epoch 0
Training set 0input = (128, 80, 255, 1)desired = (1)output = (-0.2885648084)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.644927161058)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.745388351814)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.660593557881)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.517974708533)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.434585152753)
#error(trainingdata)error(controldata)slope(error(controldata))
00.51462879955710
epoch 1
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.423574956371)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.512023428993)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.637123994922)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.390402688538)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.19477577577)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.412404781034)
#error(trainingdata)error(controldata)slope(error(controldata))
10.3270299701410
epoch 2
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.5873118194)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.678607608948)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.260900608176)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.697437658265)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.72763869889)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.765468879811)
#error(trainingdata)error(controldata)slope(error(controldata))
20.30002921948510
epoch 3
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.682948685289)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.708949702317)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.752308837823)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.248405320453)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.237796491781)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.263690153456)
#error(trainingdata)error(controldata)slope(error(controldata))
30.1942269707910
epoch 4
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.108869532164)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.16785210083)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0660900131937)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0410549708785)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.199949618945)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0877200458621)
#error(trainingdata)error(controldata)slope(error(controldata))
40.19882957155210
epoch 5
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.725242499825)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0293501556874)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.025871652631)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0132271276227)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.768194898004)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.679894540854)
#error(trainingdata)error(controldata)slope(error(controldata))
50.21024106250
epoch 6
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.706676152715)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.750775413174)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0125597683705)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00660598495988)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.110535793676)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.770551294704)
#error(trainingdata)error(controldata)slope(error(controldata))
60.15402015361910
epoch 7
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0285225755846)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.793265936488)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.811510450614)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.828818047114)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0136622011362)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00162470238065)
#error(trainingdata)error(controldata)slope(error(controldata))
70.361909549970
epoch 8
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.844697937294)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.854286249594)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.797609613714)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.801998143388)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.109642013178)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.810093555616)
#error(trainingdata)error(controldata)slope(error(controldata))
80.13167006419310
epoch 9
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.821894731719)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.837164489603)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.849879764071)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.860583795473)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0137894256303)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.871197779493)
#error(trainingdata)error(controldata)slope(error(controldata))
90.100100950410
epoch 10
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.877908143849)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.884823448599)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.13978950304)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.880733366127)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0805361449754)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.878120698984)
#error(trainingdata)error(controldata)slope(error(controldata))
100.096373193944210
epoch 11
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0769695086703)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.883881033347)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0333359788393)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.891451452187)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.896497968958)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00685967838369)
#error(trainingdata)error(controldata)slope(error(controldata))
110.07728098037150
epoch 12
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.9021829102)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.905925754325)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.909943102469)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.913617494205)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.916988189034)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.920092475814)
#error(trainingdata)error(controldata)slope(error(controldata))
120.074686155193710
epoch 13
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.922961683886)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0245059396513)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.925967177523)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0156105504657)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.928088791623)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.130141467353)
#error(trainingdata)error(controldata)slope(error(controldata))
130.06816745355630
epoch 14
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.923361141085)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0720255614766)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0853462514665)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0306704968513)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.920956539485)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.923664574713)
#error(trainingdata)error(controldata)slope(error(controldata))
140.058473177601410
epoch 15
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.926274751141)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00859021418156)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00637322263241)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.929218902237)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.931157277181)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.933266030155)
#error(trainingdata)error(controldata)slope(error(controldata))
150.05704204366490
epoch 16
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00820763006)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.935534946697)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.936999070298)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.938756099327)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.012589244781)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.94064710013)
#error(trainingdata)error(controldata)slope(error(controldata))
160.05682360591710
epoch 17
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.095209429458)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.937911074804)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0314752770918)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.938793878342)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0129812684533)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.940763297382)
#error(trainingdata)error(controldata)slope(error(controldata))
170.04906047735460
epoch 18
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.942178670008)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.943653333113)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.945052608307)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.946381702176)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.947645874377)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0833940661604)
#error(trainingdata)error(controldata)slope(error(controldata))
180.046285952675410
epoch 19
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0381823073331)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0486265486728)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.943532655313)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.944291378867)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0305581798437)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0461564654583)
#error(trainingdata)error(controldata)slope(error(controldata))
190.04158929525920
epoch 20
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.944470818964)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.945997304802)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.947280798186)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0114100422058)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00671053190844)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00373136662555)
#error(trainingdata)error(controldata)slope(error(controldata))
200.038652253239810
epoch 21
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.948882306178)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.949872480894)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.950973574309)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.054979243216)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.011205588703)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.92942672511)
#error(trainingdata)error(controldata)slope(error(controldata))
210.0489753225820
epoch 22
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.931404876741)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0199621614631)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.932848636195)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00707113902572)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.934659153775)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000583837259709)
#error(trainingdata)error(controldata)slope(error(controldata))
220.045389277561510
epoch 23
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0171520306345)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.935816760274)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.937180437275)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0190611581829)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.938341117784)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.013464572276)
#error(trainingdata)error(controldata)slope(error(controldata))
230.04421586187180
epoch 24
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.939238177875)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.940481911815)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.942045395494)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.943527645846)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0215926882318)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.944272274507)
#error(trainingdata)error(controldata)slope(error(controldata))
240.039717317397310
epoch 25
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.945234880458)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00897830579874)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.946779239617)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.947895582545)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.949087341381)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00245436812041)
#error(trainingdata)error(controldata)slope(error(controldata))
250.03669998363550
epoch 26
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0008155811607)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.950381329847)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00382967242916)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00018754579693)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.951426405995)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00416247560328)
#error(trainingdata)error(controldata)slope(error(controldata))
260.036004193914710
epoch 27
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0315373178403)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0166858904665)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00449180886547)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.951220855562)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000387346059726)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.952291724858)
#error(trainingdata)error(controldata)slope(error(controldata))
270.0349377089240
epoch 28
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.953123728866)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.954083939776)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0326287675065)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0128387802893)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00278668895414)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0021973587291)
#error(trainingdata)error(controldata)slope(error(controldata))
280.033323377674410
epoch 29
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.953961201049)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.021740426392)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.954165745453)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00553331279979)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0133247611384)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00515586320746)
#error(trainingdata)error(controldata)slope(error(controldata))
290.03327293103470
epoch 30
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.95425868363)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.954988637058)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00721767240803)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.956024355034)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.956780446353)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.957594399081)
#error(trainingdata)error(controldata)slope(error(controldata))
300.030568657919110
epoch 31
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.958377721481)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00393106130826)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000162256115384)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00038262759859)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0204443430228)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.958589995413)
#error(trainingdata)error(controldata)slope(error(controldata))
310.02971046975110
epoch 32
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0143310781947)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.958766060022)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.959295191613)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00882168607617)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0127513872681)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0127493950049)
#error(trainingdata)error(controldata)slope(error(controldata))
320.028774227106810
epoch 33
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959757891849)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00212429885006)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.960542153178)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00066680806381)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0011268237781)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000419922647497)
#error(trainingdata)error(controldata)slope(error(controldata))
330.02791254214380
epoch 34
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0128858013369)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00725715722787)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.9607942936)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.961398280063)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.962045105353)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00390484811348)
#error(trainingdata)error(controldata)slope(error(controldata))
340.026925161806210
epoch 35
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000289821556912)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000434108134755)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000205511211027)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000121043360204)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.96273355186)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.963238047947)
#error(trainingdata)error(controldata)slope(error(controldata))
350.02696885941920
epoch 36
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.963823671067)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00625235434361)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00134262457494)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.964434911642)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00400814585109)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000422731502724)
#error(trainingdata)error(controldata)slope(error(controldata))
360.026267262963310
epoch 37
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.964945693895)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965389600785)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.96590774473)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00632873117674)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.966481704063)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.96685617364)
#error(trainingdata)error(controldata)slope(error(controldata))
370.0267976362640
epoch 38
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00607334640912)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00138033331484)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.967365094417)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.967744074647)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00517580854755)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968257905752)
#error(trainingdata)error(controldata)slope(error(controldata))
380.0267899544410
epoch 39
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968597214767)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00533785525109)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.969083477861)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.969403688722)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.969807201432)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0066577834479)
#error(trainingdata)error(controldata)slope(error(controldata))
390.02677934602930
epoch 40
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00173479194104)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00126121578235)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0405391288186)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0171864672576)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0271192940806)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0100334692025)
#error(trainingdata)error(controldata)slope(error(controldata))
400.02353072273210
epoch 41
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968787709468)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.969189108263)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0219362605066)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969161521952)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0120986928223)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.96948005389)
#error(trainingdata)error(controldata)slope(error(controldata))
410.02249951124220
epoch 42
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0164370359808)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.969566157278)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.96982319544)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.970215464277)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00833301502971)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.970668001347)
#error(trainingdata)error(controldata)slope(error(controldata))
420.021664032035110
epoch 43
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.971017087526)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00163700914659)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0017048995966)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000847022534898)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000492141551232)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.971460286162)
#error(trainingdata)error(controldata)slope(error(controldata))
430.02174073236310
epoch 44
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0019387101676)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971810241295)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00219198412901)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972140613669)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0236994326842)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0114620045064)
#error(trainingdata)error(controldata)slope(error(controldata))
440.020692711118910
epoch 45
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.971878977704)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0016192587192)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00166591626172)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.972279463837)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0173431921736)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0063176185526)
#error(trainingdata)error(controldata)slope(error(controldata))
450.0208480167870
epoch 46
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00404064622732)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971937690014)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.972204324583)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.972536574942)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0078773273404)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.972920847302)
#error(trainingdata)error(controldata)slope(error(controldata))
460.019560644060610
epoch 47
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00276829457081)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00211051896669)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0112476387764)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.973068347863)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973282613389)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973589247821)
#error(trainingdata)error(controldata)slope(error(controldata))
470.01906482450580
epoch 48
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00202574586363)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.9739386291)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000112929332255)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974237983435)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00117051829763)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000408317286366)
#error(trainingdata)error(controldata)slope(error(controldata))
480.01886989426210
epoch 49
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-7.78519867812E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974518279889)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.974752555741)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.975026120119)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.975293804962)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.975555722089)
#error(trainingdata)error(controldata)slope(error(controldata))
490.01968167318820
epoch 50
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.975812057677)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976062990051)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976308689966)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00932592837067)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00309258978461)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976541470935)
#error(trainingdata)error(controldata)slope(error(controldata))
500.019771019372810
epoch 51
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.976728053162)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00513539424898)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976992264929)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.977164079027)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.97738724976)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.967898096423)
#error(trainingdata)error(controldata)slope(error(controldata))
510.4657874611240
epoch 52
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.0274682934775)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.804121198164)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.961329222542)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.959104379749)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.959823107982)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.960524907549)
#error(trainingdata)error(controldata)slope(error(controldata))
520.40797086790610
epoch 53
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.187248400196)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.961033575413)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.100443664206)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.00499760414878)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00585579110189)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0487747202493)
#error(trainingdata)error(controldata)slope(error(controldata))
530.2986234427210
epoch 54
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.959705097095)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.959993062965)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.960687598949)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0316776874534)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.961417251794)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0175533843255)
#error(trainingdata)error(controldata)slope(error(controldata))
540.30550625532810
epoch 55
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.961846567184)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00243514945155)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000334957836176)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.746796984673)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.178563811461)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.113173396833)
#error(trainingdata)error(controldata)slope(error(controldata))
550.3938301886070
epoch 56
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0626104971727)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0354444337094)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.949274708483)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.949945037969)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.951041700313)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0312869969147)
#error(trainingdata)error(controldata)slope(error(controldata))
560.03474825061610
epoch 57
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.952198568481)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0177793872934)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00574678135062)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0038357041603)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00207077165483)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.952709845659)
#error(trainingdata)error(controldata)slope(error(controldata))
570.03307347917110
epoch 58
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00518043061461)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000470026950501)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000611834664955)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000294572907679)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.000172667397728)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (9.60861420213E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
580.032803878881710
epoch 59
Training set 0input = (208, 0, 49, 1)desired = (0)output = (5.41695718126E-5)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (3.04381115878E-5)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.953607098407)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00377993734847)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-8.36670888003E-5)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000267250483128)
#error(trainingdata)error(controldata)slope(error(controldata))
590.0321657354760
epoch 60
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.954510903106)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00380911830759)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-3.66553173204E-5)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.955376446395)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.956105298736)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00583524481432)
#error(trainingdata)error(controldata)slope(error(controldata))
600.030363876463210
epoch 61
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.000875542181574)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000834531825788)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.957019914634)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0039534604915)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.957810312155)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.958434610596)
#error(trainingdata)error(controldata)slope(error(controldata))
610.02913681184080
epoch 62
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959186189758)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00749531663288)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00165835361389)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00129610360258)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.959951428011)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.960528141709)
#error(trainingdata)error(controldata)slope(error(controldata))
620.027730356214810
epoch 63
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.961204789247)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.96185840869)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.962489840748)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.963100212493)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.963690576052)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.964261913873)
#error(trainingdata)error(controldata)slope(error(controldata))
630.3942077309810
epoch 64
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.964815144447)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.963945454158)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.963649792998)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961639755174)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0393288605348)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.962430047623)
#error(trainingdata)error(controldata)slope(error(controldata))
640.43164357874310
epoch 65
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.963171447006)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.963759854402)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.964328981578)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.964880106275)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0117876585461)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00619637674724)
#error(trainingdata)error(controldata)slope(error(controldata))
650.3072343646940
epoch 66
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00354555852297)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.965625073915)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.000468381290725)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00101967444733)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.966152126578)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966573108986)
#error(trainingdata)error(controldata)slope(error(controldata))
660.30876499415810
epoch 67
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00368125903293)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.967127658575)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.967500533243)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.7580947942)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.962543161939)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.960364815696)
#error(trainingdata)error(controldata)slope(error(controldata))
670.4117230520390
epoch 68
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.211074812668)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.960838133173)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.960154452082)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.960840496504)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.961506643209)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.956023048397)
#error(trainingdata)error(controldata)slope(error(controldata))
680.39182470196210
epoch 69
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.67669408326)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.222855867527)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.138059684296)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0771971081107)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.942978566336)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.55558172369)
#error(trainingdata)error(controldata)slope(error(controldata))
690.1532506379690
epoch 70
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.206748671428)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.93015752005)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.3678920887)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.916801620471)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.91379342613)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.910846808628)
#error(trainingdata)error(controldata)slope(error(controldata))
700.16947258719610
epoch 71
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.914396374211)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.917704108985)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.920753307202)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.21386809875)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.918447913931)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.918430708888)
#error(trainingdata)error(controldata)slope(error(controldata))
710.4213849717350
epoch 72
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.921403549218)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.924176275379)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.905893997187)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.92337744401)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.299274745543)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.920001752953)
#error(trainingdata)error(controldata)slope(error(controldata))
720.18094046909510
epoch 73
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.919071251048)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.279876826302)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.915190239306)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0852593844474)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0260575977366)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.910657636492)
#error(trainingdata)error(controldata)slope(error(controldata))
730.2076977905830
epoch 74
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.913334499278)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.347248374662)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.184314586894)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0298921196892)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.289530576925)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.901677703627)
#error(trainingdata)error(controldata)slope(error(controldata))
740.13197336106110
epoch 75
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.173974758205)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.21398884445)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.891664141238)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0457448245914)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.892096939932)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.895844878205)
#error(trainingdata)error(controldata)slope(error(controldata))
750.1452382629390
epoch 76
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.218833151728)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0970087800064)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.89721254682)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0748628937582)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.900278338946)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.231657504317)
#error(trainingdata)error(controldata)slope(error(controldata))
760.10630162642410
epoch 77
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0771234358794)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.889825751722)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.893257200932)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.89846741666)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.903180943198)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.907451043606)
#error(trainingdata)error(controldata)slope(error(controldata))
770.1337505070080
epoch 78
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.200532148793)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.911290817859)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.911702747305)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.915205708457)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.177358549963)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.179259180024)
#error(trainingdata)error(controldata)slope(error(controldata))
780.099538969421410
epoch 79
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.911121896002)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.115309646995)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.911989104879)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0630208919595)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.225707676355)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0657497019584)
#error(trainingdata)error(controldata)slope(error(controldata))
790.1117230272070
epoch 80
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.900965174483)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.90374901321)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0159049185847)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.170997333349)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.907295868971)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.908258855479)
#error(trainingdata)error(controldata)slope(error(controldata))
800.095614525070210
epoch 81
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.102201230113)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.137360349894)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0680356572228)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.905509337868)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.90795515254)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0575408138307)
#error(trainingdata)error(controldata)slope(error(controldata))
810.09360323077850
epoch 82
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.91219006716)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.914356595881)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0369215602491)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0122845323534)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.91755299408)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0161376906649)
#error(trainingdata)error(controldata)slope(error(controldata))
820.10782263095510
epoch 83
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.920392840206)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.922582816265)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0152712678573)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00349541830291)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0026923434555)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.251670872456)
#error(trainingdata)error(controldata)slope(error(controldata))
830.3277096794910
epoch 84
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.919017616895)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.918581822935)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0799003025656)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.919834134824)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0248798061426)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.921077544645)
#error(trainingdata)error(controldata)slope(error(controldata))
840.33977460281110
epoch 85
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.923123867154)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.925768077487)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.928232708218)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.930531778857)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.932681846127)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.934697314714)
#error(trainingdata)error(controldata)slope(error(controldata))
850.3530127130570
epoch 86
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.936590758042)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.93837320391)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.198736316019)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.939873701714)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.939442693442)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.941054710269)
#error(trainingdata)error(controldata)slope(error(controldata))
860.35125208482310
epoch 87
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.942589293729)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.116057555165)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.944022748064)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.816408786076)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.941445679628)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.938601790592)
#error(trainingdata)error(controldata)slope(error(controldata))
870.1816170117020
epoch 88
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.305918580446)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.934431267476)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0947125851732)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.931314123769)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.181061487302)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.931970044017)
#error(trainingdata)error(controldata)slope(error(controldata))
880.091136523245910
epoch 89
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.93187319958)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.933926687042)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.130605235621)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.149949128458)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.107280215985)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.736656274878)
#error(trainingdata)error(controldata)slope(error(controldata))
890.07697108194160
epoch 90
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.922220877706)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0806860163748)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.106116706983)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.915316831784)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0931039990036)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0742543720519)
#error(trainingdata)error(controldata)slope(error(controldata))
900.068188168227810
epoch 91
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0123601649252)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0824746477323)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.911758663783)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.91362721393)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.916984692031)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0627244591793)
#error(trainingdata)error(controldata)slope(error(controldata))
910.06672371891880
epoch 92
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.918838497026)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.920558029525)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0314787134991)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.922991990518)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.111852040154)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0776312410203)
#error(trainingdata)error(controldata)slope(error(controldata))
920.065398706803210
epoch 93
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.921600528673)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.012334935444)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.923109232962)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.925184834758)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.927685956533)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.930021215766)
#error(trainingdata)error(controldata)slope(error(controldata))
930.07064631157360
epoch 94
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.93220391857)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.117956451501)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0484779438876)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.932954835585)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.129825529767)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.931476679665)
#error(trainingdata)error(controldata)slope(error(controldata))
940.066350589135610
epoch 95
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0340946669289)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.111144808406)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.930768609013)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0651498685348)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.931571546339)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.102822964268)
#error(trainingdata)error(controldata)slope(error(controldata))
950.05985263850030
epoch 96
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.93056140887)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0281196454825)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00992248060797)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.930419614619)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.932121591863)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.934169147844)
#error(trainingdata)error(controldata)slope(error(controldata))
960.065589345290610
epoch 97
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.936094167965)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.115183965)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.092893717244)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0159158695071)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00322527196473)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00211155066025)
#error(trainingdata)error(controldata)slope(error(controldata))
970.06325627033630
epoch 98
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.103526114794)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0551311671916)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.930823020518)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00772106939059)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.93218829317)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00963983205092)
#error(trainingdata)error(controldata)slope(error(controldata))
980.059797676945610
epoch 99
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0050284773554)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.933708348741)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.935293214382)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0135141685061)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.937144866725)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.111509251143)
#error(trainingdata)error(controldata)slope(error(controldata))
990.06288621925130
epoch 100
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.938496309623)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0596147212852)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0229618879069)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.109670764416)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.935769901399)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0247605955513)
#error(trainingdata)error(controldata)slope(error(controldata))
1000.055649639865510
epoch 101
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00882935962005)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000316738558792)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.935444830706)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00472526902008)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.937177824416)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.938597495025)
#error(trainingdata)error(controldata)slope(error(controldata))
1010.05875302263050
epoch 102
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0974848447729)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0395060275622)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0243691428653)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0134030079478)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00757969130034)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.101795548015)
#error(trainingdata)error(controldata)slope(error(controldata))
1020.050873939185710
epoch 103
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.936194377532)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0242313019196)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.936480483899)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.937745343562)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0195266704416)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00738060765224)
#error(trainingdata)error(controldata)slope(error(controldata))
1030.0547878998380
epoch 104
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000357851338443)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.938897490944)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.94027791073)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0911311754841)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.941896611796)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0487543376573)
#error(trainingdata)error(controldata)slope(error(controldata))
1040.065719751596510
epoch 105
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0884449654133)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0198430240585)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00185296212191)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.938839808415)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.940243409973)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.941820428916)
#error(trainingdata)error(controldata)slope(error(controldata))
1050.05295890466830
epoch 106
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0811629440929)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0629224992052)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.941387394334)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.942097041646)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0169222131908)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0793250750164)
#error(trainingdata)error(controldata)slope(error(controldata))
1060.050794274295710
epoch 107
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.943148726363)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0460814278808)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0141651480375)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.942279399152)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.94338646792)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0104046439818)
#error(trainingdata)error(controldata)slope(error(controldata))
1070.05114382012110
epoch 108
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00477691193758)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000409832662203)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000275587661799)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0837995930036)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0448230404747)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0592965378475)
#error(trainingdata)error(controldata)slope(error(controldata))
1080.046641879287410
epoch 109
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.942269050727)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.942979708965)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.94440999723)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.945771073662)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.947064862456)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0479560881397)
#error(trainingdata)error(controldata)slope(error(controldata))
1090.06264711205350
epoch 110
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.948393805384)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.948994495601)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.950133703138)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.951223708954)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952265639995)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.110759936805)
#error(trainingdata)error(controldata)slope(error(controldata))
1100.049456048948610
epoch 111
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.074850324453)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.950616646663)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.950945663)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.951996933275)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.953005427134)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0783191862234)
#error(trainingdata)error(controldata)slope(error(controldata))
1110.04975251483020
epoch 112
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0225684059464)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.951893725906)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.104967537817)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.952544608365)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.952607928474)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.953587042497)
#error(trainingdata)error(controldata)slope(error(controldata))
1120.055507888086310
epoch 113
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.954528569708)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.071366955145)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.954449877454)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.954709439678)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0238873626276)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.955370628263)
#error(trainingdata)error(controldata)slope(error(controldata))
1130.05526949978540
epoch 114
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.110998551308)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.955884293986)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.955844936993)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.956692477093)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0752432981142)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.956507726991)
#error(trainingdata)error(controldata)slope(error(controldata))
1140.051745805633410
epoch 115
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0190951148797)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00653217476186)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.956305277001)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.956959357415)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00821558887064)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.957771464704)
#error(trainingdata)error(controldata)slope(error(controldata))
1150.05712820055520
epoch 116
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.11958208876)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.958300152894)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.958169364446)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0702645832606)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.958026696433)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.95821473022)
#error(trainingdata)error(controldata)slope(error(controldata))
1160.051942872081510
epoch 117
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.10050049998)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.958933278424)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0732224567667)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.957965324951)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.088093093942)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.958115550202)
#error(trainingdata)error(controldata)slope(error(controldata))
1170.05076666263120
epoch 118
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0464498982041)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.958234102705)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0895134978215)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.95737893639)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.957454945059)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0268166398062)
#error(trainingdata)error(controldata)slope(error(controldata))
1180.043941154952110
epoch 119
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00851675770234)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.95766689568)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00280064625619)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.958348397487)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00537237059423)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.959005699774)
#error(trainingdata)error(controldata)slope(error(controldata))
1190.04832509582060
epoch 120
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959584817056)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0968734498269)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0636460964755)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0717146148811)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958214568993)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.958389414656)
#error(trainingdata)error(controldata)slope(error(controldata))
1200.043255402371110
epoch 121
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.959141284936)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.959867547059)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0545048876133)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0157759928388)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0794039303452)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.959121816955)
#error(trainingdata)error(controldata)slope(error(controldata))
1210.04057155662290
epoch 122
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.959230253745)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0464499587802)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0181419848367)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.95967248815)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.960152363493)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0177803934619)
#error(trainingdata)error(controldata)slope(error(controldata))
1220.060215837932610
epoch 123
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.960923631956)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0942655633326)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0267920391891)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.062285937308)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.958944103633)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0292040055899)
#error(trainingdata)error(controldata)slope(error(controldata))
1230.0351029107760
epoch 124
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.958859981706)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0100611628414)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00408751201151)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.959141506912)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0603001297026)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.037102497966)
#error(trainingdata)error(controldata)slope(error(controldata))
1240.034096747577510
epoch 125
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.958829743948)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.959212048381)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.959934660367)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0146657536827)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.960539067252)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00723893481159)
#error(trainingdata)error(controldata)slope(error(controldata))
1250.03761591237860
epoch 126
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.961024887645)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0662256016011)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0428029025776)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.960549425325)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0547294402643)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.960879259092)
#error(trainingdata)error(controldata)slope(error(controldata))
1260.036255021567410
epoch 127
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.961105228763)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.961760976636)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0442593910371)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.961906273308)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.962173094831)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0562522955488)
#error(trainingdata)error(controldata)slope(error(controldata))
1270.03947020521610
epoch 128
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.962809305449)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.046939032475)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.962467856162)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.053077813894)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0210916610193)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.962385166871)
#error(trainingdata)error(controldata)slope(error(controldata))
1280.040256664768710
epoch 129
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.962776972194)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0194336270789)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0673057498969)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0162708118676)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.961838706954)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000629138364998)
#error(trainingdata)error(controldata)slope(error(controldata))
1290.03320648946190
epoch 130
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.962364658268)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0516555615894)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0336276516721)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0373510135841)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0184200929962)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.961643841849)
#error(trainingdata)error(controldata)slope(error(controldata))
1300.032736319875510
epoch 131
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.962070004114)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0350623114102)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0105113968443)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.961980733161)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00213539819443)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00190790053703)
#error(trainingdata)error(controldata)slope(error(controldata))
1310.03113645713380
epoch 132
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.96247839338)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00317407194576)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963034926808)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.963513677063)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0477336748797)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0188500151554)
#error(trainingdata)error(controldata)slope(error(controldata))
1320.035747449531810
epoch 133
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0424397613493)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00960858168332)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000889889455629)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.962747120053)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0396958793033)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0154042543021)
#error(trainingdata)error(controldata)slope(error(controldata))
1330.03156950415890
epoch 134
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00964349768229)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.962940343069)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963384448725)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0403074901125)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0118496737657)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000136664894384)
#error(trainingdata)error(controldata)slope(error(controldata))
1340.029418477831610
epoch 135
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.963090195992)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00197740816115)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963654637093)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0386554083055)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.964160148224)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0209426262201)
#error(trainingdata)error(controldata)slope(error(controldata))
1350.03388752713940
epoch 136
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0390291432607)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00853647978789)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963527799627)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.963963084368)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.964525367414)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.965070348483)
#error(trainingdata)error(controldata)slope(error(controldata))
1360.030038965762510
epoch 137
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.013651023142)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0425555568247)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0190332753271)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.965126035588)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.965464432833)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0172130257718)
#error(trainingdata)error(controldata)slope(error(controldata))
1370.03728961089040
epoch 138
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.96603873571)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.966366258362)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0544158796512)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.966291138981)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.966417879627)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966904570953)
#error(trainingdata)error(controldata)slope(error(controldata))
1380.031073232076310
epoch 139
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0409134019227)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.967400524387)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.967577871699)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.968031243746)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0514350541659)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.967965431866)
#error(trainingdata)error(controldata)slope(error(controldata))
1390.03128105106580
epoch 140
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0130832139668)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968003337438)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.968308974341)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.968742186483)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.96916378965)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.96957394955)
#error(trainingdata)error(controldata)slope(error(controldata))
1400.3005876029210
epoch 141
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0202950522148)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.736057321281)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.08497253691)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.964719257517)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0169377037338)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.965003182137)
#error(trainingdata)error(controldata)slope(error(controldata))
1410.03018867302350
epoch 142
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000984739176075)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0427674000167)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0244641304559)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0308087013132)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0176243777774)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00212585228875)
#error(trainingdata)error(controldata)slope(error(controldata))
1420.02742138710610
epoch 143
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0262911316751)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0112284665045)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.964108920547)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0190849211603)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.964363470373)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.964719199886)
#error(trainingdata)error(controldata)slope(error(controldata))
1430.02707040029290
epoch 144
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0116346176123)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.965199982169)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00611860491396)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.965585593852)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.965982719406)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00899861422906)
#error(trainingdata)error(controldata)slope(error(controldata))
1440.028274252688310
epoch 145
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00354350341436)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00020152779301)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000231079474601)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.966346325382)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00261885570991)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.966805256123)
#error(trainingdata)error(controldata)slope(error(controldata))
1450.02969960637320
epoch 146
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.967191261953)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0464437746329)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.967670858883)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0247082008428)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.967856517191)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0137759907993)
#error(trainingdata)error(controldata)slope(error(controldata))
1460.039766640605610
epoch 147
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968160882776)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968459703355)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0617097697893)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0174061201205)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000386778374746)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0014926291391)
#error(trainingdata)error(controldata)slope(error(controldata))
1470.02907162296960
epoch 148
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0440581432343)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.967653154655)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.967810197447)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.968256971218)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0298969280046)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.968428426228)
#error(trainingdata)error(controldata)slope(error(controldata))
1480.02861986939410
epoch 149
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00903404342028)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.968610472712)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00522752068871)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00246511108373)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0501927798451)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.968806818488)
#error(trainingdata)error(controldata)slope(error(controldata))
1490.02880398677690
epoch 150
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.027863494505)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.041637025616)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00867549968971)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.968042878077)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0384777018021)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0226424726176)
#error(trainingdata)error(controldata)slope(error(controldata))
1500.025213820611310
epoch 151
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00282583003735)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.967797523078)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00125381554351)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00146181988241)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.968193298387)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00268552713923)
#error(trainingdata)error(controldata)slope(error(controldata))
1510.02641739043610
epoch 152
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.968591920973)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.968935943442)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.969352080899)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.969757181548)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97015150783)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.042937445534)
#error(trainingdata)error(controldata)slope(error(controldata))
1520.032819471570910
epoch 153
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0170552497601)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0105960097222)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.97023476091)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00901636423241)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97055616191)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0613551950156)
#error(trainingdata)error(controldata)slope(error(controldata))
1530.02592247938090
epoch 154
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0172325445037)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.039398989158)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.969648228233)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.969794812314)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970187588931)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.026142406234)
#error(trainingdata)error(controldata)slope(error(controldata))
1540.031646233281310
epoch 155
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970601076021)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0409579945968)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.970426983829)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.970553951696)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.970926980185)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.971291025989)
#error(trainingdata)error(controldata)slope(error(controldata))
1550.0281091001480
epoch 156
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.971645902505)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0240460760176)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00726111657687)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971627262025)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0550854441555)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.971880096554)
#error(trainingdata)error(controldata)slope(error(controldata))
1560.028898539864910
epoch 157
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0288968906481)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0466424982949)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00992575015622)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.971035732984)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.971293980647)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.042967703527)
#error(trainingdata)error(controldata)slope(error(controldata))
1570.02660775015310
epoch 158
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0277947145453)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.971181932961)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00387217454723)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.971374542519)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.971653245803)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.039834653112)
#error(trainingdata)error(controldata)slope(error(controldata))
1580.026958211559410
epoch 159
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0296708940922)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.971535862851)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00443545518293)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.97170762378)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971977106908)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.97231487257)
#error(trainingdata)error(controldata)slope(error(controldata))
1590.02615230602260
epoch 160
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.972644599242)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.01352004062)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00447571810484)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-8.23773734588E-5)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.972766481887)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.973033752267)
#error(trainingdata)error(controldata)slope(error(controldata))
1600.028637026277110
epoch 161
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.973346284028)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0079200984696)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00299208263834)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0573470238921)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.973492662175)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.973508042186)
#error(trainingdata)error(controldata)slope(error(controldata))
1610.02903685404170
epoch 162
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.973809100387)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.974103817075)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0372158607018)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.974097730646)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0096990891176)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0555172262591)
#error(trainingdata)error(controldata)slope(error(controldata))
1620.028060009228910
epoch 163
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.974049355171)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.974066402923)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.974354782464)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0360031180993)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974356408531)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.974448673304)
#error(trainingdata)error(controldata)slope(error(controldata))
1630.02855430294910
epoch 164
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.974728667026)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0152245016332)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0048442653524)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0607080647416)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0323050088131)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00359667273027)
#error(trainingdata)error(controldata)slope(error(controldata))
1640.026609090256810
epoch 165
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0016465191284)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974026083118)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00145805181219)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0483206934777)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.974253828792)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.974297759485)
#error(trainingdata)error(controldata)slope(error(controldata))
1650.02675419584780
epoch 166
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0282811400191)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974369912238)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0416063673144)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.974496279917)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0300242815731)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974336853057)
#error(trainingdata)error(controldata)slope(error(controldata))
1660.024004236086710
epoch 167
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0368800261738)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974461490194)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.974548865258)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0206967755984)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97485023553)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.043431656004)
#error(trainingdata)error(controldata)slope(error(controldata))
1670.02220612039570
epoch 168
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0122572464702)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974366610872)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000754799458238)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00109151815726)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974579422747)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.974807911214)
#error(trainingdata)error(controldata)slope(error(controldata))
1680.024523428028910
epoch 169
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00499896766886)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0421941227878)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0245186274837)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.974631224396)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00305358486736)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.974782338973)
#error(trainingdata)error(controldata)slope(error(controldata))
1690.02341716735990
epoch 170
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.974999372157)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0383872206426)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0278225177608)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.028924703067)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0175709008368)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.974461421639)
#error(trainingdata)error(controldata)slope(error(controldata))
1700.021076999001210
epoch 171
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.974626131551)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.974902342658)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0289713931613)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.975187271849)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0155763099844)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0340057246419)
#error(trainingdata)error(controldata)slope(error(controldata))
1710.01996091760340
epoch 172
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.974961932677)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975054214322)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975320971857)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0125246661054)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.975514999578)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00503816550221)
#error(trainingdata)error(controldata)slope(error(controldata))
1720.022272384919310
epoch 173
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.975680206898)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.975873914495)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976123447309)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.976367894792)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97660731247)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976841855343)
#error(trainingdata)error(controldata)slope(error(controldata))
1730.02555867506950
epoch 174
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977071672227)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.019682820551)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0495880349074)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0310510629554)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0382389868423)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.976470132084)
#error(trainingdata)error(controldata)slope(error(controldata))
1740.02270234397210
epoch 175
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.021070748838)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00630756094219)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.976257780545)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.976437117921)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976675015025)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.976908188494)
#error(trainingdata)error(controldata)slope(error(controldata))
1750.02362575311660
epoch 176
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00925024853367)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977097702942)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.977253044756)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977474581102)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.977691892942)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.977904992335)
#error(trainingdata)error(controldata)slope(error(controldata))
1760.026692286532710
epoch 177
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0492140113938)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0416755115043)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0069855742704)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.04569871595)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977334882215)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.977356793135)
#error(trainingdata)error(controldata)slope(error(controldata))
1770.02336921613460
epoch 178
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977576083706)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0257750150429)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.036203323187)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.977497831826)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.977551796505)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0229312152833)
#error(trainingdata)error(controldata)slope(error(controldata))
1780.027930542440610
epoch 179
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.977781494004)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.977878820428)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.978088148777)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.978293674485)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0152668935745)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00566163209544)
#error(trainingdata)error(controldata)slope(error(controldata))
1790.03662607957780
epoch 180
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00359910254875)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0591207260665)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0153038546684)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000730315914551)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00141390328914)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000309192637167)
#error(trainingdata)error(controldata)slope(error(controldata))
1800.021401039976410
epoch 181
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0352728583823)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.977580517688)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0180141632602)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977527717776)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00578605494357)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.97763412486)
#error(trainingdata)error(controldata)slope(error(controldata))
1810.02060342200210
epoch 182
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00357182186263)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0017060441966)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.977773450251)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00175906785658)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97796490201)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.978133278112)
#error(trainingdata)error(controldata)slope(error(controldata))
1820.02211885028910
epoch 183
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.978337888504)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978538712947)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0101645498)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00338876714319)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-6.80412512894E-5)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.000253407527123)
#error(trainingdata)error(controldata)slope(error(controldata))
1830.02399199356020
epoch 184
Training set 0input = (208, 0, 49, 1)desired = (0)output = (7.13292744749E-5)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.978621142834)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0472453859914)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0191950613616)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978601884049)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.034586642801)
#error(trainingdata)error(controldata)slope(error(controldata))
1840.019722901876910
epoch 185
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.97846972928)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00869720306066)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.978484287646)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.978621142205)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.978816607653)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0088053297837)
#error(trainingdata)error(controldata)slope(error(controldata))
1850.02252631949750
epoch 186
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.978973237838)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.979102856336)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979289535588)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00866139931781)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.979438754399)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00388127811283)
#error(trainingdata)error(controldata)slope(error(controldata))
1860.025356581391410
epoch 187
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00172185891106)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000137191223771)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.979531335001)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.979681239966)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.97985768217)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.980031088518)
#error(trainingdata)error(controldata)slope(error(controldata))
1870.02734399950180
epoch 188
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.980201496554)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.980368983959)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0127511447708)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.980471248683)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0646923794801)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0399403366932)
#error(trainingdata)error(controldata)slope(error(controldata))
1880.024009735057910
epoch 189
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980064254379)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.980081383657)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00590431581744)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00222506317653)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000106199450033)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980194197689)
#error(trainingdata)error(controldata)slope(error(controldata))
1890.02720170781830
epoch 190
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00138393778835)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.980351552068)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.980485718902)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00466452805481)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00188819539637)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000117783902823)
#error(trainingdata)error(controldata)slope(error(controldata))
1900.028758377134110
epoch 191
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.980608079149)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0634331834396)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0361514409216)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.980273698134)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.98030089552)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.980466496044)
#error(trainingdata)error(controldata)slope(error(controldata))
1910.02530821266710
epoch 192
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.980629492322)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.980789757435)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0118125730127)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00373750606662)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.980830795921)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0606549584893)
#error(trainingdata)error(controldata)slope(error(controldata))
1920.026132027023510
epoch 193
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.980930638895)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.980878728076)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981034580254)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.981188158224)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.98133923931)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0396493406006)
#error(trainingdata)error(controldata)slope(error(controldata))
1930.02481010728530
epoch 194
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0110202006816)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.981056330748)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0586252680382)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.98113287655)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981086116146)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.98123858708)
#error(trainingdata)error(controldata)slope(error(controldata))
1940.026781597806710
epoch 195
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0319065663646)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.981389259428)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.981419719337)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981566919578)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.054393380738)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0149506146735)
#error(trainingdata)error(controldata)slope(error(controldata))
1950.02382325948690
epoch 196
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0483238305903)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.981036118784)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0220052946462)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00638844552285)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (9.82957117953E-5)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.980766738326)
#error(trainingdata)error(controldata)slope(error(controldata))
1960.021437677711210
epoch 197
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0407565810394)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0165127706285)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.980757858155)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0294333581032)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00834546235931)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980515916084)
#error(trainingdata)error(controldata)slope(error(controldata))
1970.01871545912140
epoch 198
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000667253950735)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000847721878765)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.980639791455)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00160631313441)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.980786083813)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.980913567999)
#error(trainingdata)error(controldata)slope(error(controldata))
1980.019797786374210
epoch 199
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.035130898387)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0242067877181)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.980797019415)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00306107320405)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00146013570987)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.980840990482)
#error(trainingdata)error(controldata)slope(error(controldata))
1990.01890686765940
epoch 200
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.980968167974)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00365238860002)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.981122819415)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.981239670976)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00489574138379)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.981381288456)
#error(trainingdata)error(controldata)slope(error(controldata))
2000.020876386365710
epoch 201
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00297760626023)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00141765537172)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981476980915)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.98159577107)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.98174028884)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00558261747532)
#error(trainingdata)error(controldata)slope(error(controldata))
2010.02259828032550
epoch 202
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981869124666)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981970911455)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982109538265)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0070833777037)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00245965876553)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0524443694606)
#error(trainingdata)error(controldata)slope(error(controldata))
2020.022496688762910
epoch 203
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982143387358)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.982109805438)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0286913229336)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0433980803518)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00907751872413)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00110435762474)
#error(trainingdata)error(controldata)slope(error(controldata))
2030.02003282082210
epoch 204
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98168598461)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0387446347572)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0220182864665)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00264128167568)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00107385580108)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.981465406795)
#error(trainingdata)error(controldata)slope(error(controldata))
2040.018182899080110
epoch 205
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981591621465)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00310784954331)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.981738985642)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981849491477)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00465568654057)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98198247575)
#error(trainingdata)error(controldata)slope(error(controldata))
2050.02001873604820
epoch 206
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0377531376205)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0238399700046)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00319697164153)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0304648528207)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981698562491)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0169325337973)
#error(trainingdata)error(controldata)slope(error(controldata))
2060.019065259491310
epoch 207
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981741224566)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981811893801)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.981952953887)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.982091908296)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982228714847)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.032006409986)
#error(trainingdata)error(controldata)slope(error(controldata))
2070.01674976785440
epoch 208
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00896998796793)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000224920056814)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.982010655931)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000639470992618)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0314693914582)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0132959766328)
#error(trainingdata)error(controldata)slope(error(controldata))
2080.018422380623510
epoch 209
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982022203533)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982100254972)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.982236857151)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0267115366619)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982224356672)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00682349008626)
#error(trainingdata)error(controldata)slope(error(controldata))
2090.01679572710570
epoch 210
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982240945474)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00322124661522)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0296453386229)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0171855390922)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982113522976)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982179601123)
#error(trainingdata)error(controldata)slope(error(controldata))
2100.016355644773910
epoch 211
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0251556295517)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982318909389)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982360649597)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982493235696)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982623933667)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.982752673038)
#error(trainingdata)error(controldata)slope(error(controldata))
2110.02019642600250
epoch 212
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982879497688)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983004450326)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983127572392)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0185240637983)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0417935865888)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0245346923467)
#error(trainingdata)error(controldata)slope(error(controldata))
2120.017422874548710
epoch 213
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.982824812112)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.982863858056)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0176853075741)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0307873757684)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.982760967702)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00549863285895)
#error(trainingdata)error(controldata)slope(error(controldata))
2130.01599730932130
epoch 214
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.982770038313)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00292144217082)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00135381132219)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0282711349814)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.012002239254)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.982739179266)
#error(trainingdata)error(controldata)slope(error(controldata))
2140.017162476596110
epoch 215
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98281312627)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0217893705229)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.982826049561)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.982872533338)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00778010337668)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00261391072935)
#error(trainingdata)error(controldata)slope(error(controldata))
2150.01602088107680
epoch 216
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.98293322369)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.983030420337)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98315313132)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983274093004)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0068457511546)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983371697407)
#error(trainingdata)error(controldata)slope(error(controldata))
2160.018045322879610
epoch 217
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00309810031441)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983453144244)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983542991858)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00425882309683)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00167426735136)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.98363104086)
#error(trainingdata)error(controldata)slope(error(controldata))
2170.01986692393390
epoch 218
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.983722543994)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00305421149841)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.983835731802)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0424161469942)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983912108974)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0236373390419)
#error(trainingdata)error(controldata)slope(error(controldata))
2180.017331285554110
epoch 219
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00671364877629)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.03481152459)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0180923615244)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983441145452)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.983491914688)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983607949333)
#error(trainingdata)error(controldata)slope(error(controldata))
2190.01680501852430
epoch 220
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0289839476248)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.983721951572)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.98374216159)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983854648964)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983965678955)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0260247799764)
#error(trainingdata)error(controldata)slope(error(controldata))
2200.016274227020510
epoch 221
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983944175255)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00650033301842)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00224311532673)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-6.32174301842E-5)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000163011789668)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0333638727885)
#error(trainingdata)error(controldata)slope(error(controldata))
2210.01643248104390
epoch 222
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98389505315)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0165419588967)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983825333478)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983876621291)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0269388072429)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.983987810573)
#error(trainingdata)error(controldata)slope(error(controldata))
2220.017467144341510
epoch 223
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984011309846)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0148568129862)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984128063321)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984180868576)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.032935294162)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984118813173)
#error(trainingdata)error(controldata)slope(error(controldata))
2230.01571169609370
epoch 224
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984126297776)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984233486154)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98433933207)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984443752143)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0272929850688)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0300376495364)
#error(trainingdata)error(controldata)slope(error(controldata))
2240.015296642197210
epoch 225
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00565699746182)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000929831208697)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984196400832)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984288000779)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00236398004757)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00115526894958)
#error(trainingdata)error(controldata)slope(error(controldata))
2250.01709875716660
epoch 226
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984384360093)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0012275924378)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984478412357)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00195950231605)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00104339353934)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000114523955557)
#error(trainingdata)error(controldata)slope(error(controldata))
2260.018113808657210
epoch 227
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984553309844)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984638298878)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984738726244)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00456140076717)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984828934854)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984900235796)
#error(trainingdata)error(controldata)slope(error(controldata))
2270.02006624877690
epoch 228
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984997234517)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00588822585314)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0020468194578)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0448997036324)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0191019348729)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984902118299)
#error(trainingdata)error(controldata)slope(error(controldata))
2280.021369515514310
epoch 229
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984937953386)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985034428375)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.033807236316)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00934542642854)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984833186217)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.984892973626)
#error(trainingdata)error(controldata)slope(error(controldata))
2290.01839740192790
epoch 230
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00184477266688)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000998977129977)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984985878585)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00119337835267)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985072969217)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985149748435)
#error(trainingdata)error(controldata)slope(error(controldata))
2300.01965229611810
epoch 231
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00354630336354)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985239805338)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985309346789)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.985401130899)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985491788022)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.741877804212)
#error(trainingdata)error(controldata)slope(error(controldata))
2310.0564182439220
epoch 232
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984807551676)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983778428254)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0553009682079)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983587124221)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983540092643)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0138198256116)
#error(trainingdata)error(controldata)slope(error(controldata))
2320.013320796911210
epoch 233
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00416295778613)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.983532492231)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983618666898)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0199113979416)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983738316531)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0137361074153)
#error(trainingdata)error(controldata)slope(error(controldata))
2330.01331574834890
epoch 234
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00413414460216)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (2.3727845255E-5)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.000336895142689)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (8.56945503112E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-4.67102459997E-6)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.983653493657)
#error(trainingdata)error(controldata)slope(error(controldata))
2340.013970488158810
epoch 235
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983749044646)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0200741760676)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0144908580696)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.983731181657)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00226713585942)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983793493652)
#error(trainingdata)error(controldata)slope(error(controldata))
2350.01387943648030
epoch 236
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00222396148026)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00113629327813)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000117521788057)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983870845016)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0011797282011)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0213283459757)
#error(trainingdata)error(controldata)slope(error(controldata))
2360.013878639008810
epoch 237
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.983957910685)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.983995862184)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0136077970878)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984044892991)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0196371700839)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0153868514706)
#error(trainingdata)error(controldata)slope(error(controldata))
2370.01298355749890
epoch 238
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0151201752018)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00936622083346)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.98382767316)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00173043234156)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.98390511633)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983993345068)
#error(trainingdata)error(controldata)slope(error(controldata))
2380.013303017007710
epoch 239
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00390894316373)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0174587632797)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.984076729814)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.984123452929)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984230723243)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0140603444345)
#error(trainingdata)error(controldata)slope(error(controldata))
2390.01321117270290
epoch 240
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984274704206)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984328162201)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984432675113)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.984535845727)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00952459400229)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00300920625211)
#error(trainingdata)error(controldata)slope(error(controldata))
2400.015158862734310
epoch 241
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984561665758)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984639504239)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.984739908134)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984839020267)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984936840764)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985033394844)
#error(trainingdata)error(controldata)slope(error(controldata))
2410.01716997509180
epoch 242
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.985128707098)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.98522280148)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985315701329)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0144212950153)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00425720560839)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985290774121)
#error(trainingdata)error(controldata)slope(error(controldata))
2420.019873539502910
epoch 243
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985358150974)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985449320762)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00401450733584)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00154362437014)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.985515761196)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985587141492)
#error(trainingdata)error(controldata)slope(error(controldata))
2430.02159749678110
epoch 244
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.98567547085)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0471796101637)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985750014017)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0275287098618)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0342365827691)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0239299889421)
#error(trainingdata)error(controldata)slope(error(controldata))
2440.01571102832110
epoch 245
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985302165763)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.985323675632)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985415230961)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985505711892)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00761530931648)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0024782542804)
#error(trainingdata)error(controldata)slope(error(controldata))
2450.01833900586010
epoch 246
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-3.51730339051E-5)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985533937077)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985608581539)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00253465206774)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.00115322155703)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985686069616)
#error(trainingdata)error(controldata)slope(error(controldata))
2460.019734270869810
epoch 247
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985756612672)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00270235840826)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985842937974)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0020688909179)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985911615731)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.985977859207)
#error(trainingdata)error(controldata)slope(error(controldata))
2470.02135592422850
epoch 248
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00351276834653)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.98605725337)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986118894132)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.98620078453)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986281725968)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0501097472491)
#error(trainingdata)error(controldata)slope(error(controldata))
2480.023576184444310
epoch 249
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.986347374424)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0257370799302)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98630428994)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0134707019709)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0523823572519)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.986033126468)
#error(trainingdata)error(controldata)slope(error(controldata))
2490.01711254073680
epoch 250
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985986928568)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.986070287044)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0127125977067)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.986102910023)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986143884151)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0395872134661)
#error(trainingdata)error(controldata)slope(error(controldata))
2500.019631227831910
epoch 251
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.986216835668)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0204309854833)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986199988664)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0360260648809)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986058084078)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.027961241728)
#error(trainingdata)error(controldata)slope(error(controldata))
2510.01746492877640
epoch 252
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.986045703604)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0224927510009)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.985954259967)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0255395280735)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985973883494)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.98598739922)
#error(trainingdata)error(controldata)slope(error(controldata))
2520.016418715121410
epoch 253
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0204916277995)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985981836128)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986006513065)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0246035936536)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.986089387345)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0129072578542)
#error(trainingdata)error(controldata)slope(error(controldata))
2530.01859695939080
epoch 254
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00494563442277)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.986079074031)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986137352932)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.986219021337)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986299747694)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00634536330476)
#error(trainingdata)error(controldata)slope(error(controldata))
2540.023946691614610
epoch 255
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.986388804188)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.0384896820383)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0105349568464)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.986130125462)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986175664712)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.986256867826)
#error(trainingdata)error(controldata)slope(error(controldata))
2550.01508099763020
epoch 256
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.02805231159)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.986334729527)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986340658902)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.986419887947)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986498264461)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0219356258735)
#error(trainingdata)error(controldata)slope(error(controldata))
2560.014210925437610
epoch 257
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00617753219705)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0283309847767)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.014643633789)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.986243435578)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00143668211976)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.986284900024)
#error(trainingdata)error(controldata)slope(error(controldata))
2570.01371138198480
epoch 258
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.986348910041)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00331318487769)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986424643244)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00211225422038)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.986485578596)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00188860710939)
#error(trainingdata)error(controldata)slope(error(controldata))
2580.014944736275810
epoch 259
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98654952923)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.986610057456)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986686226418)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.986761541404)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986836001841)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00776791032588)
#error(trainingdata)error(controldata)slope(error(controldata))
2590.01680630410450
epoch 260
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00247136283467)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-2.11752080176E-5)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.986851893456)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000820071815843)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.986921388413)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0378660094087)
#error(trainingdata)error(controldata)slope(error(controldata))
2600.017123379790710
epoch 261
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.986972729127)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.986955084846)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.02009120152)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.987028459916)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.987047181766)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0340204688631)
#error(trainingdata)error(controldata)slope(error(controldata))
2610.01438399889260
epoch 262
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00933112821863)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.986858035865)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.986900226147)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00143613928411)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.98697802628)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987035545006)
#error(trainingdata)error(controldata)slope(error(controldata))
2620.016695621021110
epoch 263
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.987106924907)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00459541238059)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00163665087406)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.98715080759)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0379280794605)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987198286135)
#error(trainingdata)error(controldata)slope(error(controldata))
2630.01661635964920
epoch 264
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0195535338218)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0077806046894)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0333848326064)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.986966658842)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.986958292943)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987030470853)
#error(trainingdata)error(controldata)slope(error(controldata))
2640.014130642419710
epoch 265
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0093335342687)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00287199550134)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.987037711614)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.987091741671)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.987162498039)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00364080055771)
#error(trainingdata)error(controldata)slope(error(controldata))
2650.01560586749510
epoch 266
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00138645900825)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-6.92220188012E-5)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (9.29187819367E-5)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.987210436294)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987268951677)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987337773502)
#error(trainingdata)error(controldata)slope(error(controldata))
2660.016669086546610
epoch 267
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.987405858806)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.987473209907)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.98753983867)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0356952713017)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.0276546114493)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987404299704)
#error(trainingdata)error(controldata)slope(error(controldata))
2670.01562294030820
epoch 268
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00312077675844)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00124279223253)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-7.34683314547E-5)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.987387706351)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987444272959)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987511201972)
#error(trainingdata)error(controldata)slope(error(controldata))
2680.01682941715310
epoch 269
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00367712519781)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.987571639948)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.987619466017)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0375218253984)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987676553135)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0220314085353)
#error(trainingdata)error(controldata)slope(error(controldata))
2690.01462335282990
epoch 270
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.987570167633)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0299864720379)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0219575655256)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98741984866)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0256494513122)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987430449776)
#error(trainingdata)error(controldata)slope(error(controldata))
2700.0138270222510
epoch 271
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.987435675575)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.987502652199)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.987568966385)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.987634574941)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.987699489084)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0226495733672)
#error(trainingdata)error(controldata)slope(error(controldata))
2710.01367191321290
epoch 272
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.987674528262)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00546067452562)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0286143194852)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.016842535644)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987514665267)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.987536914148)
#error(trainingdata)error(controldata)slope(error(controldata))
2720.013267916737710
epoch 273
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.987602825129)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00448111085898)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.987658704065)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.987704235809)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0035512062928)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00134425643297)
#error(trainingdata)error(controldata)slope(error(controldata))
2730.01478796929380
epoch 274
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.987750288671)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.000901278054577)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98780739625)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.987858639344)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.987921200059)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0323730115642)
#error(trainingdata)error(controldata)slope(error(controldata))
2740.016249317526210
epoch 275
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.0220910162839)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00316809474411)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00094268008493)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.000498542715655)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (5.42068992366E-5)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.987766181046)
#error(trainingdata)error(controldata)slope(error(controldata))
2750.01421389385140
epoch 276
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000972281527798)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.000671529935652)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-9.68156593088E-5)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (2.85502982238E-5)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.987818935238)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0289686478246)
#error(trainingdata)error(controldata)slope(error(controldata))
2760.013881130341310
epoch 277
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.987867966666)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0155893423426)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.98780689461)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00416457719938)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.987821713539)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.987866538644)
#error(trainingdata)error(controldata)slope(error(controldata))
2770.01366017146230
epoch 278
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.987929012246)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00480049670372)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00166130709525)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.02860138364)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.987946882744)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.987943984559)
#error(trainingdata)error(controldata)slope(error(controldata))
2780.01386949825110
epoch 279
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.988005619961)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.988066677091)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0179924921924)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0050925201463)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.988004093294)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000401373433717)
#error(trainingdata)error(controldata)slope(error(controldata))
2790.01414527833320
epoch 280
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.988053729155)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00140230201104)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000773317214634)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.988101574347)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000942874781085)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.988156151823)
#error(trainingdata)error(controldata)slope(error(controldata))
2800.015241775330910
epoch 281
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00148835190039)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.988207582226)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.988254347654)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.0328632281723)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.988306953096)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0192877444654)
#error(trainingdata)error(controldata)slope(error(controldata))
2810.01319859418190
epoch 282
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00542236031523)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.988163901854)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000344740940759)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.988211685654)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.988260553032)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.029985718131)
#error(trainingdata)error(controldata)slope(error(controldata))
2820.014723085392510
epoch 283
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.988314429425)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.988307489586)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.988365444108)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.0203541582407)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.988347485411)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00496789455339)
#error(trainingdata)error(controldata)slope(error(controldata))
2830.01407499084860
epoch 284
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.988346760093)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00218950327639)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0295743812379)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0167472762414)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.988243324399)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.988261349044)
#error(trainingdata)error(controldata)slope(error(controldata))
2840.01294789468110
epoch 285
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00286625121789)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.98831712629)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00181641319838)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.988362125698)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.988407025913)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0277257369759)
#error(trainingdata)error(controldata)slope(error(controldata))
2850.01410544270170
epoch 286
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0182666546977)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0204203848124)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.0121004922458)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.988200953572)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.988227922753)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.988286699973)
#error(trainingdata)error(controldata)slope(error(controldata))
2860.011600068601810
epoch 287
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00406879588278)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00145856223918)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.988323579479)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.000835517320242)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.988375207714)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.988421809451)
#error(trainingdata)error(controldata)slope(error(controldata))
2870.01270365975990
epoch 288
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0235614620613)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0158431519222)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.988367951707)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.00186747693965)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0198859858427)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00850848819505)
#error(trainingdata)error(controldata)slope(error(controldata))
2880.011928368735510
epoch 289
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.988334957278)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00674248520434)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.988373807839)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.988409535855)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.98846651256)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.988522944911)
#error(trainingdata)error(controldata)slope(error(controldata))
2890.01566007112130
epoch 290
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0229300469445)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.00636704873024)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0179081077789)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.988405377681)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.0103598786013)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.014429288079)
#error(trainingdata)error(controldata)slope(error(controldata))
2900.0093985080391410
Success in 291 training rounds!