epoch 0 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (-0.319419035004) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.581327519602) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.313360175508) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.616656138272) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.677833861655) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.72846647232) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
0 | 0.505079199741 | 1 | 0 |
epoch 1 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.571449268791) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.700185479813) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.741081952637) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.773210125962) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.638758457913) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.115747760664) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
1 | 0.359235187462 | | 0 |
epoch 2 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.120823174253) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0992653311345) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.487750720323) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.65112986861) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.172639343832) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.681428405666) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
2 | 0.212416875076 | 1 | 0 |
epoch 3 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.746543684902) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.776560569705) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.800217069592) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.818964536893) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.709337420135) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.772846940163) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
3 | 0.34502909422 | | 0 |
epoch 4 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.796546990483) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.816036864769) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.763731762715) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.380677184883) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.222469643724) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.814057036071) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
4 | 0.382802084834 | 1 | 0 |
epoch 5 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.838189804192) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.850159365737) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.860494409546) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.869406946654) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.159705533079) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.791646674607) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
5 | 0.307604832045 | | 0 |
epoch 6 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.109413269869) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.816093973204) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.83728462932) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.10654581399) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0695148690841) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.228827172027) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
6 | 0.141992435646 | 1 | 0 |
epoch 7 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.839237772376) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.857919387155) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0921397102022) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.865150907916) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.235923776898) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.175063961283) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
7 | 0.425537147392 | | 0 |
epoch 8 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.862334049527) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.875687871965) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.882653382604) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.74533999858) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.846011450384) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0157344949543) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
8 | 0.378059540353 | 1 | 0 |
epoch 9 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.866409385648) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.875649452977) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.882663775453) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.252069066111) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.87854591749) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.890359515069) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
9 | 0.37174910162 | | 0 |
epoch 10 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.895727110499) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.900616091384) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.905044716671) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.144029918845) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.907943382755) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.914220013936) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
10 | 0.315083475715 | 1 | 0 |
epoch 11 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.860739986276) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.225878326661) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.868825806942) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0370110807494) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.880522249264) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.888705684025) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
11 | 0.331258876664 | | 0 |
epoch 12 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.049301208953) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.786097736825) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.872381741928) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.888814423789) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.732656064764) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.853478179443) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
12 | 0.136056668673 | 1 | 0 |
epoch 13 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.87375698153) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.880874568713) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.887307983107) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0385019122421) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0179022563313) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.891737073167) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
13 | 0.305221556727 | | 0 |
epoch 14 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00372105192094) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.896776710036) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0152155224229) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.735432133964) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.88176609954) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.896416233706) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
14 | 0.422013437684 | 1 | 0 |
epoch 15 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.19044724925) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.893944383178) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.902610776831) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.131877549387) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.905688128042) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.912083855153) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
15 | 0.435647978404 | | 0 |
epoch 16 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.915507829613) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.918681282836) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.745373209838) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0550292950623) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.898324558963) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.902931113353) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
16 | 0.376899521922 | 1 | 0 |
epoch 17 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.90715057091) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.91100153656) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.914531755852) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.917780697044) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00204779021951) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.920298869994) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
17 | 0.428912582209 | | 0 |
epoch 18 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.92360199624) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.926180663794) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.928587349373) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.930836303379) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0467284902957) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.932486558984) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
18 | 0.552112473846 | 1 | 0 |
epoch 19 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.596567848918) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.673796937394) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.87403068022) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.890039515762) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.895400568487) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.554224796512) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
19 | 0.195944069277 | | 0 |
epoch 20 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.869049115875) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00474804212437) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.869079973882) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0196898252698) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.016752519631) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.87727950248) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
20 | 0.370618623026 | 1 | 0 |
epoch 21 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.885561113491) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.891466339651) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.896775126676) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.901563023042) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.905905328736) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.325090350167) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
21 | 0.253970207278 | | 0 |
epoch 22 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.89032031574) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.542532045042) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.854190215383) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.873615417982) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.880759423987) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.887205561245) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
22 | 0.4076064715 | 1 | 0 |
epoch 23 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.287329570301) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.872100246228) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.148572183722) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.08326063977) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0370814412435) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.673234846049) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
23 | 0.195843630788 | | 0 |
epoch 24 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.790971248876) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.80311268153) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.821507130134) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.836348817705) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.251703473251) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0505469609287) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
24 | 0.288931165364 | 1 | 0 |
epoch 25 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.855422635706) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.867661554169) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.875618137551) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.235445450891) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0234736543487) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.031442995063) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
25 | 0.160036899012 | | 0 |
epoch 26 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0163820294695) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.785954147387) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0162593925042) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0191835762008) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.807913692355) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.828757963981) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
26 | 0.291596890749 | 1 | 0 |
epoch 27 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0524555540245) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0378831292308) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.840856687317) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0299478619979) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.853421933133) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.865588558001) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
27 | 0.369687735948 | | 0 |
epoch 28 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.873810024854) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.881054392709) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.887466265409) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0122678628338) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.82899195937) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.845232031763) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
28 | 0.120331760334 | 1 | 0 |
epoch 29 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.856235795855) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.865720936521) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.873956992321) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0674609350943) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0736777748691) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.873170719037) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
29 | 0.371163432994 | | 0 |
epoch 30 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.883026411047) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.109710394616) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.810029379555) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.827206240202) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.841081141882) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0264586543035) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
30 | 0.107502882445 | 1 | 0 |
epoch 31 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.850761176328) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0339746914133) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.861537847522) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.872458676478) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.05333245224) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0361974177269) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
31 | 0.088161650791 | | 0 |
epoch 32 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.879225550836) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.887572298368) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0396413527492) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0274880513545) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.892729192892) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.899198621633) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
32 | 0.375640838444 | 1 | 0 |
epoch 33 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.903746276984) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0416652430242) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0591664450813) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0883786436274) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.843640694951) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00068149473708) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
33 | 0.142911611753 | | 0 |
epoch 34 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00698756030074) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.853189059156) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.864933421417) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.873244316197) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.301643459157) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0729731598874) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
34 | 0.113757644223 | 1 | 0 |
epoch 35 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.852626524876) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.862846705002) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.026145964786) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0095470348855) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.869751831671) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00923152522794) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
35 | 0.132931138398 | | 0 |
epoch 36 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0106503777329) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.464771297898) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.82165063433) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.847787353827) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0804328947237) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0533730694511) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
36 | 0.122782884044 | 1 | 0 |
epoch 37 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.869743426642) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.879754640111) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.886285260776) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.892129547999) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.89737158237) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.902102729372) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
37 | 0.189218277574 | | 0 |
epoch 38 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.906396231379) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.910311734924) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0550768298182) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0504530693748) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.914492841588) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.863106520228) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
38 | 0.12126190556 | 1 | 0 |
epoch 39 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0218007424411) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.203650698598) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0716152270071) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0573848834517) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.850579741617) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.861441996262) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
39 | 0.10396816647 | | 0 |
epoch 40 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00398399043403) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00801021489659) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.869904811802) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.879072444962) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0267164683695) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.886596747779) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
40 | 0.186573629896 | 1 | 0 |
epoch 41 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.893812439994) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.416241753395) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.300897687048) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.86039428973) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.149543558245) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0360979477741) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
41 | 0.102814260839 | | 0 |
epoch 42 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.121718343855) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.865445566305) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0110653545167) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.875199419108) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.883280919472) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.889436495048) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
42 | 0.184914287248 | 1 | 0 |
epoch 43 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.894951782197) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.413180600864) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.253883231925) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00846020599868) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0141474490737) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.866711162233) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
43 | 0.0877350220816 | | 0 |
epoch 44 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.875936593459) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.882917215774) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.889123852441) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.894671200557) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0530658043719) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.902270744271) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
44 | 0.182137142394 | 1 | 0 |
epoch 45 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.9080059188) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.413525801033) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.127308242588) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.888742590868) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0450333992661) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0305826572923) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
45 | 0.156897665419 | | 0 |
epoch 46 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.901976487177) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.90742934661) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.911247145391) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0379364856919) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.916291135787) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0279821329339) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
46 | 0.380392203968 | 1 | 0 |
epoch 47 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0194288115044) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.922668671632) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0533376732435) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.879318632022) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.886127296996) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.345677248564) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
47 | 0.145750961222 | | 0 |
epoch 48 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.031804969688) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.860796238027) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00136297191152) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.870523382401) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.879481103883) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.313459420495) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
48 | 0.163208995992 | 1 | 0 |
epoch 49 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0738349830215) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.883287550601) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0518240374501) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0255013648917) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0106680712851) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.290897111523) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
49 | 0.145417793013 | | 0 |
epoch 50 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.843261442759) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0457074317037) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.864426374016) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0392438891609) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.876920547783) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.885639149885) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
50 | 0.127795716731 | 1 | 0 |
epoch 51 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0467730029707) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0317416237321) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0146995063355) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.898178039888) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.903823741929) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.90795496652) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
51 | 0.138164181727 | | 0 |
epoch 52 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0321898398101) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0222362937405) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0103324443089) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.915507300143) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.919332363901) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.922213778981) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
52 | 0.149037289226 | 1 | 0 |
epoch 53 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0257734969536) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.925729868035) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0207105858963) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.929431255395) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0177583464498) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.932647504628) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
53 | 0.160704764326 | | 0 |
epoch 54 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0158960856454) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0117246646527) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.936164093135) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.93835710528) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.940020529336) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.941595633375) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
54 | 0.145743704208 | 1 | 0 |
epoch 55 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.312497869749) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.881096006469) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.89326438924) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.898335731714) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000245964366681) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.325700659152) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
55 | 0.162542085445 | | 0 |
epoch 56 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.325859453702) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.189092320399) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.853270759833) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0537592694126) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0251873714265) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.859058570653) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
56 | 0.156067650064 | 1 | 0 |
epoch 57 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.113587248318) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.852034441468) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.314981189664) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.863088717921) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.878446149555) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.203360365001) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
57 | 0.1371498036 | | 0 |
epoch 58 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.858712524531) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.87318480475) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.880435586891) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.886917247434) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.892694492649) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.897880152691) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
58 | 0.160360333175 | 1 | 0 |
epoch 59 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.902563190093) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.326808234654) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0579729792554) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.905784763105) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.909616644429) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0365864005102) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
59 | 0.120606008752 | | 0 |
epoch 60 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.910585145079) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.256407183855) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.889539360528) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0358365685287) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.158591143176) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.88486299868) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
60 | 0.148729479718 | 1 | 0 |
epoch 61 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.894368574894) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.899354498277) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.903899834339) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.908032903644) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0949262498029) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.154821776199) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
61 | 0.156742822022 | | 0 |
epoch 62 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0847695704595) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.119427710418) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.329040437085) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.065044537642) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0615222942883) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.896771093638) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
62 | 0.0918702089196 | 1 | 0 |
epoch 63 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.901442615941) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00795939759226) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.904616272432) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00631024495656) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.908983259013) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.161792988865) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
63 | 0.135346268222 | | 0 |
epoch 64 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.051105317369) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.903111287448) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.114191692667) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.896782105292) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.904028452249) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0567177727112) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
64 | 0.0758976155035 | 1 | 0 |
epoch 65 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.910809022459) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0381953861898) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0256104062866) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0118149618075) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.91998632524) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.142250558277) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
65 | 0.148366637441 | | 0 |
epoch 66 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.911026365704) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.343721353645) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.915400875129) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.922824716627) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.925432608182) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.927889602057) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
66 | 0.111638652398 | 1 | 0 |
epoch 67 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.930183707813) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.228432776718) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0128596634987) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.024808358364) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.91537404525) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.918774480209) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
67 | 0.0733332883852 | | 0 |
epoch 68 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00286764779816) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0047427376182) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.117758993566) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0276859877943) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00678247565519) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00172088707045) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
68 | 0.0673609042198 | 1 | 0 |
epoch 69 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.915736323528) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00593321003783) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0849189459623) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0366826155453) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.309321196665) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.909283800106) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
69 | 0.102937609351 | | 0 |
epoch 70 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.151771024349) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.902880476651) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0693302659395) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.231137308647) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.124052320425) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.89395072261) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
70 | 0.100419746097 | 1 | 0 |
epoch 71 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.901700225254) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.906006073362) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.104724136774) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.899137721523) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0604317634934) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.899206388113) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
71 | 0.0728234219398 | | 0 |
epoch 72 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.905396026424) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.909384126692) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.913047399463) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0129617339649) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00419531936423) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.914764920687) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
72 | 0.0615812251466 | 1 | 0 |
epoch 73 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0526540311151) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.913387498423) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.917941475812) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.920921676743) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0381075293845) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.92513948863) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
73 | 0.0591894756244 | | 0 |
epoch 74 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0270031954795) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.929316922455) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.932163690374) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.027993897666) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.935068720962) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0207413668167) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
74 | 0.0627264210581 | 1 | 0 |
epoch 75 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0144396573586) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.115125067919) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0305490068365) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.933819462146) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.010504565478) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.936498615859) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
75 | 0.0570878542535 | | 0 |
epoch 76 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0118130310942) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00919862315083) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0958916154178) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.933095583295) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.93632997589) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0278989724453) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
76 | 0.052508480779 | 1 | 0 |
epoch 77 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.938951571484) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.94110646629) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0262766665915) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0881673773628) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0397350388572) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.936434097842) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
77 | 0.156922109547 | | 0 |
epoch 78 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.938874264955) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0372003980337) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.937877611861) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.940191733811) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0264384746422) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.386539179043) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
78 | 0.387416798545 | 1 | 0 |
epoch 79 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.939328230241) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.944178722386) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.945524897765) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.946819614524) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.948052418786) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.915515038637) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
79 | 0.116869634442 | | 0 |
epoch 80 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.924384751125) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.178088377072) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.172951108229) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0400225613302) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.12334089944) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.91449007731) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
80 | 0.15383212074 | 1 | 0 |
epoch 81 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.225143558942) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.135050955655) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00513183256011) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0535216958562) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0334430426525) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.124813066973) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
81 | 0.0857414771722 | | 0 |
epoch 82 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.891999099035) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.900016692909) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.091476040504) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.075552304588) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0902270092821) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0588263636783) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
82 | 0.0869027345126 | 1 | 0 |
epoch 83 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.886590195599) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.892425613117) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.10300056218) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.896412182778) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.90354676286) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.027569651493) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
83 | 0.0761685090803 | | 0 |
epoch 84 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0122674519942) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.904199494938) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.908817127709) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0467818087508) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.103097460046) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.907889788116) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
84 | 0.0741683254573 | 1 | 0 |
epoch 85 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0724416545173) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0272180424552) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00135301459175) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.905241599505) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0300787784397) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.906457669429) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
85 | 0.0773197060732 | | 0 |
epoch 86 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.911424074612) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.914911760167) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.918131209524) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.921105862426) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0429414672643) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.919942635295) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
86 | 0.0902755784423 | 1 | 0 |
epoch 87 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0268819467888) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.92114225855) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0186185158736) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.170654765474) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.922478639472) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0838047100324) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
87 | 0.072750628809 | | 0 |
epoch 88 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0366726666124) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.100366552578) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0260318638823) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.923331215354) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.069755093419) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.03939674128) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
88 | 0.38167042455 | 1 | 0 |
epoch 89 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.924321423752) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.92682743002) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0586154934061) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.928655237292) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0321290514425) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.930075890126) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
89 | 0.384172165533 | | 0 |
epoch 90 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00886201625289) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.931508063361) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.933820583978) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.892438872872) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.904989790521) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.908963743468) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
90 | 0.0784749344091 | 1 | 0 |
epoch 91 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.912662388722) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0527883430189) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0041151886911) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.911860481061) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0107896681426) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.915408550343) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
91 | 0.0689088876222 | | 0 |
epoch 92 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0151414752611) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.917941118434) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00110021804552) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0888550444113) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.913272451432) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0541610278191) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
92 | 0.066691594702 | 1 | 0 |
epoch 93 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0195757311584) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0125481962395) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0541112799079) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.91111154957) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0398574463768) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0400893515816) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
93 | 0.0639961776959 | | 0 |
epoch 94 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0301816319574) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.910001288579) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0191424273175) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0145625779318) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.916151237131) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.919969702754) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
94 | 0.0619694177904 | 1 | 0 |
epoch 95 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.922804355444) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.925441680281) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0634530282656) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.92258527994) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.926394383614) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0601897208189) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
95 | 0.0590109812294 | | 0 |
epoch 96 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0378160946206) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.933468774325) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.936108034261) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.937896171495) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.93958712628) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0376074283675) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
96 | 0.063444374995 | 1 | 0 |
epoch 97 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0240695952401) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.12612547276) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.936025202467) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0730291638893) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0286545316131) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.932963957903) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
97 | 0.0739615080134 | | 0 |
epoch 98 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0269978143655) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.933387918325) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.15478701222) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.935242724993) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0852153673158) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0202022644553) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
98 | 0.0503541410533 | 1 | 0 |
epoch 99 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.934615927345) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.93699872573) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0140708055548) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0104886794981) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.939580658882) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00800842367464) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
99 | 0.0519069974001 | | 0 |
epoch 100 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0764026068054) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.936835244058) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.939587736874) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0271568600282) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0179859764774) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00826511285798) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
100 | 0.0494604212489 | 1 | 0 |
epoch 101 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.943371373015) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0772800770787) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.940221443267) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0229848959311) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.943350151026) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.945177005505) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
101 | 0.0470624859331 | | 0 |
epoch 102 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0604161149972) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.942772666001) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.036973029918) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0460559481042) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.943720942535) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.945719439301) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
102 | 0.0452270868301 | 1 | 0 |
epoch 103 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.947002059108) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.948226284557) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.949393659005) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0517917648995) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.952003894623) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0714048865889) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
103 | 0.0466112858511 | | 0 |
epoch 104 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0285812810058) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0177069719195) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.948068663178) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0522876286513) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0342452972531) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.949725278831) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
104 | 0.041686500749 | 1 | 0 |
epoch 105 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.951264587264) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0410072622769) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0255923489693) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.95449148179) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.955712980447) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0164840543062) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
105 | 0.0421426010359 | | 0 |
epoch 106 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0115028371615) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0053651238734) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.957569107276) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.958509501669) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0773171827827) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.955795647952) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
106 | 0.0396036272171 | 1 | 0 |
epoch 107 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.957204561092) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0302973447625) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0191245582099) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.959425280175) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0743296740211) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0347840009091) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
107 | 0.036656001719 | | 0 |
epoch 108 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0200238404521) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.955247067805) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0172190698069) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0386504479968) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.956697956517) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0205997730117) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
108 | 0.0337031129966 | 1 | 0 |
epoch 109 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.958343665007) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.959347330946) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960060972739) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0459820567862) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.958682057206) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.959829999488) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
109 | 0.0369299927677 | | 0 |
epoch 110 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0281677001106) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.010416670546) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0445037588021) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0243340792743) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.959455761138) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0197116393181) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
110 | 0.0345833423593 | 1 | 0 |
epoch 111 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.959483967812) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960430906942) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.038067194458) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961975043653) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0228542399828) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.963385823339) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
111 | 0.0326371372948 | | 0 |
epoch 112 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.964186008932) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.964738068225) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00601914221875) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.965345784214) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.965964598463) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966462858353) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
112 | 0.396355889063 | 1 | 0 |
epoch 113 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966946721505) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0327294222435) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.020174056057) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.968638424681) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00786858581161) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.952895937363) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
113 | 0.0956492565084 | | 0 |
epoch 114 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.953959049186) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0377012431299) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.218953907643) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.952790468421) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.955395559405) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.956252290809) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
114 | 0.0966575467773 | 1 | 0 |
epoch 115 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.114523421647) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0478617010146) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0292364232058) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.948703252701) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.95026232376) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.16811262707) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
115 | 0.0932755488878 | | 0 |
epoch 116 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0802676821938) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0472249593502) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.094830163102) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0619550201941) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.94334886934) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.94550538686) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
116 | 0.0937012505478 | 1 | 0 |
epoch 117 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.199068911529) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0269222595783) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.939301189992) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0226425766953) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0117532724384) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00674823259326) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
117 | 0.0571028624738 | | 0 |
epoch 118 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.942875475805) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00143517801749) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00148801536369) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000510155412781) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.944282048252) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.945854037616) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
118 | 0.0617170916229 | 1 | 0 |
epoch 119 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.119668359863) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.946684065865) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0614467409426) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.945478393725) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0799913068416) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.947122491322) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
119 | 0.0843137282945 | | 0 |
epoch 120 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.949173073501) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (0.152515100113) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.944941530173) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00940291711038) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00194093472932) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00156736484522) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
120 | 0.0508942295178 | 1 | 0 |
epoch 121 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.944357132317) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.945942284456) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.94721583266) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.948430025464) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0164480714673) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00504012481558) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
121 | 0.056657436707 | | 0 |
epoch 122 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0034324456731) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00184486176753) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.106806220856) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.947961636231) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.950160731401) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.951237156292) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
122 | 0.057282569257 | 1 | 0 |
epoch 123 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.952270667322) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0752575880026) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0940857228416) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.949954178366) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.951925843991) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0706877052097) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
123 | 0.0453359056836 | | 0 |
epoch 124 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0282673973318) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0175179941856) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0634061814902) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.947453130426) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.949353154067) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0459068112234) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
124 | 0.042679668499 | 1 | 0 |
epoch 125 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0463743218926) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.948111068472) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0457838239725) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.947173844146) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.948952763961) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0661231776179) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
125 | 0.0454070061184 | | 0 |
epoch 126 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.947679714467) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.948540812753) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0058795426498) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000601834668306) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0007231177861) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.949178685526) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
126 | 0.0479342459695 | 1 | 0 |
epoch 127 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0798295854893) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.950158128672) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.920199389235) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.928392428205) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.930621566283) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.125705868113) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
127 | 0.0615126814125 | | 0 |
epoch 128 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.0191781582371) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.925332495575) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.927988032349) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00106820559561) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.929908225588) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0564171666079) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
128 | 0.0477996254988 | 1 | 0 |
epoch 129 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0264676041183) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.937171814915) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.938936053434) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.032522720543) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0220978487579) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0118894583036) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
129 | 0.042913040751 | | 0 |
epoch 130 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.940649069025) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00171970726265) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00290168651784) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.942355760175) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.944019956495) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00773140588733) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
130 | 0.0390932916985 | 1 | 0 |
epoch 131 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.94472278201) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.946338384181) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0107247887264) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00255148718156) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00192952181202) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.946655671953) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
131 | 0.0374198475754 | | 0 |
epoch 132 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00650814226517) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000792089673118) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000853307238665) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.947528254698) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00573520517826) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.94842935174) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
132 | 0.0374324399834 | 1 | 0 |
epoch 133 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00610863157258) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.949312274295) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.950659210884) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00930751321627) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00212462216521) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00163688516321) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
133 | 0.0387812379261 | | 0 |
epoch 134 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.950964155318) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0454970904092) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.953450241192) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0295813110451) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.953282231908) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0362807169678) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
134 | 0.0370410100175 | 1 | 0 |
epoch 135 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0298412280343) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0264170176756) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.027865644372) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0169627503288) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.954935345664) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00909309802114) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
135 | 0.0356366850744 | | 0 |
epoch 136 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00689469879586) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0334886001281) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.954947149568) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0217781257429) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.955039112427) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.956207108689) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
136 | 0.0330792070221 | 1 | 0 |
epoch 137 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0164266268194) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0272782088561) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.957048869556) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.958156110718) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.958912640168) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.95964263986) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
137 | 0.035081100269 | | 0 |
epoch 138 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0272461163021) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.960949607762) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961877938419) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0482418929472) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0190052458837) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.959938025111) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
138 | 0.0326225345756 | 1 | 0 |
epoch 139 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0345241857575) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.961642980318) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.962583880999) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0377520084353) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961586356834) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.962548666089) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
139 | 0.0331571326591 | | 0 |
epoch 140 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0236407849647) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0086096281666) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.961913988089) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0456910781631) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0258877761997) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.962970764907) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
140 | 0.0307129875621 | 1 | 0 |
epoch 141 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0202209375791) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0359510171433) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.963918237547) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.964769387687) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0309808578873) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.96405691686) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
141 | 0.0295162550998 | | 0 |
epoch 142 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.964874923334) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0333543352375) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.031325841094) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0158489770048) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0258138978134) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.013716558063) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
142 | 0.0290010765898 | 1 | 0 |
epoch 143 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.965848922365) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.96650432817) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0101900528109) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.967134363937) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.967725656654) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0114624888252) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
143 | 0.0348007278617 | | 0 |
epoch 144 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.968345392688) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0498005868638) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.967143623721) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.967934550866) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.96837565542) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.968805332054) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
144 | 0.0310762686893 | 1 | 0 |
epoch 145 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0328561711446) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0364836987053) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0291960840886) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0151987254676) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.96782837456) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0130556305926) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
145 | 0.025506005443 | | 0 |
epoch 146 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0278528809887) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0159695137538) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.968166618946) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.968751038466) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0152040274884) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00528822816349) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
146 | 0.0245038680741 | 1 | 0 |
epoch 147 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.968498348808) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969019304012) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969431266787) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969832442663) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0125103119748) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0387757953076) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
147 | 0.0253321382485 | | 0 |
epoch 148 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.970593259347) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.971200433519) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.971555580809) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0257956557604) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.972329529802) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.972821272968) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
148 | 0.0327937237367 | 1 | 0 |
epoch 149 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.973137331229) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973446330461) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973748195858) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0493014737847) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.019895666952) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.972226688747) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
149 | 0.0265990940035 | | 0 |
epoch 150 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0382086129381) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0300809360803) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.972632808984) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0260026185766) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.973547503885) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.01559178616) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
150 | 0.0259091724761 | 1 | 0 |
epoch 151 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00997077575915) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00453672584705) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.974578390215) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0463339781932) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0144751550355) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00238355869589) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
151 | 0.104236210174 | | 0 |
epoch 152 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.246854998967) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.965365716516) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.112152741888) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960207087748) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.961673833095) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0621791124366) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
152 | 0.033958890204 | 1 | 0 |
epoch 153 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.95964249085) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.960842712052) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0362689188102) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0138800747081) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.959525854068) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960434804042) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
153 | 0.0686000871925 | | 0 |
epoch 154 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961110416803) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.150347603627) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.963603962393) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.963432446759) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0904722081664) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0373579501892) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
154 | 0.0330271169581 | 1 | 0 |
epoch 155 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0229127890005) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0126181559598) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00713340049088) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.957903909805) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.958840996926) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.959573044338) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
155 | 0.0297234905044 | | 0 |
epoch 156 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960279449341) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0162089456927) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0053947893621) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.960048650494) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00791380776736) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00189524417116) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
156 | 0.0280102816401 | 1 | 0 |
epoch 157 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.96041329624) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.961211387257) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961860619598) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0102046997877) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00292973077056) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00204679800762) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
157 | 0.0269819015863 | | 0 |
epoch 158 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.961857198854) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.962598676632) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.96320174015) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00955235846916) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.963322958431) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00703061394377) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
158 | 0.0256986579974 | 1 | 0 |
epoch 159 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.963688959224) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.964388517733) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.964934515012) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.965464039668) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.965977504937) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966475640057) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
159 | 0.0190072930075 | | 0 |
epoch 160 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.98834731592) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.0144930510974) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00569126772963) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966287928141) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.988516085564) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.988553811719) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
160 | 0.0153283106733 | 1 | 0 |
epoch 161 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00432607155491) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.988582782038) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.988654659198) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966881650141) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.988876495538) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00101386702726) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
161 | 0.0147948529269 | | 0 |
epoch 162 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (4.57319755546E-5) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00010031670829) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.988900403659) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.988961116416) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.989012704508) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00268320245733) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
162 | 0.0147103765215 | 1 | 0 |
epoch 163 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00150232296037) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.9890673694) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989123491035) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00264298601387) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00148158418718) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.967799123409) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
163 | 0.0144093834301 | | 0 |
epoch 164 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00217112528817) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989305866005) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000689268251983) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.968239222035) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989518217783) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989548925256) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
164 | 0.0140965001594 | 1 | 0 |
epoch 165 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.989595163133) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00133725856064) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.968829867109) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00199494120343) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969176317006) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.0028833758879) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
165 | 0.013754642808 | | 0 |
epoch 166 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.989877550801) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000247631586695) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000449368156274) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00020854523121) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989927710809) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.98997718824) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
166 | 0.0137095060077 | 1 | 0 |
epoch 167 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990019685966) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00262121374845) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990064425216) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0022441176868) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00128143013872) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000717730967672) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
167 | 0.0135488851666 | | 0 |
epoch 168 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990111572021) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990158449004) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969996599033) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990330859629) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0010428895525) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990353798726) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
168 | 0.0133043102823 | 1 | 0 |
epoch 169 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.970478475312) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00109648712539) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000576570287306) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000154440829933) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000110990759131) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990504648045) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
169 | 0.0130888727897 | | 0 |
epoch 170 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000634254974454) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97087975474) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00217076625659) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990646571857) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990692720291) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990729345663) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
170 | 0.0129707339361 | 1 | 0 |
epoch 171 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00223856004051) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00125609782593) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000706646685181) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990768643202) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00100424765128) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000736320053898) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
171 | 0.0128032004032 | | 0 |
epoch 172 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990807929421) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990848313004) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00185535787534) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990884125328) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00178292116056) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00105937780122) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
172 | 0.0126998351454 | 1 | 0 |
epoch 173 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990923269095) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00121341255883) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.971744068721) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00180867232425) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000231107257199) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (4.76282532715E-5) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
173 | 0.0125277955856 | | 0 |
epoch 174 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (1.51528688419E-6) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (4.44668074426E-6) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97204028599) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.972429338767) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991271645607) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.972746908817) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
174 | 0.0126036900369 | 1 | 0 |
epoch 175 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00521392719249) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99136567892) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.9914093802) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991440563875) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000469379308029) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973017478035) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
175 | 0.0119970831083 | | 0 |
epoch 176 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00207078756251) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991552877072) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000411975610095) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973315951058) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00207348628666) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991669783804) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
176 | 0.0117928301021 | 1 | 0 |
epoch 177 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000392712167604) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973606895637) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00205805050442) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-5.84665610848E-5) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991786555276) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973896241556) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
177 | 0.0115893149642 | | 0 |
epoch 178 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00187594142382) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.974122483853) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00251198039273) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991973305118) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000125857792309) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.974386334923) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
178 | 0.0113861424223 | 1 | 0 |
epoch 179 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992099545718) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000759421893847) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992109734309) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992141200809) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00109436625596) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992166191187) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
179 | 0.0112748195614 | | 0 |
epoch 180 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.974781528511) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000873767683637) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97501764504) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00195377092165) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992339229846) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000350489281633) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
180 | 0.0110173061644 | 1 | 0 |
epoch 181 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000407606201628) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975285430045) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00213862559645) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975489628102) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992525744064) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975788542149) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
181 | 0.0109150876182 | | 0 |
epoch 182 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00332487022899) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000552674926934) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000498110260189) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992601420836) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992628826644) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000836330753595) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
182 | 0.0106876574698 | 1 | 0 |
epoch 183 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000601706211279) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992650911477) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.976037614388) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992754839912) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-2.41896114219E-5) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992765051575) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
183 | 0.0105350220628 | | 0 |
epoch 184 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97632406494) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00133323587835) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992851540416) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000582752668608) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.99287612977) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000957592649159) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
184 | 0.398830883021 | 1 | 0 |
epoch 185 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000644143166511) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00034714770178) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.976618641697) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.988787857145) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989578711531) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0613140573037) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
185 | 0.023760585148 | | 0 |
epoch 186 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.966772741397) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.989902673984) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.989929237918) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0306895915566) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990074908372) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99007493746) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
186 | 0.018751870546 | 1 | 0 |
epoch 187 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.968009539407) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990258714796) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.0161802489361) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990333260723) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00900235496765) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990379061649) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
187 | 0.0142369156933 | | 0 |
epoch 188 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00540532491097) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.969422408872) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-7.2083082758E-5) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990532363877) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99057624465) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99061379779) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
188 | 0.0136330241158 | 1 | 0 |
epoch 189 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00344241066821) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00176573416849) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990657421084) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00171542198345) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.0010388599864) |
| Training set 5 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990698379642) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
189 | 0.0133158496405 | | 0 |
epoch 190 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990739301972) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99077556347) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.990811543352) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00380821153765) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.001912550137) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00110792949849) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
190 | 0.013168851628 | 1 | 0 |
epoch 191 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000618335003985) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000348335154589) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000195767582435) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.970495103477) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.990982577465) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00115059353914) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
191 | 0.0129821019867 | | 0 |
epoch 192 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.970863661904) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991119296106) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991139954016) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000698682832802) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991165629921) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991204891373) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
192 | 0.0127761403113 | 1 | 0 |
epoch 193 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00130372612286) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.00084703991696) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000460055200281) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000260986411863) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991237735758) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000689392381336) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
193 | 0.0127012852591 | | 0 |
epoch 194 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.971459796768) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00211012054414) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.99136400604) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97179764695) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.972177406525) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00365688994872) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
194 | 0.0122975647147 | 1 | 0 |
epoch 195 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.000561011279001) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000528172133024) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991581040396) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991616501754) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.99164619906) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991675688862) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
195 | 0.0123515668796 | | 0 |
epoch 196 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00254080235979) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00135039141572) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000770429367849) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000431611841616) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.972574728492) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00236374393127) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
196 | 0.0120629014897 | 1 | 0 |
epoch 197 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991792451753) |
| Training set 1 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991828556966) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00103285327627) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000711773650225) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991856009861) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.991887605519) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
197 | 0.0120296701604 | | 0 |
epoch 198 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.0016832400896) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.991915844114) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.9919457222) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00235311953992) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973143980127) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992073301714) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
198 | 0.0117514084581 | 1 | 0 |
epoch 199 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992089305656) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00101805029619) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992114400238) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00124725846618) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.00079198454655) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973594148552) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
199 | 0.011634930752 | | 0 |
epoch 200 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00204335149204) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992219567985) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.973878983786) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (0.00188160708399) |
| Training set 4 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000122688037933) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (9.89990558403E-5) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
200 | 0.0114592507479 | 1 | 0 |
epoch 201 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992325371694) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97415106469) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00180576925256) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992424213299) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000450788894666) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000446810174632) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
201 | 0.011313826032 | | 0 |
epoch 202 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000223723455327) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000129708667572) |
| Training set 2 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992452675576) |
| Training set 3 | input = (128, 80, 255, 1) | desired = (1) | output = (0.9744697915) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00166357357469) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.974691501976) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
202 | 0.0111760197184 | 1 | 0 |
epoch 203 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992638572206) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00104867688168) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (0.000190333326136) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992646497546) |
| Training set 4 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992673213604) |
| Training set 5 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000943611702543) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
203 | 0.0110398535644 | | 0 |
epoch 204 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992694728188) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00115504809656) |
| Training set 2 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000733304391829) |
| Training set 3 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000400391907766) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975105364675) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992804058061) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
204 | 0.0108806894344 | 1 | 0 |
epoch 205 |
| Training set 0 | input = (248, 80, 68, 1) | desired = (0) | output = (0.000833273449834) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992811356091) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000255101495646) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992834793167) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000797630400084) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975439540342) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
205 | 0.0107800750687 | | 0 |
epoch 206 |
| Training set 0 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00171295452827) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00013697071656) |
| Training set 2 | input = (0, 0, 255, 1) | desired = (1) | output = (0.992925011464) |
| Training set 3 | input = (228, 105, 116, 1) | desired = (0) | output = (-0.000351931534857) |
| Training set 4 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000388086778758) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000191151017436) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
206 | 0.0107232535357 | 1 | 0 |
epoch 207 |
| Training set 0 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000111330370867) |
| Training set 1 | input = (228, 105, 116, 1) | desired = (0) | output = (-6.2050837781E-5) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-3.49677816309E-5) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.99294764114) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992971964521) |
| Training set 5 | input = (0, 0, 192, 1) | desired = (1) | output = (0.992992815001) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
207 | 0.010751822994 | | 0 |
epoch 208 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993013543226) |
| Training set 1 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00240691336906) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00124815269694) |
| Training set 3 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000716777739944) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.975884076729) |
| Training set 5 | input = (128, 80, 255, 1) | desired = (1) | output = (0.976169969478) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
208 | 0.0106611129101 | 1 | 0 |
epoch 209 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993180243997) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.993191767528) |
| Training set 2 | input = (128, 80, 255, 1) | desired = (1) | output = (0.976422377235) |
| Training set 3 | input = (0, 0, 255, 1) | desired = (1) | output = (0.993282811833) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00223030437281) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (0.000708737505679) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
209 | 0.010313836811 | | 0 |
epoch 210 |
| Training set 0 | input = (0, 0, 255, 1) | desired = (1) | output = (0.993286204732) |
| Training set 1 | input = (0, 0, 255, 1) | desired = (1) | output = (0.993309034778) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000491315614172) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993326083798) |
| Training set 4 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993347374269) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.00149080582808) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
210 | 0.0102619249187 | 1 | 0 |
epoch 211 |
| Training set 0 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993366614646) |
| Training set 1 | input = (128, 80, 255, 1) | desired = (1) | output = (0.976749357918) |
| Training set 2 | input = (208, 0, 49, 1) | desired = (0) | output = (0.000634867420634) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993443207826) |
| Training set 4 | input = (208, 0, 49, 1) | desired = (0) | output = (-0.000881093162956) |
| Training set 5 | input = (248, 80, 68, 1) | desired = (0) | output = (-0.000592561568672) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
211 | 0.0101190436554 | | 0 |
epoch 212 |
| Training set 0 | input = (128, 80, 255, 1) | desired = (1) | output = (0.97700782059) |
| Training set 1 | input = (208, 0, 49, 1) | desired = (0) | output = (0.00183279882087) |
| Training set 2 | input = (248, 80, 68, 1) | desired = (0) | output = (-3.00622282039E-5) |
| Training set 3 | input = (0, 0, 192, 1) | desired = (1) | output = (0.993521295217) |
| Training set 4 | input = (128, 80, 255, 1) | desired = (1) | output = (0.977221695076) |
| Training set 5 | input = (228, 105, 116, 1) | desired = (0) | output = (0.00170547728502) |
# | error(trainingdata) | error(controldata) | slope(error(controldata)) |
---|
212 | 0.00994314220749 | 1 | 0 |
Success in 213 training rounds!