epoch 0
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.048958787335)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.489795748478)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.126858818966)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.42789824426)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.358890881104)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.21087142003)
#error(trainingdata)error(controldata)slope(error(controldata))
00.63574876433610
epoch 1
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.044895598089)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.0707468655555)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.426507857709)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.623954114962)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.706114321951)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.612800203693)
#error(trainingdata)error(controldata)slope(error(controldata))
10.4336018655890
epoch 2
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.459897088421)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.570103747343)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.672603791799)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0789109276718)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.739626982128)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.770691409615)
#error(trainingdata)error(controldata)slope(error(controldata))
20.38420723338510
epoch 3
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.668494652614)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.613076558377)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.659882477779)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.720844271403)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.248315579091)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.217465085432)
#error(trainingdata)error(controldata)slope(error(controldata))
30.3650089487060
epoch 4
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.174829399181)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.44514831956)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.576633959891)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.677097329754)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.733798098666)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.770613329918)
#error(trainingdata)error(controldata)slope(error(controldata))
40.58164050859410
epoch 5
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.797162718452)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.817505092487)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.833719694735)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.847015926645)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.858156794243)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.867652221877)
#error(trainingdata)error(controldata)slope(error(controldata))
50.5912855390310
epoch 6
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.815624125609)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.817958870528)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.749228918342)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.200659540006)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.185616385973)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.727212131415)
#error(trainingdata)error(controldata)slope(error(controldata))
60.19702493699910
epoch 7
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.13234071445)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0169855763558)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0143700834678)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.00369008339788)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.742407463057)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.0723605195352)
#error(trainingdata)error(controldata)slope(error(controldata))
70.355158957660
epoch 8
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.769927580961)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.111131387728)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0747035769148)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0342464354081)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.617930746673)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.0261079950204)
#error(trainingdata)error(controldata)slope(error(controldata))
80.21879894464810
epoch 9
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.694668992406)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.735650833297)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.771484620612)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.797800915999)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.81800531924)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.04171798432)
#error(trainingdata)error(controldata)slope(error(controldata))
90.1359573473170
epoch 10
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0163038243949)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00612970586869)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.841315568604)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0135040714009)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.85394089322)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.862616977618)
#error(trainingdata)error(controldata)slope(error(controldata))
100.36731498175310
epoch 11
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0144681660194)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.873442976688)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.879929036739)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0138552401482)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.888160118292)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.842441581557)
#error(trainingdata)error(controldata)slope(error(controldata))
110.3998351738140
epoch 12
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.842368076278)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0911304474749)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0178447973531)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.684887175151)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.824056165737)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.82552253093)
#error(trainingdata)error(controldata)slope(error(controldata))
120.36123727571110
epoch 13
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0168147228141)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.84306788425)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.853199132445)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.154986667076)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.864183018705)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.868465536567)
#error(trainingdata)error(controldata)slope(error(controldata))
130.3683366665790
epoch 14
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.876508113862)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00600875464727)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.884923219834)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0060457498394)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.891300264228)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.895931183885)
#error(trainingdata)error(controldata)slope(error(controldata))
140.38395198172610
epoch 15
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.854122927671)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.181579588811)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0535970298144)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.59712911136)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.802192078882)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.707831749151)
#error(trainingdata)error(controldata)slope(error(controldata))
150.2476376724610
epoch 16
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0454155154928)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0117153073394)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.741044521664)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.130880000525)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.754345170243)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0191439221303)
#error(trainingdata)error(controldata)slope(error(controldata))
160.24156883004810
epoch 17
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.0746854629386)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.0834293672352)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0673554898491)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.417616104802)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0429670150178)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.060966628601)
#error(trainingdata)error(controldata)slope(error(controldata))
170.2103481585340
epoch 18
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.704496403732)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.739630550337)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0767494461543)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0322532784492)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.0126275735239)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.790875755618)
#error(trainingdata)error(controldata)slope(error(controldata))
180.35702589879410
epoch 19
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0203015439167)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.813602484316)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.828143011979)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.842358239224)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.854229317163)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.864288317358)
#error(trainingdata)error(controldata)slope(error(controldata))
190.3679805887340
epoch 20
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.872939353272)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0350745461587)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.883019242846)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0205966898926)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.890636675065)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.895556378723)
#error(trainingdata)error(controldata)slope(error(controldata))
200.37442756199410
epoch 21
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0160391226054)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00521137674224)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00173990360047)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.902410690407)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00708249516697)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.000319796980656)
#error(trainingdata)error(controldata)slope(error(controldata))
210.3760964415150
epoch 22
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.907075546685)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.553769662238)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.00183073965955)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.823572507187)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.836021820141)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.30222441781)
#error(trainingdata)error(controldata)slope(error(controldata))
220.3542363157710
epoch 23
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0277481669682)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0381888314167)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.123091024527)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0340138504908)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.715290181679)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.612855263139)
#error(trainingdata)error(controldata)slope(error(controldata))
230.2434499687770
epoch 24
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0380167405179)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.675341970788)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.0270251425041)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.732689930315)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0193671269288)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.770537941394)
#error(trainingdata)error(controldata)slope(error(controldata))
240.15817367211410
epoch 25
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.144830568851)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.0208766143789)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000768522139395)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00122365767078)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.769547784522)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.791573048414)
#error(trainingdata)error(controldata)slope(error(controldata))
250.3575733378290
epoch 26
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.813010255844)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.830088507176)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.765538959276)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.119495133424)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0438348386034)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.786437535928)
#error(trainingdata)error(controldata)slope(error(controldata))
260.1447385103610
epoch 27
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.803912419058)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.822695932502)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.104668182164)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.845609176372)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.857256468033)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.866883841666)
#error(trainingdata)error(controldata)slope(error(controldata))
270.3699014814450
epoch 28
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.875190416924)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.882445423726)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.88884494266)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.0581440684158)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.0198482767357)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.058902734481)
#error(trainingdata)error(controldata)slope(error(controldata))
280.19122731003310
epoch 29
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.374990053298)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0965061884018)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.837901558493)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.850484463915)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.861097327721)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.870182430309)
#error(trainingdata)error(controldata)slope(error(controldata))
290.1030508251760
epoch 30
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0798128764466)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.0160195277127)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.00217503615672)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.877173871895)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00944707084831)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.00248511983118)
#error(trainingdata)error(controldata)slope(error(controldata))
300.082059247124310
epoch 31
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.00140184493289)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.883970867558)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.889141671595)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0155933213088)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000327420638234)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.00133229104584)
#error(trainingdata)error(controldata)slope(error(controldata))
310.07395806925380
epoch 32
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.89540798556)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00901352342987)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.900046416985)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.903989495223)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.29166203638)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.88935783693)
#error(trainingdata)error(controldata)slope(error(controldata))
320.10822620169510
epoch 33
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.106085564718)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.89442434652)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.0155151337757)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.898413254164)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00198135301328)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.902793647732)
#error(trainingdata)error(controldata)slope(error(controldata))
330.06626125278770
epoch 34
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00487606694608)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.906934283252)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00518234047144)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.910742962333)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00504667109526)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.914240898951)
#error(trainingdata)error(controldata)slope(error(controldata))
340.058732124140410
epoch 35
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.917081917205)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.184563579378)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.911520935509)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.91357144775)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.0843461663725)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.0258686242375)
#error(trainingdata)error(controldata)slope(error(controldata))
350.05692475869260
epoch 36
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-4.45041633764E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.919177303242)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00895038434329)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.921852424477)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00518602021735)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.924543007)
#error(trainingdata)error(controldata)slope(error(controldata))
360.051898162434810
epoch 37
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00436710200676)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-0.00170139469423)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.927116050409)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.929083938486)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.931324836948)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.0118192165454)
#error(trainingdata)error(controldata)slope(error(controldata))
370.04703820142920
epoch 38
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.933479956266)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0051269267333)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.935438749693)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.0038296158099)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.00139318942634)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.937312367796)
#error(trainingdata)error(controldata)slope(error(controldata))
380.043430712503310
epoch 39
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00464764625459)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.00110475786239)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000659042065292)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.939003572624)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00502155080427)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-0.000939523003475)
#error(trainingdata)error(controldata)slope(error(controldata))
390.3654226558630
epoch 40
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000645990715831)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.940601870606)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.941901945512)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.0074766879126)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.943476686467)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.907086637812)
#error(trainingdata)error(controldata)slope(error(controldata))
400.27379561563210
epoch 41
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.93365147242)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.939529353524)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.647995868653)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0273035932268)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.944859313722)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.945751109148)
#error(trainingdata)error(controldata)slope(error(controldata))
410.3638709204840
epoch 42
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.885021566293)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.936331350678)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.941941921163)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.943447446652)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.944857290856)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.153541580893)
#error(trainingdata)error(controldata)slope(error(controldata))
420.04837216148710
epoch 43
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.0457622072087)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-2.73930234839E-6)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00365259206287)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.948343800716)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00487747838338)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000607186622623)
#error(trainingdata)error(controldata)slope(error(controldata))
430.03570958259050
epoch 44
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.949501997957)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00361860553118)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000889379987025)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000520724156525)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.95059404561)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.951486608162)
#error(trainingdata)error(controldata)slope(error(controldata))
440.033857005408910
epoch 45
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.952516443564)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0082584875549)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.000434462917777)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.953576263247)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.954369055082)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.955278011402)
#error(trainingdata)error(controldata)slope(error(controldata))
450.03141847822680
epoch 46
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0071765142812)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.000259183281862)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000506703859582)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.956232771907)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00342182614967)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.000680851430261)
#error(trainingdata)error(controldata)slope(error(controldata))
460.030376501733810
epoch 47
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000450764566832)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.957045746246)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.95771697923)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.958495271705)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.959245094722)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.959967613432)
#error(trainingdata)error(controldata)slope(error(controldata))
470.02882141977030
epoch 48
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.960664315395)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.0124058245925)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.0018252885465)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.000517731642532)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000280632965864)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-3.15460745357E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
480.027335688815810
epoch 49
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.961341500766)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.961885558467)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.962515776475)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.963125290201)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.963714839047)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.964285401804)
#error(trainingdata)error(controldata)slope(error(controldata))
490.3692540286170
epoch 50
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0111942830515)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.901400462562)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.957534874802)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.194798689117)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.0599527869399)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000811606676552)
#error(trainingdata)error(controldata)slope(error(controldata))
500.026404943592910
epoch 51
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.00456797485779)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.96287362274)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.963401239385)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.963981669248)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.964543743514)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00858490346452)
#error(trainingdata)error(controldata)slope(error(controldata))
510.024710043220
epoch 52
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.965068355828)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00307284341439)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.965604199934)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00205465537813)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.966106496682)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.966534072244)
#error(trainingdata)error(controldata)slope(error(controldata))
520.02343900632110
epoch 53
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.00331168525284)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.967056113966)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00203086912322)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.967517526934)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.967910132561)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.96835464615)
#error(trainingdata)error(controldata)slope(error(controldata))
530.02230515956940
epoch 54
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.968786911617)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.969207293842)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (0.00725624709348)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.969602979286)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.00262856527126)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000385806867621)
#error(trainingdata)error(controldata)slope(error(controldata))
540.021197819289110
epoch 55
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000310593606003)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (-4.98898248636E-5)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.970023907306)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00238687305547)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.970385075471)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00171704522029)
#error(trainingdata)error(controldata)slope(error(controldata))
550.02068334438280
epoch 56
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.970755367466)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.00157917121598)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.971114627619)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00153831943016)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.971464704257)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.971765684121)
#error(trainingdata)error(controldata)slope(error(controldata))
560.019817199986210
epoch 57
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.972108681368)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.972443396938)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.972770033657)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00632498129049)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.973079051401)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00230510147746)
#error(trainingdata)error(controldata)slope(error(controldata))
570.0188142822630
epoch 58
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.000342718444368)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.973407711755)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00184662256016)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000449969640285)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.973704246749)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.973951713504)
#error(trainingdata)error(controldata)slope(error(controldata))
580.018333449537310
epoch 59
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00296865152182)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.974262212363)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.97451290771)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00275029628181)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.974811419689)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.975050822473)
#error(trainingdata)error(controldata)slope(error(controldata))
590.01755412986180
epoch 60
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00266261751247)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.975336979211)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975566289913)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.975822345647)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00364455926488)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976081882031)
#error(trainingdata)error(controldata)slope(error(controldata))
600.016799898345210
epoch 61
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.97630141195)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.0027119139253)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.976557775397)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.976765424896)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976996729779)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.977223452774)
#error(trainingdata)error(controldata)slope(error(controldata))
610.3761562206550
epoch 62
Training set 0input = (228, 105, 116, 1)desired = (0)output = (0.920540521358)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-0.649460233471)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.0302284244232)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.976141233962)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.976232860295)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.976474788733)
#error(trainingdata)error(controldata)slope(error(controldata))
620.36628964161510
epoch 63
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.976712023174)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.895992457141)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.972147559603)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-0.164499604168)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.97574334706)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (-0.0337645107004)
#error(trainingdata)error(controldata)slope(error(controldata))
630.01850939337360
epoch 64
Training set 0input = (228, 105, 116, 1)desired = (0)output = (-0.00966521133812)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.975627382122)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.975804297356)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00391659624927)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.000175144477825)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.976075123599)
#error(trainingdata)error(controldata)slope(error(controldata))
640.016809129758610
epoch 65
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.976281768499)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.976522885948)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.976759141889)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00463392239489)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000396129977266)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000267711964077)
#error(trainingdata)error(controldata)slope(error(controldata))
650.0162588640960
epoch 66
Training set 0input = (248, 80, 68, 1)desired = (0)output = (-0.000101295524116)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (-4.91988179448E-6)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.977006244162)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.977196348356)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.977419055577)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.977637450614)
#error(trainingdata)error(controldata)slope(error(controldata))
660.016014202846410
epoch 67
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.977851601439)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.97806163163)
Training set 2input = (128, 80, 255, 1)desired = (1)output = (0.978267660072)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00756327087566)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.978443941146)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.978636425003)
#error(trainingdata)error(controldata)slope(error(controldata))
670.01513944974220
epoch 68
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.978831692397)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.979023383821)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.979211588127)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.979396400422)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.979577912378)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.979756212371)
#error(trainingdata)error(controldata)slope(error(controldata))
680.015425627135110
epoch 69
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.979931385633)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00941533779692)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.980064096971)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (0.00255390888626)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.980245179195)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (0.00130811911726)
#error(trainingdata)error(controldata)slope(error(controldata))
690.01385401587890
epoch 70
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.98041047897)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.980552119636)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00191319741382)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.980726195182)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00117161956317)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.980882443232)
#error(trainingdata)error(controldata)slope(error(controldata))
700.013442839065110
epoch 71
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.981016976001)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.981170812864)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00265571850301)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (3.9576193295E-5)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-0.000202166168741)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (-5.57293081425E-5)
#error(trainingdata)error(controldata)slope(error(controldata))
710.01319644919760
epoch 72
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.981337402646)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.981462038597)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.981608686199)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.981753035624)
Training set 4input = (0, 0, 192, 1)desired = (1)output = (0.981895110323)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00460184740013)
#error(trainingdata)error(controldata)slope(error(controldata))
720.012714734409810
epoch 73
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.982027730491)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00159937065701)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000204663957845)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.98217401198)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (0.00121967719681)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000298200483275)
#error(trainingdata)error(controldata)slope(error(controldata))
730.01251186526910
epoch 74
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.982306416902)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00122265821611)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000292733104128)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.982436520825)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.982546143089)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00196181881447)
#error(trainingdata)error(controldata)slope(error(controldata))
740.012244030834610
epoch 75
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-9.20542351179E-5)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-0.000180879001113)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-3.96642078731E-5)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (4.15762550152E-6)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.982691004611)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00134718696851)
#error(trainingdata)error(controldata)slope(error(controldata))
750.01215617973810
epoch 76
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.000246735991878)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.982815522799)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00118116474467)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.982933403709)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.983040811712)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983163383575)
#error(trainingdata)error(controldata)slope(error(controldata))
760.011940263743910
epoch 77
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.00239201324786)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (4.16375014579E-5)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000180534212499)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-5.02699016338E-5)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.983296261391)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.00130050549696)
#error(trainingdata)error(controldata)slope(error(controldata))
770.01173409211360
epoch 78
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.983407187016)
Training set 1input = (208, 0, 49, 1)desired = (0)output = (0.00094478408665)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000326042424573)
Training set 3input = (208, 0, 49, 1)desired = (0)output = (-0.000160353725682)
Training set 4input = (248, 80, 68, 1)desired = (0)output = (-1.56085819084E-5)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (8.77006642419E-6)
#error(trainingdata)error(controldata)slope(error(controldata))
780.01164868921210
epoch 79
Training set 0input = (248, 80, 68, 1)desired = (0)output = (3.52890382325E-6)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (2.15909680357E-7)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.983526276235)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.983623343265)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.983737578947)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.983850236454)
#error(trainingdata)error(controldata)slope(error(controldata))
790.0115880180410
epoch 80
Training set 0input = (248, 80, 68, 1)desired = (0)output = (0.0033653104901)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (0.000318971147707)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.000186289254783)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-7.3952902268E-5)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-4.3246151584E-6)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (4.79183220755E-6)
#error(trainingdata)error(controldata)slope(error(controldata))
800.01133625751410
epoch 81
Training set 0input = (228, 105, 116, 1)desired = (0)output = (1.59184558668E-6)
Training set 1input = (248, 80, 68, 1)desired = (0)output = (3.05332761297E-8)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-1.19408995136E-7)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.983968118673)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984060014267)
Training set 5input = (208, 0, 49, 1)desired = (0)output = (0.0019243117481)
#error(trainingdata)error(controldata)slope(error(controldata))
810.01119033396450
epoch 82
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.984174551724)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00102311906524)
Training set 2input = (248, 80, 68, 1)desired = (0)output = (-0.000278605203396)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.984284251464)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.984371844633)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984475809335)
#error(trainingdata)error(controldata)slope(error(controldata))
820.011037890941410
epoch 83
Training set 0input = (0, 0, 255, 1)desired = (1)output = (0.984578405213)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984679640525)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (0.00373188714771)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.000443513182024)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000183233290926)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984783839892)
#error(trainingdata)error(controldata)slope(error(controldata))
830.01072994122840
epoch 84
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.984866126009)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984963577461)
Training set 2input = (0, 0, 255, 1)desired = (1)output = (0.985059786835)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985154761065)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985248523917)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00430174370346)
#error(trainingdata)error(controldata)slope(error(controldata))
840.010402286612210
epoch 85
Training set 0input = (128, 80, 255, 1)desired = (1)output = (0.985333312511)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.914167595411)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-0.163358343277)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (-0.0818271158975)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.984524976814)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984410682719)
#error(trainingdata)error(controldata)slope(error(controldata))
850.01096354914470
epoch 86
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-0.00076146808367)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.984534590271)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.984618207232)
Training set 3input = (248, 80, 68, 1)desired = (0)output = (0.00118179537548)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (-0.000221726288656)
Training set 5input = (228, 105, 116, 1)desired = (0)output = (-0.000152192343571)
#error(trainingdata)error(controldata)slope(error(controldata))
860.010795513524510
epoch 87
Training set 0input = (208, 0, 49, 1)desired = (0)output = (-2.1831910888E-5)
Training set 1input = (0, 0, 192, 1)desired = (1)output = (0.984732604116)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.00118942744808)
Training set 3input = (0, 0, 255, 1)desired = (1)output = (0.984825205655)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (0.000862982674308)
Training set 5input = (128, 80, 255, 1)desired = (1)output = (0.984921299991)
#error(trainingdata)error(controldata)slope(error(controldata))
870.01061843421060
epoch 88
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.000799875831839)
Training set 1input = (128, 80, 255, 1)desired = (1)output = (0.985015723377)
Training set 2input = (0, 0, 192, 1)desired = (1)output = (0.985097825338)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (0.00142170239001)
Training set 4input = (208, 0, 49, 1)desired = (0)output = (-0.000142483510646)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985203924149)
#error(trainingdata)error(controldata)slope(error(controldata))
880.01043156018710
epoch 89
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985281785597)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (0.00163386750437)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (-8.08564527833E-5)
Training set 3input = (0, 0, 192, 1)desired = (1)output = (0.985384282996)
Training set 4input = (128, 80, 255, 1)desired = (1)output = (0.985460384674)
Training set 5input = (248, 80, 68, 1)desired = (0)output = (0.00160596048052)
#error(trainingdata)error(controldata)slope(error(controldata))
890.01021338747490
epoch 90
Training set 0input = (0, 0, 192, 1)desired = (1)output = (0.985556320782)
Training set 1input = (0, 0, 255, 1)desired = (1)output = (0.985634478416)
Training set 2input = (228, 105, 116, 1)desired = (0)output = (0.0015196111972)
Training set 3input = (228, 105, 116, 1)desired = (0)output = (-9.81837847371E-5)
Training set 4input = (0, 0, 255, 1)desired = (1)output = (0.985732406807)
Training set 5input = (0, 0, 255, 1)desired = (1)output = (0.985804861975)
#error(trainingdata)error(controldata)slope(error(controldata))
900.010038439373410
epoch 91
Training set 0input = (208, 0, 49, 1)desired = (0)output = (0.0015695193305)
Training set 1input = (228, 105, 116, 1)desired = (0)output = (-7.92311392581E-5)
Training set 2input = (208, 0, 49, 1)desired = (0)output = (-0.000146161332833)
Training set 3input = (128, 80, 255, 1)desired = (1)output = (0.985900742276)
Training set 4input = (228, 105, 116, 1)desired = (0)output = (0.00106891356675)
Training set 5input = (0, 0, 192, 1)desired = (1)output = (0.985979498588)
#error(trainingdata)error(controldata)slope(error(controldata))
910.00987855336710
Success in 92 training rounds!