)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00958195429855)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00197650198634)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.984921591431)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985028948216)
#error(trainingdata)error(controldata)slope(error(controldata))
1850.01135358008430
epoch 186
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98512410575)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985218062261)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0118955455162)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00258673781315)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985106399484)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00296895357078)
#error(trainingdata)error(controldata)slope(error(controldata))
1860.010494085249110
epoch 187
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.985161402229)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00346439370637)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000390891614123)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000175516284576)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-7.69055640335E-5)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-5.95414479536E-6)
#error(trainingdata)error(controldata)slope(error(controldata))
1870.01046554873520
epoch 188
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985199479757)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985307433716)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00633637256028)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00114296347677)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000209717343188)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000145963476784)
#error(trainingdata)error(controldata)slope(error(controldata))
1880.010402478521610
epoch 189
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-2.11731205813E-5)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985289265048)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00341932963722)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985343520173)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00350872353201)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985388264127)
#error(trainingdata)error(controldata)slope(error(controldata))
1890.01056024833490
epoch 190
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00351611884179)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985432300389)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00350858607348)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000408239466049)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000170882847934)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-7.70886975068E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
1900.010277381798110
epoch 191
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-1.31503575652E-5)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985465912358)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985570010284)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.98565837549)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00905416936439)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985633919632)
#error(trainingdata)error(controldata)slope(error(controldata))
1910.01058352866330
epoch 192
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00446794464067)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985652765845)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00359986445264)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.438034680981)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.184835575247)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.986160355697)
#error(trainingdata)error(controldata)slope(error(controldata))
1920.11256299657110
epoch 193
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.157495643318)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.98071069737)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00551791925722)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.981251913454)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981409376948)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.981556498246)
#error(trainingdata)error(controldata)slope(error(controldata))
1930.0154915703640
epoch 194
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.981701295145)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981843812654)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981984104549)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.982122222908)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982258218186)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0299002356675)
#error(trainingdata)error(controldata)slope(error(controldata))
1940.013725825823510
epoch 195
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00719028808603)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000520007660715)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000710395331945)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.981783223642)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.981949201077)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00773855651032)
#error(trainingdata)error(controldata)slope(error(controldata))
1950.0127933702820
epoch 196
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00138923139734)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.981919803801)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982077334483)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00739732891177)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982092674308)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0048860645022)
#error(trainingdata)error(controldata)slope(error(controldata))
1960.012635339867410
epoch 197
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982142840877)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982286613696)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982420093591)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.98255156683)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0148709594262)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982465075705)
#error(trainingdata)error(controldata)slope(error(controldata))
1970.01306857048520
epoch 198
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.982575858493)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00961442118628)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00189961795506)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000275174568144)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.98250525575)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00387266564602)
#error(trainingdata)error(controldata)slope(error(controldata))
1980.012317118240510
epoch 199
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000403372372089)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000204931715234)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982571215597)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00398924212346)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982649075686)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00415668135405)
#error(trainingdata)error(controldata)slope(error(controldata))
1990.01222898910870
epoch 200
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000482322938389)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982694635631)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982841170736)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00718015178354)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00127554230272)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000242739299144)
#error(trainingdata)error(controldata)slope(error(controldata))
2000.012150441625210
epoch 201
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00016515544982)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-2.35212789966E-5)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.982821028465)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982966774179)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00737912722309)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00133175229102)
#error(trainingdata)error(controldata)slope(error(controldata))
2010.01206520038350
epoch 202
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.982938975262)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983079076389)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.98320080079)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0102933710688)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983171599577)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983284084416)
#error(trainingdata)error(controldata)slope(error(controldata))
2020.013184900482510
epoch 203
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98340288807)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.983519989784)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0150412921643)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00334667168336)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.983348713696)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00327223040308)
#error(trainingdata)error(controldata)slope(error(controldata))
2030.01172752140860
epoch 204
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000277065041158)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983405017319)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983540179326)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00690281970298)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00122809424167)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98351829389)
#error(trainingdata)error(controldata)slope(error(controldata))
2040.011823908362610
epoch 205
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00350125206286)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00034260766034)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000191018694198)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983575559524)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00375695114097)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000411121849464)
#error(trainingdata)error(controldata)slope(error(controldata))
2050.01157630880230
epoch 206
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000193660091198)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983631094163)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98376377901)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983875792976)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983986279064)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98409524752)
#error(trainingdata)error(controldata)slope(error(controldata))
2060.016123973658410
epoch 207
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0164441874617)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0037328318056)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983901251864)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00309797667864)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000251254555057)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000182509552324)
#error(trainingdata)error(controldata)slope(error(controldata))
2070.01134543744980
epoch 208
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983955270695)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.984082702561)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00682095006299)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00122593283852)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984059581002)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00337852329845)
#error(trainingdata)error(controldata)slope(error(controldata))
2080.011228307922810
epoch 209
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000329788291442)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984111733607)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0034801783441)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000358060597308)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.984163801779)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00346474994879)
#error(trainingdata)error(controldata)slope(error(controldata))
2090.0111550227380
epoch 210
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000355883503367)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000184646907172)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-7.64788791362E-5)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-5.11275698551E-6)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (4.78899347863E-6)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984218405615)
#error(trainingdata)error(controldata)slope(error(controldata))
2100.01137199521910
epoch 211
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984341209435)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984445355724)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0098331942553)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00202256919639)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984368434279)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0032075477509)
#error(trainingdata)error(controldata)slope(error(controldata))
2110.01101182309870
epoch 212
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000296210236477)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000179586488747)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984419714557)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984539839526)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00661510898288)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984548239108)
#error(trainingdata)error(controldata)slope(error(controldata))
2120.011261912813510
epoch 213
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00424661167969)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000572743888639)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000190809192856)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-9.54298933698E-5)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-9.54703833571E-6)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (5.15216143189E-6)
#error(trainingdata)error(controldata)slope(error(controldata))
2130.01091066805450
epoch 214
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984569985406)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.984687346101)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00660736778284)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984694930737)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00421556494885)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984730093005)
#error(trainingdata)error(controldata)slope(error(controldata))
2140.011050891838410
epoch 215
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984834881459)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00677083940943)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00123937818467)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98480921795)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00320679413128)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984867794138)
#error(trainingdata)error(controldata)slope(error(controldata))
2150.01092085084380
epoch 216
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984973004594)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00653261460352)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984979736014)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00414453929223)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000561377004118)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984997149288)
#error(trainingdata)error(controldata)slope(error(controldata))
2160.010778982289210
epoch 217
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.985106750069)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00618925489647)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0010976446978)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.98508956692)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00316127669242)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985146098194)
#error(trainingdata)error(controldata)slope(error(controldata))
2170.01072154552090
epoch 218
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00350205557622)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000400147481111)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0001761225944)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985181712806)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00337325054414)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.000367904514945)
#error(trainingdata)error(controldata)slope(error(controldata))
2180.010447578582210
epoch 219
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985225919649)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.98533261521)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985423928099)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985514115915)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985603185321)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985691157119)
#error(trainingdata)error(controldata)slope(error(controldata))
2190.01595054020830
epoch 220
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985778051582)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985863888485)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0230984988705)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00553353835925)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000407992484055)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000548747577708)
#error(trainingdata)error(controldata)slope(error(controldata))
2200.010201050335310
epoch 221
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985573955908)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00327787039847)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985628124574)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00342582220615)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000397247526978)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000170778134051)
#error(trainingdata)error(controldata)slope(error(controldata))
2210.01013984696560
epoch 222
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985660293265)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00326103911152)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000355526555668)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000168443400311)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985702698028)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00325475646624)
#error(trainingdata)error(controldata)slope(error(controldata))
2220.010075887071210
epoch 223
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98575497612)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00339614274093)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985797505631)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985889242622)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00619510420404)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985894442105)
#error(trainingdata)error(controldata)slope(error(controldata))
2230.01029082314270
epoch 224
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00389916577911)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000529677143293)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00017421230138)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.985910104317)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986008262494)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00594823081366)
#error(trainingdata)error(controldata)slope(error(controldata))
2240.009917317740410
Success in 225 training rounds!