epoch 0
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0698858903164)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0296546923368)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (-0.197628394653)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.49760654516)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.334645696318)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.639760168764)
#error(trainingdata)error(controldata)slope(error(controldata))
00.56176483766710
epoch 1
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.756085401455)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.805292722192)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.222391883429)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.138231365965)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0772459513053)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.514990581994)
#error(trainingdata)error(controldata)slope(error(controldata))
10.2824113959030
epoch 2
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.686700011203)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.320304467734)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.729393801437)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.254767569485)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.500932450296)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.072555442507)
#error(trainingdata)error(controldata)slope(error(controldata))
20.2384018737410
epoch 3
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.664289075431)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.124502136905)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.730772527174)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.134116176974)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.763873617994)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.79953516158)
#error(trainingdata)error(controldata)slope(error(controldata))
30.2517673209690
epoch 4
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.831005599798)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.853093013661)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.106265906729)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.866332840559)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.876462007469)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.887872675836)
#error(trainingdata)error(controldata)slope(error(controldata))
40.14159915637110
epoch 5
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.897237730294)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.317562199976)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.436171704667)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.880609206761)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.896030795987)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.279272849754)
#error(trainingdata)error(controldata)slope(error(controldata))
50.3202271868870
epoch 6
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.528392126898)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.845954871495)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.870224095436)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.883006550605)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.361830189198)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.777767898069)
#error(trainingdata)error(controldata)slope(error(controldata))
60.13000556522210
epoch 7
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0394698547908)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.019010104884)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.822840144658)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.844055141)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.112555480276)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0419765009763)
#error(trainingdata)error(controldata)slope(error(controldata))
70.1449088712210
epoch 8
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.846337670613)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.861582665748)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.876060254887)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.887592310107)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.157276865312)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.33017361065)
#error(trainingdata)error(controldata)slope(error(controldata))
80.36656346052810
epoch 9
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.859065199364)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.878075626633)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0785777645687)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.8839744152)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.200259591915)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.800299720629)
#error(trainingdata)error(controldata)slope(error(controldata))
90.1184501682740
epoch 10
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.832867111372)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.854474360841)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.870602964255)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.883219004088)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.893409499977)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.806966313081)
#error(trainingdata)error(controldata)slope(error(controldata))
100.1279885824110
epoch 11
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.821774996952)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0121010454276)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.847036394799)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.041615425588)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.860329299029)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0532398147587)
#error(trainingdata)error(controldata)slope(error(controldata))
110.131378615140
epoch 12
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.227447588978)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0685997442929)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.867203472153)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0538077745982)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0173209012985)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0115711908369)
#error(trainingdata)error(controldata)slope(error(controldata))
120.091747217375710
epoch 13
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00624649035714)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.869598264836)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0398251470414)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0114804395973)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.877003021839)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0423119301945)
#error(trainingdata)error(controldata)slope(error(controldata))
130.08212654790380
epoch 14
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.884572922295)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0472579719679)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.890061778632)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.897386148591)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.905163747225)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.911786529983)
#error(trainingdata)error(controldata)slope(error(controldata))
140.097571502765410
epoch 15
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.110601568458)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.911241456185)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.915018105528)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.920285621218)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.924917218968)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.126931731856)
#error(trainingdata)error(controldata)slope(error(controldata))
150.1390642361850
epoch 16
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.922640022589)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.92512713018)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0977860998651)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.335859076079)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.924141412355)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.107791671833)
#error(trainingdata)error(controldata)slope(error(controldata))
160.11406630244110
epoch 17
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.925989774365)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.928397371928)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.932104114285)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.935437143426)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.113592409201)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.933458994968)
#error(trainingdata)error(controldata)slope(error(controldata))
170.1241196920190
epoch 18
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.9352205668)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.260768112025)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.93910520763)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.115043332173)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0151409617248)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.896408034546)
#error(trainingdata)error(controldata)slope(error(controldata))
180.068474583043210
epoch 19
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.903757705079)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.910579432879)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.916446101898)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.921548007098)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.926030327251)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.930002928066)
#error(trainingdata)error(controldata)slope(error(controldata))
190.09464893368290
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.933550620432)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.936740020953)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.14307089592)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.933365591267)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.934851776029)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.101785018329)
#error(trainingdata)error(controldata)slope(error(controldata))
200.099538359612210
epoch 21
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0412746223622)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.220304320929)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.93044176011)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.935714485422)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.938704689148)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.101612891086)
#error(trainingdata)error(controldata)slope(error(controldata))
210.05317623057990
epoch 22
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0413528243395)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0254729109784)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.932552641907)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.176137410953)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.935993265219)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0702319907685)
#error(trainingdata)error(controldata)slope(error(controldata))
220.048339553306510
epoch 23
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.937386386791)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0485939779552)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.937345999937)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.939436489793)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.94207146104)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.944481085784)
#error(trainingdata)error(controldata)slope(error(controldata))
230.06445570218540
epoch 24
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.946690723791)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948724837857)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0954718413491)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.947210713879)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.948248078657)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.163507004007)
#error(trainingdata)error(controldata)slope(error(controldata))
240.39418698347510
epoch 25
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.950648844747)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.953388112594)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.954939622351)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.956384559761)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.957736922267)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.959005507417)
#error(trainingdata)error(controldata)slope(error(controldata))
250.4020069736590
epoch 26
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.960198007243)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.154435879086)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.066692431964)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.953581180012)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0568846552097)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.95269178683)
#error(trainingdata)error(controldata)slope(error(controldata))
260.087475899182210
epoch 27
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.953719959032)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0479512548906)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.95377536419)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.954809026502)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.956260747719)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0518650218873)
#error(trainingdata)error(controldata)slope(error(controldata))
270.1006172878610
epoch 28
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0203188057163)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.239115337087)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.955317892844)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958105981165)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0652161316245)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0261387654693)
#error(trainingdata)error(controldata)slope(error(controldata))
280.07573628963810
epoch 29
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.167732994066)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0541087603506)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.955650474882)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.917245966839)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.916411093515)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.142691907627)
#error(trainingdata)error(controldata)slope(error(controldata))
290.06809992340230
epoch 30
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0656589448589)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.934281026749)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0278016159058)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.939269043219)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.941907987919)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0108663394905)
#error(trainingdata)error(controldata)slope(error(controldata))
300.039554444781610
epoch 31
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.944114625224)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0170848730534)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00513844737226)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.945217444654)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0174215850421)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.946632854907)
#error(trainingdata)error(controldata)slope(error(controldata))
310.0391348595870
epoch 32
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.948327977368)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0305402779305)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.949283499939)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.950703939998)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0360140413436)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0133842190424)
#error(trainingdata)error(controldata)slope(error(controldata))
320.035473392096410
epoch 33
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.950558515395)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0216450582739)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0073108787031)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00480168268477)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00260164100762)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00147682999092)
#error(trainingdata)error(controldata)slope(error(controldata))
330.03496620493320
epoch 34
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000828401220413)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.950515487948)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.012619899556)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.951801467273)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0162710233006)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00509672979086)
#error(trainingdata)error(controldata)slope(error(controldata))
340.033679700306710
epoch 35
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00344207114891)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.952334847436)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.95376862438)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.955290204437)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.956712378457)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.958044179791)
#error(trainingdata)error(controldata)slope(error(controldata))
350.04550961307550
epoch 36
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959294114666)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0581418336617)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0231407459511)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0143650999242)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.957138938035)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.958220798219)
#error(trainingdata)error(controldata)slope(error(controldata))
360.034819091976210
epoch 37
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.959459355254)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0362192869647)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0138067842383)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00869477919365)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.958660733048)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.95969849811)
#error(trainingdata)error(controldata)slope(error(controldata))
370.03312187327640
epoch 38
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0236586269892)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.960266368559)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.961130803194)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.962200488462)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.963212053149)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0430355686064)
#error(trainingdata)error(controldata)slope(error(controldata))
380.078155284138610
epoch 39
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.963097229835)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0291172484251)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.963020640757)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.963727062088)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.964656842382)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0366610200974)
#error(trainingdata)error(controldata)slope(error(controldata))
390.08628182183420
epoch 40
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.964671594736)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965267084342)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.966118561434)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.966929021614)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.967700726828)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968436430593)
#error(trainingdata)error(controldata)slope(error(controldata))
400.087063908509910
epoch 41
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.969138630565)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969809596258)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0712318484815)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.968906728228)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.969178467745)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.969846744523)
#error(trainingdata)error(controldata)slope(error(controldata))
410.09507555925470
epoch 42
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0544917760265)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0219704113588)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968549907407)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0228157850266)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00848523115406)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968294230439)
#error(trainingdata)error(controldata)slope(error(controldata))
420.10779510647210
epoch 43
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.25778406118)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0655036833499)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.968920180371)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0210591198823)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00775869573149)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00490292615425)
#error(trainingdata)error(controldata)slope(error(controldata))
430.02243465140670
epoch 44
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00272057502288)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00529551484985)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.968376170946)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.011854143338)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.968830008675)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0121829889755)
#error(trainingdata)error(controldata)slope(error(controldata))
440.061450814144310
epoch 45
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.969176389564)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0123589333843)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00410750125176)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00271377082422)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00146839550058)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000833828875821)
#error(trainingdata)error(controldata)slope(error(controldata))
450.08496216734960
epoch 46
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.000467680009996)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00026313195524)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.969173362541)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.969775485661)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0135819057027)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00464374454655)
#error(trainingdata)error(controldata)slope(error(controldata))
460.087256238861310
epoch 47
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970010862336)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.970560034835)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.016449033837)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00587848656895)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97066748921)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.971186548985)
#error(trainingdata)error(controldata)slope(error(controldata))
470.08890372749850
epoch 48
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.971770376828)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.972330725827)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.208540772023)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.973133253021)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.974410341263)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.952593877318)
#error(trainingdata)error(controldata)slope(error(controldata))
480.093573450415610
epoch 49
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.122878345647)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.955248890188)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.957348154048)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0451000949784)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.020550905551)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.961007175859)
#error(trainingdata)error(controldata)slope(error(controldata))
490.02698787586070
epoch 50
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00450528265261)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00328163131712)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00173873097496)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.00099279916241)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.962554735823)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00834941489071)
#error(trainingdata)error(controldata)slope(error(controldata))
500.025980671975210
epoch 51
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00217615540836)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00158189999293)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.96315845728)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.964014780668)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.964930104965)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.024209016845)
#error(trainingdata)error(controldata)slope(error(controldata))
510.02536464514070
epoch 52
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00893823036261)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.005690234255)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0031050579866)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.964581908739)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.965363945244)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.966211094527)
#error(trainingdata)error(controldata)slope(error(controldata))
520.028983102140210
epoch 53
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0243344925017)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00903878849385)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.966134553771)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.966817074202)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0212596249835)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00776553613798)
#error(trainingdata)error(controldata)slope(error(controldata))
530.02370257458410
epoch 54
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.966848778357)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.967507980571)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.968252311059)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.968962820272)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0327079450962)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0126757913452)
#error(trainingdata)error(controldata)slope(error(controldata))
540.022970742319710
epoch 55
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00793936396139)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00434886290514)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00246170165031)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.96802472457)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968662255352)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0155115522107)
#error(trainingdata)error(controldata)slope(error(controldata))
550.0222077219260
epoch 56
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00541430998991)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968862215243)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0113489742958)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969257853914)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.969803944535)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.017966058433)
#error(trainingdata)error(controldata)slope(error(controldata))
560.02162899170310
epoch 57
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970108222866)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0150169959912)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.970321098475)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0134991908883)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.970574957835)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0126846062581)
#error(trainingdata)error(controldata)slope(error(controldata))
570.02083761927520
epoch 58
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970845948333)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.97132772858)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0179847115919)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00655281676298)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971360192349)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97185115353)
#error(trainingdata)error(controldata)slope(error(controldata))
580.022972865701910
epoch 59
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0171520147985)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.972105564018)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97252439716)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.973054664983)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97356471617)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0303995150185)
#error(trainingdata)error(controldata)slope(error(controldata))
590.02052791576780
epoch 60
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.973506052064)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0205499059377)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00771221078996)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00488274650668)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00266785504441)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.973021272101)
#error(trainingdata)error(controldata)slope(error(controldata))
600.019612994138610
epoch 61
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00809746836348)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973359165951)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.973775033008)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0146498918688)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0206670884689)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0174302849778)
#error(trainingdata)error(controldata)slope(error(controldata))
610.01877667709190
epoch 62
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.974058790231)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0131845996241)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00463059140918)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.97406255808)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00948967986284)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.003080261587)
#error(trainingdata)error(controldata)slope(error(controldata))
620.018257831568810
epoch 63
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.974235247138)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00808419082374)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.974534197512)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974912459383)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0144580445915)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00519960388899)
#error(trainingdata)error(controldata)slope(error(controldata))
630.08789257311110
epoch 64
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00334035142335)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00181893669825)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.974842709786)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.975235911106)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.975665957493)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0169159760433)
#error(trainingdata)error(controldata)slope(error(controldata))
640.090841298821810
epoch 65
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00626081633205)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975637096226)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0102157571916)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.975844279813)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976174662248)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976572400889)
#error(trainingdata)error(controldata)slope(error(controldata))
650.09177911869050
epoch 66
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0193738814509)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976656975317)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.86812023413)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.973049017576)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0640608214468)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.970261663097)
#error(trainingdata)error(controldata)slope(error(controldata))
660.39738105880310
epoch 67
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.970527830212)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0442744586806)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.970228142212)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970586340245)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.97119462036)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.971778300489)
#error(trainingdata)error(controldata)slope(error(controldata))
670.3469807199110
epoch 68
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.947744588603)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.946037899668)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.948107275544)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.950032750018)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.111236007615)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0497416331267)
#error(trainingdata)error(controldata)slope(error(controldata))
680.036363707342310
epoch 69
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0297846957477)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.9593132519)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.960555762471)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.961658768977)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.962699939508)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.014354500118)
#error(trainingdata)error(controldata)slope(error(controldata))
690.02610082745980
epoch 70
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00470587841521)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.963177392557)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0123280241658)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00387168431375)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96360055626)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.964423293993)
#error(trainingdata)error(controldata)slope(error(controldata))
700.027916076714910
epoch 71
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.965317662901)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0258845098547)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.965590408566)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.019945595532)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00716658928893)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00460528413576)
#error(trainingdata)error(controldata)slope(error(controldata))
710.02457798613010
epoch 72
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0025076009856)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00142162077485)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.965191269703)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.965955033557)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0161249958968)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00557214434376)
#error(trainingdata)error(controldata)slope(error(controldata))
720.024020423567810
epoch 73
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.966224508591)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0121355518712)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00390443059481)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.966537112823)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0109044709794)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00339853974228)
#error(trainingdata)error(controldata)slope(error(controldata))
730.02346361250830
epoch 74
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.966897224731)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.9675767119)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0170145021885)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00600652435002)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00388368482813)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.967629746563)
#error(trainingdata)error(controldata)slope(error(controldata))
740.023548055754710
epoch 75
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968276355885)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0165349886993)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00583062132859)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00377146161548)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.968331493058)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968950194395)
#error(trainingdata)error(controldata)slope(error(controldata))
750.0243222224740
epoch 76
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0161480512752)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0056926820904)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00368258562185)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00200212870787)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.968939357462)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.969542418329)
#error(trainingdata)error(controldata)slope(error(controldata))
760.023535190174710
epoch 77
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.014815761657)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00515406363389)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00334982004204)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.96963937879)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970208742317)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.970833327192)
#error(trainingdata)error(controldata)slope(error(controldata))
770.02513734584270
epoch 78
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.971431897177)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0268946359086)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0103109768343)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.97114983363)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.971631522781)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0198410107398)
#error(trainingdata)error(controldata)slope(error(controldata))
780.020580953610
epoch 79
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.971836245988)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.015595739266)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00556623085053)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971794379027)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0107053915733)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.97210543211)
#error(trainingdata)error(controldata)slope(error(controldata))
790.0208993600530
epoch 80
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0109628563273)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0036280324513)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.972255907077)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00925213335546)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972590847558)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.973027404582)
#error(trainingdata)error(controldata)slope(error(controldata))
800.021700688509410
epoch 81
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.015544103035)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.973277962822)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.973665567317)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.974152318981)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.023591782569)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00901725039249)
#error(trainingdata)error(controldata)slope(error(controldata))
810.3184215586170
epoch 82
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.778622091973)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.174715390915)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.113548149773)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0625014323201)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.967689014272)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0480786025198)
#error(trainingdata)error(controldata)slope(error(controldata))
820.027011494526910
epoch 83
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.966948048175)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0308613142825)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.966713908781)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0222218864804)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.966788899507)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.967376496725)
#error(trainingdata)error(controldata)slope(error(controldata))
830.02840815109990
epoch 84
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.968126753368)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.968842957617)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.969526986547)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970180989519)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0492790004894)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.969774895778)
#error(trainingdata)error(controldata)slope(error(controldata))
840.030369978570210
epoch 85
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0308561681751)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969490676391)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0216315982047)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.706500440667)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.973874717176)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0153444131183)
#error(trainingdata)error(controldata)slope(error(controldata))
850.04344546282650
epoch 86
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.945098651969)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.947169188275)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.949165905674)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0612938150979)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.948928713199)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.950134091405)
#error(trainingdata)error(controldata)slope(error(controldata))
860.04997556385310
epoch 87
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0517897619191)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.950205352605)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0363584534545)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.013510715675)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00858137691896)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00468538115536)
#error(trainingdata)error(controldata)slope(error(controldata))
870.03731413682910
epoch 88
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0217954622976)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0155132896473)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.949144352382)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0185832535521)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.950184879087)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.582651790457)
#error(trainingdata)error(controldata)slope(error(controldata))
880.13089145893510
epoch 89
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.180465918817)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.950217357614)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.950478376001)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.146952040242)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.947036525924)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.947683909169)
#error(trainingdata)error(controldata)slope(error(controldata))
890.07785948188870
epoch 90
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0979165638156)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.94608749784)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.94716874608)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.949161636978)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.082435329676)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.948131366552)
#error(trainingdata)error(controldata)slope(error(controldata))
900.051651491523710
epoch 91
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0525075065428)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.947405025672)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0373804353794)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.947530468822)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.949007493862)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.950863631081)
#error(trainingdata)error(controldata)slope(error(controldata))
910.04891788681750
epoch 92
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0503775660217)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.019495487253)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0122142585188)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00669059933995)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00378730207266)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00212593727127)
#error(trainingdata)error(controldata)slope(error(controldata))
920.036366290334810
epoch 93
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00119588167947)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948521599289)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.950217854699)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0236738072361)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00815252225393)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00531734764879)
#error(trainingdata)error(controldata)slope(error(controldata))
930.03500844301760
epoch 94
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00288557375115)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.950427813274)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0139784833218)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.951655133302)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0169855469558)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.952620503796)
#error(trainingdata)error(controldata)slope(error(controldata))
940.03504259313810
epoch 95
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0182861412954)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.953465649548)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0187546139128)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00620614529592)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.953894753423)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.955214656111)
#error(trainingdata)error(controldata)slope(error(controldata))
950.03539368195630
epoch 96
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.956641040342)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.957977299995)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.042472172766)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958048107272)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.958901676874)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.038325418874)
#error(trainingdata)error(controldata)slope(error(controldata))
960.21347769207110
epoch 97
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0146780634927)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00922894717186)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.957981785826)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0159390485861)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.95868524471)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.959675978201)
#error(trainingdata)error(controldata)slope(error(controldata))
970.212300723650
epoch 98
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0246751722496)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.960214706005)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.961075423944)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.514399600579)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.176837790188)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.1107667335)
#error(trainingdata)error(controldata)slope(error(controldata))
980.053493461449510
epoch 99
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.955800922083)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.080763939945)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.953770461473)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954574830369)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.956041072507)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.957415144078)
#error(trainingdata)error(controldata)slope(error(controldata))
990.06204396566340
epoch 100
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.958703413177)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0858022048331)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.957413625961)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958017678073)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.959266996185)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0690734859579)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.12433540893710
epoch 101
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.958485161188)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00930854744405)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0367595987399)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.957810631193)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958712493644)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0377965189943)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.2838329759060
epoch 102
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0144466990483)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00908952297602)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.957828452838)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.692712738632)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952105184554)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.95024874843)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.066372039868310
epoch 103
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0806642084118)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0325449997082)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0201089947763)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.946293250301)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.947989616481)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.949922520664)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.04763815165450
epoch 104
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.951713419111)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.953376428015)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.954925048038)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0756870723165)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0305539582344)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0188768780373)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.035073531613410
epoch 105
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.951495960189)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.952868468272)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0334257032062)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.953461935878)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.026357045295)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.953870023777)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.03561574424890
epoch 106
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.955050065839)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0319646900338)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.955582097979)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.956629852804)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.957965616489)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0426407241142)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.14195388128210
epoch 107
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.339232387917)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.958249409773)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0722596066676)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.959238097825)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.959850027473)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0529468601864)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.03221281628120
epoch 108
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0209370718983)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.958563772109)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.959529073875)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.960690087602)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.961785282938)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.048729235251)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.030392617620510
epoch 109
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.961549808081)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0323297675952)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0122398479431)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.960837123953)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0181244823458)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.961328797776)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.02931307250740
epoch 110
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0169660645942)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00575292249895)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.96153145827)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.962441944202)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.963440063462)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0285403278439)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.026753656338910
epoch 111
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.963712039609)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.021680589527)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.963902765456)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.964612689243)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0253844551357)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00942201608047)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.1357919533790
epoch 112
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.964535152317)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0152247743898)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00514057594502)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00337685280417)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96463819355)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.965416210961)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.13743509054110
epoch 113
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0175667003194)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965897365494)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0157047240263)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00539320032616)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.966010322254)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966717193446)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.1420922344750
epoch 114
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.96749866279)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968243707581)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0317651526071)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.356030996699)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.083773891187)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.968109482448)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.028437159489410
epoch 115
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0248036367972)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00930689533546)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00589263477222)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.967279746521)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0114866072074)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00367075940183)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.02299017540370
epoch 116
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00246056649962)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0013271075521)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000754231291815)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967431735195)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00824125831564)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.96797754066)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.023440399694510
epoch 117
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968588418008)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0169325568252)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.968959703549)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969490294211)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970145554056)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0268964950384)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.02225976645720
epoch 118
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.970240430816)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.970678371102)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.971282983236)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0311411794338)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.971256686217)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.9716417076)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.027445666534910
epoch 119
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.027093694736)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971692773017)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0192667902924)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971731252082)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0153362807871)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00545325473308)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.02016293807110
epoch 120
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.971703038173)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.972186667831)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.972730286846)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.973252814661)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0270622001054)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.010448109351)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.019686211061910
epoch 121
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.972941582359)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0137802045328)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.973135012572)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.973534543602)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974026210945)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974499812329)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.02650723423950
epoch 122
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.974956144391)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97539614519)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0378090745581)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.975167709808)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975411388003)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.975835059814)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.029140076629210
epoch 123
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0336743575792)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975677347723)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.975923653784)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0265583363878)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0103323163724)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.975603434536)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.1495482658390
epoch 124
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.363472060439)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976282140901)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977788555014)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.978135739242)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.978470338265)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97879469311)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.40262022424410
epoch 125
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.979109274371)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979414521487)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979710847756)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.979998642264)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0956676250376)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0402641728029)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.02337050810560
epoch 126
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977871107245)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.978040962411)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.978378214638)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0416191952502)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0167936810734)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0103810736655)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.016480258234910
epoch 127
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977402195592)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.977688027644)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.978036464428)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0206570816392)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00792098052422)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00497908613069)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.01584719103870
epoch 128
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00272496085508)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00154281783091)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.9776562868)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.977966087816)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0106205134071)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.978165087409)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.016713249786510
epoch 129
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00966383132287)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00330135760433)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.978217858405)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.978506050907)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97882925419)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.979142802886)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.02035987015850
epoch 130
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.979447063568)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0242481779275)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.979398843849)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0162422912859)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.979366615963)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0122379077099)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.014882962915210
epoch 131
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00442632267101)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979314341087)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.979569857922)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0120938006509)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00437300224351)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97960016298)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.01531160388850
epoch 132
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0079253370495)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979756435089)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00798991720226)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.979896964446)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.980126573498)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980402536148)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.017667056590110
epoch 133
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0158314861196)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.98046554112)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.980657537435)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0156437194395)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0059045977895)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980584504665)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.01491371035670
epoch 134
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.980804058853)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981061410302)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981311919197)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98155580033)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.981793315459)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0272655414607)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.014996794127510
epoch 135
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0108407924017)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981444777273)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0119285799309)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.370914117748)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.981689614241)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.176319751433)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.03845603151830
epoch 136
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0450895069231)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971380864828)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0295112886011)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0134214421203)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00799789134494)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973377540974)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.018504128730910
epoch 137
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0012126764563)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.973883582871)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00583649158806)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.97424409508)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974640491046)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0131542594413)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.01805728315020
epoch 138
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0046414938078)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00300166839653)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00163203548389)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.974629901599)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.975030641838)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0120291504056)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.017722548955310
epoch 139
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.975287991852)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0109621809621)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.975468296096)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0103937088291)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.975658577718)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.975993737621)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.01972393618270
epoch 140
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0148658536223)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.976172093251)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.976475678583)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0168982402326)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00628257485178)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976432238369)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.017898656606510
epoch 141
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0100315201995)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0033935712311)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00222777278843)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.976473505689)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00691411579133)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.976732033167)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.01721083521460
epoch 142
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00810403528616)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00259440207433)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00173794331659)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000937491481671)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976808734674)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00605502900315)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.016255097884910
epoch 143
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.97707748557)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.97738768828)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0121114920456)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977577109252)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977852146321)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0149454026785)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.01604880891440
epoch 144
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.977982684798)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0118678863096)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.978075459269)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.978338193569)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978666458528)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.978984885483)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.021907359836810
epoch 145
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.97929380637)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0271599726017)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0107072289345)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00666925418603)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00365782149464)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00206984337488)
#error(trainingdata)error(controldata)slope(error(controldata))
1450.01510080031780
epoch 146
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.978675877953)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.978955854744)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0105089660923)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0036848754653)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0023883132991)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00129788933372)
#error(trainingdata)error(controldata)slope(error(controldata))
1460.014886577829810
epoch 147
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.978960075121)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979235030024)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00989558320704)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00343706886735)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00223517142808)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.979281310712)
#error(trainingdata)error(controldata)slope(error(controldata))
1470.01512226542150
epoch 148
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.979544772663)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.979837279182)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.980121471897)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0182587348381)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.98015362217)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.980345105279)
#error(trainingdata)error(controldata)slope(error(controldata))
1480.018225875212610
epoch 149
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0169877808389)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.980392028414)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.980582117421)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.980845449096)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.981101744013)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.981351179777)
#error(trainingdata)error(controldata)slope(error(controldata))
1490.02339500063030
epoch 150
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0274931335001)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981233319967)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981374184982)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0211912579114)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00826512816883)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.981164980414)
#error(trainingdata)error(controldata)slope(error(controldata))
1500.015029929396310
epoch 151
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981364010825)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0139181528304)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981436425238)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981612901416)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981848854186)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982078832453)
#error(trainingdata)error(controldata)slope(error(controldata))
1510.01965542634640
epoch 152
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0214356511219)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.982037105419)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0142925296415)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00538530458888)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.981894961839)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00805597015016)
#error(trainingdata)error(controldata)slope(error(controldata))
1520.012877022589410
epoch 153
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981999315518)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00759826940843)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00257015574752)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982044014501)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982239714509)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00959488737955)
#error(trainingdata)error(controldata)slope(error(controldata))
1530.01270946196650
epoch 154
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.982354023904)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00829534137633)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982435067165)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.982606340465)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982817353332)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0144727350818)
#error(trainingdata)error(controldata)slope(error(controldata))
1540.012727861284510
epoch 155
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982857339932)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0106360283016)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00387708956684)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00247921178248)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982764767952)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982944941296)
#error(trainingdata)error(controldata)slope(error(controldata))
1550.01348810176240
epoch 156
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00893648308913)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.98305369841)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.983210542859)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0111451533769)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.004103571723)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00261505880307)
#error(trainingdata)error(controldata)slope(error(controldata))
1560.011949770900110
epoch 157
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983160781266)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00555341750468)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00175219737956)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0011801869639)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983225139477)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.004632535226)
#error(trainingdata)error(controldata)slope(error(controldata))
1570.01180590056450
epoch 158
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00136763649683)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.000945004248644)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.983315128433)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00446271582707)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983450970569)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.98361158243)
#error(trainingdata)error(controldata)slope(error(controldata))
1580.013018252879810
epoch 159
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983798785356)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983981745304)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0151091302234)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00579750684828)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00364356924785)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983828797641)
#error(trainingdata)error(controldata)slope(error(controldata))
1590.1306536399630
epoch 160
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983983935232)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.984162682357)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0123094842926)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984208538859)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0093057252826)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984241391791)
#error(trainingdata)error(controldata)slope(error(controldata))
1600.13527842903210
epoch 161
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984374397867)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.329030673284)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0754102328446)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00839683396941)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00952556428556)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00467319173092)
#error(trainingdata)error(controldata)slope(error(controldata))
1610.01140582054640
epoch 162
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984101543053)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0067920859637)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00230576804769)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00151177443569)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984116535779)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.984271328833)
#error(trainingdata)error(controldata)slope(error(controldata))
1620.012285247864610
epoch 163
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00773665357781)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00270860307834)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984318265519)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00561514694886)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984416912026)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00588664208294)
#error(trainingdata)error(controldata)slope(error(controldata))
1630.01104288486480
epoch 164
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00193649303794)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984466373228)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.005045913574)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00158506063504)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00106939150434)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00057595001732)
#error(trainingdata)error(controldata)slope(error(controldata))
1640.010952405395210
epoch 165
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984514421415)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.98466370001)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00699604620286)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984763215026)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984892294818)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00948865272788)
#error(trainingdata)error(controldata)slope(error(controldata))
1650.01091416605250
epoch 166
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984959374976)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985079012488)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985234014645)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0135706944387)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0051945829435)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0032672968714)
#error(trainingdata)error(controldata)slope(error(controldata))
1660.010603330013310
epoch 167
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00178785005946)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00101228285802)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000568187234211)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.985059322125)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.985198197009)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985350741494)
#error(trainingdata)error(controldata)slope(error(controldata))
1670.01231156771190
epoch 168
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985500158246)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985646526561)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0153248545358)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.98563876585)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985733578408)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985875198958)
#error(trainingdata)error(controldata)slope(error(controldata))
1680.015077827913710
epoch 169
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.986014055322)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.9861501812)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.986283656821)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0242759966125)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00973814272503)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00603172588952)
#error(trainingdata)error(controldata)slope(error(controldata))
1690.01021745471690
epoch 170
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.985935144261)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.986045957063)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986181433118)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0125238420319)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.986197348377)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00898570284766)
#error(trainingdata)error(controldata)slope(error(controldata))
1700.010026945558610
epoch 171
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00330109032695)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.986155194757)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00557578177232)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00186695246462)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00123017403218)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000666030371935)
#error(trainingdata)error(controldata)slope(error(controldata))
1710.009786364349480
Success in 172 training rounds!