/usr/local/jdk1.6.0/bin/java -Xmx512m -Didea.launcher.port=7535 -Didea.launcher.bin.path=/usr/local/idea-8664/bin -Dfile.encoding=UTF-8 -classpath /usr/local/jdk1.6.0/jre/lib/jsse.jar:/usr/local/jdk1.6.0/jre/lib/jce.jar:/usr/local/jdk1.6.0/jre/lib/management-agent.jar:/usr/local/jdk1.6.0/jre/lib/resources.jar:/usr/local/jdk1.6.0/jre/lib/javaws.jar:/usr/local/jdk1.6.0/jre/lib/deploy.jar:/usr/local/jdk1.6.0/jre/lib/charsets.jar:/usr/local/jdk1.6.0/jre/lib/plugin.jar:/usr/local/jdk1.6.0/jre/lib/rt.jar:/usr/local/jdk1.6.0/jre/lib/ext/sunjce_provider.jar:/usr/local/jdk1.6.0/jre/lib/ext/sunpkcs11.jar:/usr/local/jdk1.6.0/jre/lib/ext/dnsns.jar:/usr/local/jdk1.6.0/jre/lib/ext/localedata.jar:/home/ooechs/SuperClassifier/classes/production/SuperClassifier:/home/ooechs/ecj-imaging/lib/ecj-imaging.jar:/home/ooechs/K-MeansClustering/lib/clustering.jar:/home/ooechs/sxGP/lib/jcommon-1.0.6.jar:/home/ooechs/sxGP/lib/sx-geneticprogramming.jar:/home/ooechs/sxGP/lib/jfreechart-1.0.3.jar:/home/ooechs/SuperClassifier/lib/icons.jar:/home/ooechs/AdaBoost/lib/sx-adaboost.jar:/home/ooechs/sxGA/lib/sx-ga.jar:/usr/local/idea-8664/lib/idea_rt.jar com.intellij.rt.execution.application.AppMain ac.ooechs.classify.experiments.Experiment5_Fusion Sat Image Data Set Num classifiers: 9 Run: 1 0.1962474645030426, 0.2305, 16 0.38894523326572006, 0.4105, 1 0.2289553752535497, 0.343, 15 0.24949290060851928, 0.2695, 28 0.2753549695740365, 0.2915, 12 0.26622718052738337, 0.7445, 9 0.2390973630831643, 0.262, 25 0.2581135902636917, 0.2985, 10 0.22377800407331974, 0.292, 22 Majority Vote: 0.18917700112739572, 0.2085 Committee Vote: 0.1774520856820744, 0.195 Run: 2 0.22287018255578092, 0.6875, 35 0.25405679513184587, 0.279, 22 0.22439148073022314, 0.2365, 32 0.22439148073022314, 0.2365, 29 0.265973630831643, 0.284, 23 0.2484787018255578, 0.281, 15 0.25329614604462475, 0.3375, 17 0.18585192697768763, 0.394, 15 0.15580448065173116, 0.172, 34 Majority Vote: 0.18399098083427282, 0.206 Committee Vote: 0.17700112739571588, 0.2025 Sat Image Data Set Generation Gap Method: 0 Run: 0--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.383, 0.000, 2737, 1698, 3, 957, 1.222, 0.8128444 // 1, 0.383, 0.000, 2737, 1698, 3, 4462, 1.2158415, 0.71680444 // 2, 0.383, 0.000, 2737, 1698, 3, 8020, 1.150495, 0.6727545 // 3, 0.379, 0.000, 2755, 1680, 3, 11505, 1.3089108, 0.87179106 // 4, 0.322, 0.000, 3007, 1428, 3, 15261, 1.708911, 1.0513638 // 5, 0.322, 0.000, 3007, 1428, 3, 19164, 2.5663366, 1.0530742 // 6, 0.322, 0.000, 3007, 1428, 3, 23231, 3.138614, 0.70682216 // 7, 0.320, 0.000, 3017, 1418, 9, 27350, 3.2851486, 0.9020753 // 8, 0.320, 0.000, 3017, 1418, 9, 31396, 3.1663365, 0.6510128 // 9, 0.320, 0.000, 3017, 1418, 9, 35454, 3.2217822, 0.9282795 // 10, 0.320, 0.000, 3017, 1418, 9, 39633, 3.380198, 1.1646628 // 11, 0.315, 0.000, 3040, 1395, 7, 43893, 4.1346536, 1.966473 // 12, 0.296, 0.000, 3121, 1314, 9, 48555, 5.821782, 2.5916703 // 13, 0.287, 0.000, 3163, 1272, 5, 53717, 7.6356435, 2.3918016 // 14, 0.287, 0.000, 3163, 1272, 5, 59057, 8.445544, 2.4723246 // 15, 0.287, 0.000, 3163, 1272, 5, 64501, 8.019802, 2.8899968 // 16, 0.287, 0.000, 3163, 1272, 5, 69682, 7.3861384, 2.4918492 // 17, 0.285, 0.000, 3173, 1262, 9, 74917, 6.9742575, 2.0395422 // 18, 0.285, 0.000, 3173, 1262, 9, 79482, 6.8435645, 1.5711771 // 19, 0.285, 0.000, 3173, 1262, 9, 84722, 7.2356434, 1.5266355 // 20, 0.283, 0.000, 3182, 1253, 5, 89973, 7.918812, 1.7663919 // 21, 0.283, 0.000, 3182, 1253, 5, 95144, 8.364356, 1.8673652 // 22, 0.283, 0.000, 3182, 1253, 5, 100157, 8.419802, 1.7513815 // 23, 0.283, 0.000, 3182, 1253, 5, 105237, 7.7960396, 2.054694 // 24, 0.283, 0.000, 3182, 1253, 5, 110203, 6.807921, 2.2313554 // 25, 0.274, 0.000, 3219, 1216, 5, 114556, 5.5227723, 1.598259 // 26, 0.274, 0.000, 3219, 1216, 5, 118867, 4.960396, 0.9922567 // 27, 0.274, 0.000, 3219, 1216, 5, 123250, 4.841584, 0.72210705 // 28, 0.274, 0.000, 3219, 1216, 5, 127485, 4.821782, 0.79846513 // 29, 0.274, 0.000, 3219, 1216, 5, 131678, 4.8574257, 0.71162266 // 30, 0.274, 0.000, 3219, 1216, 5, 136057, 4.9326735, 0.72536707 // 31, 0.274, 0.000, 3219, 1216, 5, 140232, 4.9168315, 0.7688332 // 32, 0.274, 0.000, 3219, 1216, 5, 144396, 4.863366, 0.78295344 // 33, 0.274, 0.000, 3219, 1216, 5, 148908, 4.910891, 0.9575025 // 34, 0.274, 0.000, 3219, 1216, 5, 153150, 4.889109, 0.75227517 // 35, 0.274, 0.000, 3219, 1216, 5, 157377, 4.9049506, 0.7167543 // 36, 0.274, 0.000, 3219, 1216, 5, 161626, 4.8990097, 0.68628794 // 37, 0.274, 0.000, 3219, 1216, 5, 165815, 4.9148517, 0.73030293 // 38, 0.274, 0.000, 3219, 1216, 5, 169894, 4.8950496, 0.8125716 // 39, 0.274, 0.000, 3219, 1216, 5, 174291, 4.877228, 0.82580584 // 40, 0.274, 0.000, 3219, 1216, 5, 178606, 4.90099, 0.6309667 // 41, 0.274, 0.000, 3219, 1216, 5, 182771, 4.9128714, 0.73950225 // 42, 0.274, 0.000, 3219, 1216, 5, 187074, 4.9504952, 0.8006955 // 43, 0.274, 0.000, 3219, 1216, 5, 191510, 5.069307, 1.0814133 // 44, 0.274, 0.000, 3219, 1216, 5, 196009, 5.5267324, 1.1705046 // 45, 0.274, 0.000, 3219, 1216, 5, 200701, 6.2336636, 1.3053029 // 46, 0.274, 0.000, 3219, 1216, 5, 205476, 6.708911, 1.3803496 // 47, 0.274, 0.000, 3219, 1216, 5, 210519, 7.150495, 1.379169 // 48, 0.274, 0.000, 3219, 1216, 5, 215524, 7.6118813, 1.7348665 // 49, 0.274, 0.000, 3219, 1216, 5, 220716, 8.388119, 1.5857836 // 50, 0.274, 0.000, 3219, 1216, 5, 225745, 8.641584, 1.6094556 // 51, 0.274, 0.000, 3221, 1214, 10, 230902, 8.742575, 1.8903264 // 52, 0.274, 0.000, 3221, 1214, 10, 236454, 9.429703, 2.0937226 // 53, 0.274, 0.000, 3221, 1214, 10, 242044, 10.148515, 2.1013248 // 54, 0.274, 0.000, 3221, 1214, 10, 247538, 10.5366335, 2.2644799 // 55, 0.274, 0.000, 3222, 1213, 10, 253269, 10.265347, 2.617702 // 56, 0.273, 0.000, 3224, 1211, 8, 258820, 9.764357, 1.9401739 // 57, 0.273, 0.000, 3224, 1211, 8, 264251, 9.411881, 1.903789 // 58, 0.273, 0.000, 3224, 1211, 8, 269892, 9.356436, 1.805294 // 59, 0.273, 0.000, 3224, 1211, 8, 275359, 9.093069, 1.8903748 // 60, 0.273, 0.000, 3225, 1210, 8, 280703, 8.631683, 1.7606769 // 61, 0.273, 0.000, 3225, 1210, 8, 285917, 7.7821784, 1.6374563 // 62, 0.272, 0.000, 3229, 1206, 8, 290861, 7.558416, 1.4117798 // 63, 0.272, 0.000, 3229, 1206, 8, 295878, 7.5861387, 1.4243304 // 64, 0.272, 0.000, 3229, 1206, 8, 300785, 7.5425744, 1.4619477 // 65, 0.272, 0.000, 3229, 1206, 8, 305982, 7.6178217, 1.4414234 // 66, 0.272, 0.000, 3229, 1206, 8, 310984, 7.6217823, 1.4817437 // 67, 0.272, 0.000, 3229, 1206, 8, 316058, 7.712871, 1.2644157 // 68, 0.272, 0.000, 3229, 1206, 8, 320977, 7.4752474, 1.4918538 // 69, 0.272, 0.000, 3229, 1206, 8, 325854, 7.647525, 1.3967848 // 70, 0.272, 0.000, 3229, 1206, 8, 330833, 7.6316833, 1.3898443 // 71, 0.272, 0.000, 3229, 1206, 8, 335834, 7.6772275, 1.3113282 // 72, 0.272, 0.000, 3229, 1206, 8, 340676, 7.572277, 1.3212757 // 73, 0.272, 0.000, 3229, 1206, 8, 345588, 7.5861387, 1.3383182 // 74, 0.272, 0.000, 3229, 1206, 8, 350588, 7.6079206, 1.3022219 // 75, 0.272, 0.000, 3229, 1206, 8, 355611, 7.5465345, 1.3795949 // 76, 0.272, 0.000, 3229, 1206, 8, 360739, 7.657426, 1.6565114 // 77, 0.272, 0.000, 3229, 1206, 8, 365955, 7.918812, 1.7831293 // 78, 0.272, 0.000, 3229, 1206, 8, 371218, 8.552475, 2.1667438 // 79, 0.272, 0.000, 3229, 1206, 8, 376502, 9.647525, 2.522476 // 80, 0.272, 0.000, 3229, 1206, 8, 382454, 10.887129, 2.2464793 // 81, 0.272, 0.000, 3229, 1206, 8, 388286, 11.069307, 2.36918 // 82, 0.272, 0.000, 3229, 1206, 8, 394081, 11.360396, 2.3523345 // 83, 0.272, 0.000, 3229, 1206, 8, 399975, 11.679208, 2.5740647 // 84, 0.272, 0.000, 3229, 1206, 8, 406049, 12.613861, 2.4694977 // 85, 0.272, 0.000, 3229, 1206, 8, 412113, 12.944554, 2.8103235 // 86, 0.272, 0.000, 3229, 1206, 8, 418492, 13.358416, 3.0260026 // 87, 0.272, 0.000, 3229, 1206, 8, 424962, 14.261386, 3.0231776 // 88, 0.272, 0.000, 3229, 1206, 8, 431395, 14.853465, 3.2117238 // 89, 0.272, 0.000, 3229, 1206, 8, 437838, 15.332673, 3.362612 // 90, 0.272, 0.000, 3229, 1206, 8, 444537, 15.962377, 3.762315 // 91, 0.271, 0.000, 3231, 1204, 20, 451530, 16.962376, 3.512998 // 92, 0.271, 0.000, 3231, 1204, 20, 458520, 17.09703, 3.869716 // 93, 0.271, 0.000, 3231, 1204, 20, 465861, 18.029703, 3.7109828 // 94, 0.271, 0.000, 3231, 1204, 20, 473051, 18.845545, 3.622246 // 95, 0.271, 0.000, 3231, 1204, 20, 480381, 19.053465, 3.92947 // 96, 0.271, 0.000, 3231, 1204, 20, 487564, 18.946535, 3.4673994 // 97, 0.271, 0.000, 3231, 1204, 20, 494656, 18.493069, 4.0765533 // 98, 0.271, 0.000, 3231, 1204, 20, 501949, 18.637623, 4.0591407 // 99, 0.271, 0.000, 3231, 1204, 20, 509277, 19.445545, 3.7115624 // 100, 0.271, 0.000, 3232, 1203, 23, 516707, 19.714851, 4.2479925 // 101, 0.271, 0.000, 3232, 1203, 23, 524005, 20.340593, 4.32021 // 102, 0.271, 0.000, 3232, 1203, 23, 531446, 20.617823, 4.16711 // 103, 0.271, 0.000, 3235, 1200, 22, 539103, 20.461386, 4.7310863 // 104, 0.271, 0.000, 3235, 1200, 22, 546969, 21.277227, 3.897498 // 105, 0.271, 0.000, 3235, 1200, 20, 554652, 21.255445, 4.4267516 // 106, 0.271, 0.000, 3235, 1200, 16, 562463, 21.09703, 4.6172767 // 107, 0.271, 0.000, 3235, 1200, 16, 570039, 20.867327, 3.925068 // 108, 0.270, 0.000, 3236, 1199, 22, 577674, 20.239603, 4.6756196 // 109, 0.270, 0.000, 3236, 1199, 22, 585244, 20.740595, 4.3932896 // 110, 0.270, 0.000, 3236, 1199, 22, 592986, 21.20792, 4.610186 // 111, 0.270, 0.000, 3236, 1199, 16, 600665, 21.728712, 4.696713 // 112, 0.270, 0.000, 3236, 1199, 16, 608412, 21.641584, 4.9119196 // 113, 0.270, 0.000, 3236, 1199, 16, 616043, 20.948515, 4.430018 // 114, 0.270, 0.000, 3236, 1199, 16, 623637, 20.30693, 4.501139 // 115, 0.270, 0.000, 3236, 1199, 16, 631245, 20.455446, 4.6623054 // 116, 0.270, 0.000, 3236, 1199, 16, 638964, 20.98812, 4.4570365 // 117, 0.270, 0.000, 3236, 1199, 16, 646873, 20.920792, 5.209441 // 118, 0.270, 0.000, 3236, 1199, 16, 654785, 22.126732, 4.6954618 // 119, 0.270, 0.000, 3236, 1199, 16, 662793, 22.675247, 4.8748183 // 120, 0.270, 0.000, 3236, 1199, 16, 671081, 23.471287, 4.857541 // 121, 0.270, 0.000, 3236, 1199, 16, 679130, 24.10495, 4.8757763 // 122, 0.270, 0.000, 3236, 1199, 16, 687488, 24.639605, 5.009774 // 123, 0.270, 0.000, 3236, 1199, 16, 695864, 25.067327, 5.160338 // 124, 0.270, 0.000, 3236, 1199, 16, 704461, 25.990099, 5.4280066 // 125, 0.270, 0.000, 3236, 1199, 16, 713040, 26.784159, 5.3104544 // 126, 0.270, 0.000, 3236, 1199, 16, 722099, 27.60594, 5.293117 // 127, 0.270, 0.000, 3236, 1199, 16, 730909, 28.366337, 5.059491 // 128, 0.270, 0.000, 3236, 1199, 16, 739770, 28.683168, 5.403579 // 129, 0.270, 0.000, 3236, 1199, 16, 748787, 29.281189, 5.000604 // 130, 0.270, 0.000, 3236, 1199, 16, 758032, 29.657425, 6.067894 // 131, 0.270, 0.000, 3236, 1199, 16, 767311, 30.162376, 5.9746475 // 132, 0.270, 0.000, 3236, 1199, 16, 776768, 30.231684, 6.59611 // 133, 0.270, 0.000, 3236, 1199, 16, 786334, 31.005941, 6.246894 // 134, 0.270, 0.000, 3236, 1199, 16, 796208, 31.722773, 6.212598 // 135, 0.270, 0.000, 3236, 1199, 16, 806072, 32.560394, 6.307383 // 136, 0.270, 0.000, 3236, 1199, 16, 815943, 32.70297, 7.103689 // 137, 0.270, 0.000, 3236, 1199, 16, 826445, 34.429703, 5.3635645 // 138, 0.270, 0.000, 3236, 1199, 16, 837015, 34.71089, 6.448858 // 139, 0.270, 0.000, 3236, 1199, 16, 847263, 34.776237, 6.9495687 // 140, 0.270, 0.000, 3237, 1198, 32, 857659, 35.223763, 7.1824455 // 141, 0.270, 0.000, 3237, 1198, 32, 868157, 35.97624, 7.366736 // 142, 0.270, 0.000, 3237, 1198, 25, 878551, 36.449505, 7.130044 // 143, 0.270, 0.000, 3237, 1198, 25, 889116, 36.041584, 7.3347354 // 144, 0.270, 0.000, 3237, 1198, 25, 899472, 33.807922, 8.341512 // 145, 0.270, 0.000, 3237, 1198, 25, 909341, 31.09307, 8.108261 // 146, 0.270, 0.000, 3237, 1198, 25, 919093, 30.835644, 6.1845155 // 147, 0.270, 0.000, 3238, 1197, 32, 928871, 31.550495, 6.1129603 // 148, 0.270, 0.000, 3238, 1197, 32, 939105, 33.33663, 6.792662 // 149, 0.270, 0.000, 3238, 1197, 25, 949491, 35.530693, 7.627177 // 150, 0.270, 0.000, 3238, 1197, 25, 960098, 36.554455, 7.476003 // 151, 0.269, 0.000, 3241, 1194, 29, 970102, 32.66337, 8.368577 // 152, 0.269, 0.000, 3241, 1194, 27, 980336, 30.932673, 6.1624484 // 153, 0.269, 0.000, 3241, 1194, 27, 989955, 30.342575, 6.39952 // 154, 0.269, 0.000, 3242, 1193, 29, 999927, 30.350494, 6.247846 // 155, 0.269, 0.000, 3242, 1193, 27, 1009689, 30.172277, 6.185581 // 156, 0.269, 0.000, 3242, 1193, 27, 1018952, 28.332674, 5.9778595 // 157, 0.269, 0.000, 3242, 1193, 25, 1028113, 27.637623, 5.0590024 // 158, 0.269, 0.000, 3244, 1191, 29, 1037206, 27.198019, 5.4315195 // 159, 0.269, 0.000, 3244, 1191, 29, 1046584, 27.362377, 5.36816 // 160, 0.268, 0.000, 3245, 1190, 29, 1055862, 27.722773, 5.1996164 // 161, 0.268, 0.000, 3245, 1190, 29, 1064738, 27.758415, 5.523404 // 162, 0.268, 0.000, 3245, 1190, 29, 1073591, 28.186138, 5.4834623 // 163, 0.268, 0.000, 3245, 1190, 29, 1082875, 27.465347, 6.2824016 // 164, 0.268, 0.000, 3245, 1190, 25, 1091975, 27.778217, 5.0020137 // 165, 0.268, 0.000, 3245, 1190, 25, 1101219, 27.451485, 5.0934024 // 166, 0.268, 0.000, 3245, 1190, 25, 1110176, 27.071287, 5.7387743 // 167, 0.268, 0.000, 3245, 1190, 25, 1118879, 26.8099, 6.177855 // 168, 0.268, 0.000, 3245, 1190, 25, 1128113, 27.01188, 6.082587 // 169, 0.268, 0.000, 3245, 1190, 25, 1137228, 27.259405, 6.2605186 // 170, 0.268, 0.000, 3245, 1190, 25, 1146430, 28.235643, 5.5198894 // 171, 0.268, 0.000, 3245, 1190, 25, 1155792, 28.69109, 5.7139344 // 172, 0.268, 0.000, 3245, 1190, 25, 1165008, 29.322773, 5.936359 // 173, 0.268, 0.000, 3245, 1190, 25, 1174607, 29.48713, 6.5045524 // 174, 0.268, 0.000, 3245, 1190, 25, 1184374, 30.164356, 5.8423815 // 175, 0.268, 0.000, 3245, 1190, 25, 1193774, 30.542574, 6.2561398 // 176, 0.268, 0.000, 3245, 1190, 25, 1203139, 30.91089, 5.8855457 // 177, 0.268, 0.000, 3245, 1190, 25, 1212744, 31.031683, 6.2403197 // 178, 0.268, 0.000, 3245, 1190, 25, 1222780, 31.510891, 6.187845 // 179, 0.268, 0.000, 3245, 1190, 25, 1232647, 31.134653, 7.629133 // 180, 0.268, 0.000, 3245, 1190, 25, 1242690, 32.437622, 6.182428 // 181, 0.268, 0.000, 3245, 1190, 25, 1252896, 32.90495, 6.4974456 // 182, 0.268, 0.000, 3245, 1190, 25, 1262939, 33.457424, 6.4601393 // 183, 0.268, 0.000, 3245, 1190, 25, 1273057, 33.679207, 6.464229 // 184, 0.268, 0.000, 3245, 1190, 25, 1283442, 33.48713, 7.826355 // 185, 0.268, 0.000, 3245, 1190, 25, 1293806, 34.48119, 7.1046 // 186, 0.268, 0.000, 3245, 1190, 25, 1304099, 35.160397, 6.9199085 // 187, 0.268, 0.000, 3246, 1189, 38, 1314390, 35.916832, 6.563095 // 188, 0.268, 0.000, 3246, 1189, 29, 1324402, 35.79604, 7.1954355 // 189, 0.268, 0.000, 3246, 1189, 29, 1334638, 36.69703, 6.236695 // 190, 0.268, 0.000, 3246, 1189, 29, 1345049, 36.320793, 7.0758224 // 191, 0.268, 0.000, 3246, 1189, 29, 1355485, 36.41782, 7.2790117 // 192, 0.268, 0.000, 3246, 1189, 29, 1365943, 35.30495, 8.066436 // 193, 0.268, 0.000, 3246, 1189, 25, 1376124, 34.20396, 9.219869 // 194, 0.268, 0.000, 3246, 1189, 25, 1386437, 35.370296, 7.7275066 // 195, 0.268, 0.000, 3246, 1189, 25, 1397082, 36.326733, 6.728554 // 196, 0.268, 0.000, 3246, 1189, 25, 1407782, 36.667328, 7.30957 // 197, 0.268, 0.000, 3246, 1189, 25, 1418460, 37.552475, 7.0985837 // 198, 0.268, 0.000, 3246, 1189, 25, 1429387, 38.421783, 6.951764 // 199, 0.268, 0.000, 3246, 1189, 25, 1440342, 38.829704, 7.7535434 // 200, 0.268, 0.000, 3246, 1189, 25, 1451333, 39.51485, 7.590526 // 201, 0.268, 0.000, 3246, 1189, 25, 1462570, 39.558414, 8.039332 // 202, 0.268, 0.000, 3246, 1189, 25, 1473911, 39.91881, 8.16994 // 203, 0.268, 0.000, 3246, 1189, 25, 1485117, 41.021782, 7.1116667 // 204, 0.268, 0.000, 3246, 1189, 25, 1496576, 41.41584, 7.712754 // 205, 0.268, 0.000, 3246, 1189, 25, 1508225, 41.265347, 8.79811 // 206, 0.268, 0.000, 3246, 1189, 25, 1519755, 43.033665, 6.5721283 // 207, 0.268, 0.000, 3246, 1189, 25, 1531702, 42.243565, 9.254914 // 208, 0.268, 0.000, 3246, 1189, 25, 1543399, 43.170296, 8.279451 // 209, 0.268, 0.000, 3246, 1189, 25, 1555326, 44.013863, 7.4571857 // 210, 0.267, 0.000, 3252, 1183, 44, 1567408, 43.831684, 8.316588 // 211, 0.267, 0.000, 3252, 1183, 36, 1579467, 44.439606, 8.13626 // 212, 0.266, 0.000, 3254, 1181, 36, 1591382, 44.72079, 8.655538 // 213, 0.265, 0.000, 3260, 1175, 36, 1603388, 44.6198, 8.689024 // 214, 0.265, 0.000, 3260, 1175, 36, 1614893, 43.035645, 7.8555455 // 215, 0.265, 0.000, 3260, 1175, 36, 1626293, 40.225742, 8.093305 // 216, 0.264, 0.000, 3262, 1173, 36, 1637460, 39.132675, 8.65969 // 217, 0.264, 0.000, 3262, 1173, 36, 1648202, 36.8, 8.987866 // 218, 0.264, 0.000, 3262, 1173, 36, 1658816, 35.59802, 7.0246325 // 219, 0.264, 0.000, 3262, 1173, 36, 1669220, 35.09307, 6.6082115 // 220, 0.264, 0.000, 3262, 1173, 34, 1679726, 34.320793, 6.7878714 // 221, 0.264, 0.000, 3262, 1173, 34, 1690090, 34.295048, 6.2820077 // 222, 0.264, 0.000, 3263, 1172, 36, 1700794, 34.41386, 5.969312 // 223, 0.264, 0.000, 3264, 1171, 36, 1711278, 34.59802, 5.853904 // 224, 0.264, 0.000, 3264, 1171, 36, 1721853, 34.429703, 6.751275 // 225, 0.264, 0.000, 3264, 1171, 34, 1732148, 34.645546, 6.6585054 // 226, 0.264, 0.000, 3264, 1171, 34, 1742453, 34.740593, 6.6617036 // 227, 0.264, 0.000, 3264, 1171, 34, 1752775, 34.10495, 7.1284513 // 228, 0.264, 0.000, 3264, 1171, 34, 1763047, 34.059406, 6.4470687 // 229, 0.264, 0.000, 3266, 1169, 36, 1773372, 33.48911, 7.592102 // 230, 0.264, 0.000, 3266, 1169, 36, 1783582, 34.00198, 6.615762 // 231, 0.264, 0.000, 3266, 1169, 36, 1794009, 33.80198, 7.3366404 // 232, 0.264, 0.000, 3266, 1169, 36, 1804287, 34.30891, 6.911586 // 233, 0.264, 0.000, 3266, 1169, 34, 1814858, 35.221783, 5.578453 // 234, 0.264, 0.000, 3266, 1169, 34, 1825446, 34.8198, 6.7220106 // 235, 0.264, 0.000, 3266, 1169, 34, 1836152, 34.457424, 6.577401 // 236, 0.264, 0.000, 3266, 1169, 34, 1846835, 34.00396, 6.9995728 // 237, 0.264, 0.000, 3266, 1169, 34, 1857244, 34.172276, 6.054874 // 238, 0.264, 0.000, 3266, 1169, 34, 1867628, 34.28317, 5.8289943 // 239, 0.264, 0.000, 3266, 1169, 34, 1878098, 34.18614, 6.594407 // 240, 0.264, 0.000, 3266, 1169, 34, 1888790, 35.00792, 5.3772593 // 241, 0.264, 0.000, 3266, 1169, 34, 1899307, 34.952477, 6.5986447 // 242, 0.264, 0.000, 3266, 1169, 34, 1909869, 35.49505, 6.773316 // 243, 0.264, 0.000, 3266, 1169, 34, 1920485, 35.764355, 6.51138 // 244, 0.263, 0.000, 3267, 1168, 40, 1931476, 36.00594, 6.804046 // 245, 0.263, 0.000, 3267, 1168, 40, 1942193, 36.158417, 6.9802055 // 246, 0.263, 0.000, 3267, 1168, 40, 1953204, 36.770298, 6.9295335 // 247, 0.263, 0.000, 3267, 1168, 40, 1964167, 37.320793, 7.04048 // 248, 0.263, 0.000, 3267, 1168, 40, 1975535, 37.87129, 7.260171 // 249, 0.263, 0.000, 3267, 1168, 40, 1986737, 38.86931, 6.2631016 // 250, 0.263, 0.000, 3267, 1168, 40, 1997822, 38.964355, 6.3796415 // 251, 0.263, 0.000, 3267, 1168, 40, 2008898, 39.158417, 6.498328 // 252, 0.263, 0.000, 3267, 1168, 40, 2020412, 39.29703, 6.3347764 // 253, 0.263, 0.000, 3267, 1168, 38, 2031812, 39.07525, 7.0935864 // 254, 0.263, 0.000, 3267, 1168, 38, 2043005, 39.730694, 6.5147724 // 255, 0.263, 0.000, 3267, 1168, 38, 2054393, 40.330692, 5.760192 // 256, 0.263, 0.000, 3267, 1168, 38, 2065442, 39.984158, 7.053671 // 257, 0.263, 0.000, 3267, 1168, 38, 2076725, 40.439606, 6.814999 // 258, 0.263, 0.000, 3267, 1168, 38, 2087853, 40.49901, 7.1725984 // 259, 0.263, 0.000, 3267, 1168, 38, 2099203, 41.10495, 7.3238344 // 260, 0.263, 0.000, 3267, 1168, 38, 2110361, 41.463367, 7.542296 // 261, 0.263, 0.000, 3267, 1168, 38, 2121876, 42.09703, 6.9427943 // 262, 0.263, 0.000, 3267, 1168, 38, 2133648, 41.82178, 7.5680428 // 263, 0.263, 0.000, 3267, 1168, 38, 2145115, 42.366337, 7.5971894 // 264, 0.263, 0.000, 3267, 1168, 38, 2157295, 43.340595, 6.7512116 // 265, 0.263, 0.000, 3267, 1168, 38, 2169240, 43.673267, 7.3889236 // 266, 0.263, 0.000, 3267, 1168, 38, 2181378, 44.362377, 7.1960716 // 267, 0.263, 0.000, 3267, 1168, 38, 2193462, 44.706932, 8.059744 // 268, 0.263, 0.000, 3267, 1168, 38, 2205797, 44.730694, 8.8343725 // 269, 0.263, 0.000, 3267, 1168, 38, 2218243, 45.90495, 7.3373475 // 270, 0.263, 0.000, 3267, 1168, 38, 2230396, 45.70297, 8.267028 // 271, 0.263, 0.000, 3267, 1168, 38, 2243047, 46.867325, 6.954196 // 272, 0.263, 0.000, 3267, 1168, 38, 2255701, 47.017822, 7.8645453 // 273, 0.263, 0.000, 3267, 1168, 38, 2268565, 47.881187, 7.57653 // 274, 0.263, 0.000, 3267, 1168, 38, 2281291, 48.20792, 7.2953525 // 275, 0.263, 0.000, 3267, 1168, 38, 2294276, 48.657425, 8.192701 // 276, 0.263, 0.000, 3267, 1168, 38, 2307110, 49.229702, 7.5852256 // 277, 0.263, 0.000, 3267, 1168, 38, 2319664, 49.536633, 7.6825123 // 278, 0.263, 0.000, 3267, 1168, 38, 2332411, 49.07525, 9.476083 // 279, 0.263, 0.000, 3267, 1168, 38, 2345625, 50.269306, 7.744107 // 280, 0.263, 0.000, 3267, 1168, 38, 2358517, 51.065346, 7.377648 // 281, 0.263, 0.000, 3267, 1168, 38, 2371977, 51.21188, 8.515611 // 282, 0.263, 0.000, 3267, 1168, 38, 2385290, 52.00396, 8.096208 // 283, 0.263, 0.000, 3267, 1168, 38, 2398703, 53.342575, 6.7895794 // 284, 0.263, 0.000, 3267, 1168, 38, 2411959, 52.76634, 9.341947 // 285, 0.263, 0.000, 3267, 1168, 38, 2425431, 53.51881, 9.145271 // 286, 0.261, 0.000, 3276, 1159, 58, 2439088, 54.219803, 8.223665 // 287, 0.261, 0.000, 3276, 1159, 58, 2452953, 54.9901, 8.732418 // 288, 0.261, 0.000, 3277, 1158, 58, 2466849, 54.92475, 9.634634 // 289, 0.261, 0.000, 3278, 1157, 58, 2480718, 55.99802, 8.019645 // 290, 0.261, 0.000, 3279, 1156, 58, 2494494, 55.71089, 8.58963 // 291, 0.260, 0.000, 3281, 1154, 58, 2508072, 54.90693, 9.56259 // 292, 0.260, 0.000, 3281, 1154, 58, 2521982, 54.647526, 10.369151 // 293, 0.260, 0.000, 3281, 1154, 58, 2535545, 55.463367, 7.9008136 // 294, 0.260, 0.000, 3281, 1154, 52, 2549357, 55.17426, 8.646924 // 295, 0.260, 0.000, 3281, 1154, 52, 2563435, 55.58416, 7.8226027 // 296, 0.260, 0.000, 3281, 1154, 52, 2577691, 55.653465, 7.7799478 // 297, 0.260, 0.000, 3281, 1154, 50, 2591385, 55.18416, 9.6449795 // 298, 0.260, 0.000, 3281, 1154, 50, 2605409, 56.07327, 8.077868 // 299, 0.260, 0.000, 3282, 1153, 60, 2619382, 56.550495, 8.073046 // Population size mean, std dev //56.550495, 8.073046 // Finished Evolution. 2619secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 1--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.352, 0.000, 2876, 1559, 7, 1145, 1.31, 1.0723339 // 1, 0.352, 0.000, 2876, 1559, 7, 4805, 1.2990099, 1.0165458 // 2, 0.352, 0.000, 2876, 1559, 7, 8310, 1.5089109, 1.4571164 // 3, 0.288, 0.000, 3157, 1278, 9, 12136, 2.2732673, 2.1221554 // 4, 0.288, 0.000, 3157, 1278, 9, 16323, 4.0455446, 2.489563 // 5, 0.288, 0.000, 3157, 1278, 9, 20887, 6.0455446, 2.0323868 // 6, 0.288, 0.000, 3157, 1278, 9, 25634, 6.582178, 2.10931 // 7, 0.288, 0.000, 3157, 1278, 9, 30518, 6.69901, 2.432556 // 8, 0.275, 0.000, 3217, 1218, 9, 35800, 7.9049506, 2.0582788 // 9, 0.275, 0.000, 3217, 1218, 9, 41480, 8.576238, 1.4578688 // 10, 0.275, 0.000, 3217, 1218, 9, 47212, 8.758416, 1.4298956 // 11, 0.275, 0.000, 3217, 1218, 9, 52781, 8.673267, 1.5902492 // 12, 0.275, 0.000, 3217, 1218, 9, 58357, 8.831683, 1.4104943 // 13, 0.275, 0.000, 3217, 1218, 9, 63834, 8.582178, 1.412 // 14, 0.275, 0.000, 3217, 1218, 9, 69460, 8.532673, 1.3928506 // 15, 0.275, 0.000, 3217, 1218, 9, 75071, 8.546535, 1.4331014 // 16, 0.275, 0.000, 3217, 1218, 9, 80761, 8.60198, 1.5110146 // 17, 0.275, 0.000, 3217, 1218, 9, 86363, 8.839604, 1.5682535 // 18, 0.275, 0.000, 3217, 1218, 9, 91917, 9.031683, 1.9085499 // 19, 0.275, 0.000, 3217, 1218, 9, 97643, 9.487128, 2.0217495 // 20, 0.275, 0.000, 3217, 1218, 9, 103600, 10.106931, 2.0344682 // 21, 0.275, 0.000, 3217, 1218, 9, 109656, 10.592079, 2.220503 // 22, 0.275, 0.000, 3217, 1218, 9, 115852, 11.386139, 2.2540145 // 23, 0.275, 0.000, 3217, 1218, 9, 122179, 11.996039, 2.3190956 // 24, 0.275, 0.000, 3217, 1218, 9, 128241, 12.378218, 2.3202763 // 25, 0.275, 0.000, 3217, 1218, 9, 134585, 12.855446, 2.317582 // 26, 0.275, 0.000, 3217, 1218, 9, 141290, 13.510891, 2.6123059 // 27, 0.275, 0.000, 3217, 1218, 9, 147759, 13.764357, 2.957439 // 28, 0.275, 0.000, 3217, 1218, 9, 154546, 14.39604, 2.7991464 // 29, 0.275, 0.000, 3217, 1218, 9, 161194, 14.566337, 3.1977804 // 30, 0.275, 0.000, 3217, 1218, 9, 168032, 15.370297, 3.329956 // 31, 0.275, 0.000, 3217, 1218, 9, 175156, 16.007921, 3.3848689 // 32, 0.275, 0.000, 3217, 1218, 9, 182198, 16.829702, 3.2981706 // 33, 0.275, 0.000, 3217, 1218, 9, 189645, 17.542574, 3.3576667 // 34, 0.275, 0.000, 3217, 1218, 9, 197223, 17.914852, 3.7197182 // 35, 0.273, 0.000, 3226, 1209, 20, 204940, 18.065346, 4.16179 // 36, 0.272, 0.000, 3227, 1208, 20, 212289, 18.938614, 4.0106554 // 37, 0.272, 0.000, 3227, 1208, 20, 219938, 19.607922, 3.789606 // 38, 0.228, 0.000, 3424, 1011, 18, 227814, 20.188118, 3.406792 // 39, 0.228, 0.000, 3424, 1011, 18, 235514, 19.639605, 4.381869 // 40, 0.228, 0.000, 3424, 1011, 18, 243400, 19.158417, 4.334371 // 41, 0.228, 0.000, 3424, 1011, 18, 250857, 18.520792, 3.884989 // 42, 0.228, 0.000, 3424, 1011, 18, 258272, 18.198019, 3.9417062 // 43, 0.228, 0.000, 3424, 1011, 18, 265650, 17.827723, 3.8640296 // 44, 0.228, 0.000, 3424, 1011, 18, 273010, 17.368317, 3.4121222 // 45, 0.228, 0.000, 3424, 1011, 18, 280318, 17.005941, 3.2356203 // 46, 0.221, 0.000, 3457, 978, 18, 287592, 16.855446, 3.6420121 // 47, 0.221, 0.000, 3457, 978, 18, 295210, 17.273268, 3.1213994 // 48, 0.221, 0.000, 3457, 978, 18, 302602, 17.136633, 3.7658155 // 49, 0.221, 0.000, 3457, 978, 18, 309865, 17.326733, 3.9429333 // 50, 0.221, 0.000, 3457, 978, 18, 317150, 17.463366, 4.307852 // 51, 0.221, 0.000, 3457, 978, 18, 324661, 17.683168, 3.803412 // 52, 0.221, 0.000, 3457, 978, 18, 331955, 17.623762, 3.4944153 // 53, 0.221, 0.000, 3457, 978, 18, 339394, 17.70891, 3.3508432 // 54, 0.214, 0.000, 3484, 951, 20, 346764, 17.914852, 3.529037 // 55, 0.214, 0.000, 3484, 951, 20, 354305, 18.275248, 3.5148177 // 56, 0.214, 0.000, 3484, 951, 18, 361906, 18.564356, 3.8244042 // 57, 0.214, 0.000, 3484, 951, 18, 369441, 18.641584, 3.7978957 // 58, 0.214, 0.000, 3484, 951, 18, 377029, 18.552475, 3.9353333 // 59, 0.214, 0.000, 3484, 951, 18, 384555, 18.576237, 3.9015949 // 60, 0.214, 0.000, 3484, 951, 18, 392137, 18.627724, 3.655457 // 61, 0.214, 0.000, 3484, 951, 18, 399636, 18.617823, 3.9580047 // 62, 0.214, 0.000, 3484, 951, 18, 407232, 19.077229, 3.9134114 // 63, 0.214, 0.000, 3484, 951, 18, 414989, 19.522772, 4.334526 // 64, 0.214, 0.000, 3484, 951, 18, 422986, 20.330692, 3.9270074 // 65, 0.214, 0.000, 3484, 951, 18, 430910, 20.518812, 4.6424756 // 66, 0.214, 0.000, 3484, 951, 18, 438834, 21.50099, 4.1036677 // 67, 0.214, 0.000, 3484, 951, 18, 447055, 22.140594, 4.248937 // 68, 0.214, 0.000, 3484, 951, 18, 455043, 22.081188, 5.039583 // 69, 0.214, 0.000, 3484, 951, 18, 463461, 22.778217, 4.536144 // 70, 0.214, 0.000, 3484, 951, 18, 471838, 23.158417, 4.8008494 // 71, 0.214, 0.000, 3484, 951, 18, 480371, 24.10099, 4.424021 // 72, 0.214, 0.000, 3484, 951, 18, 489198, 24.772278, 4.5695443 // 73, 0.214, 0.000, 3484, 951, 18, 497851, 25.19406, 4.7242765 // 74, 0.214, 0.000, 3484, 951, 18, 506683, 25.61584, 5.381945 // 75, 0.214, 0.000, 3484, 951, 18, 515955, 26.253466, 5.5081506 // 76, 0.214, 0.000, 3484, 951, 18, 525191, 26.89703, 5.0874853 // 77, 0.214, 0.000, 3484, 951, 18, 533989, 27.433662, 5.504282 // 78, 0.214, 0.000, 3484, 951, 18, 543415, 27.966337, 5.586478 // 79, 0.214, 0.000, 3484, 951, 18, 552696, 27.972277, 5.8206954 // 80, 0.214, 0.000, 3484, 951, 18, 561812, 28.465347, 5.1109695 // 81, 0.214, 0.000, 3484, 951, 18, 571484, 28.455446, 6.358473 // 82, 0.214, 0.000, 3484, 951, 18, 581034, 28.972277, 6.546954 // 83, 0.214, 0.000, 3484, 951, 18, 590580, 30.225742, 5.220726 // 84, 0.214, 0.000, 3484, 951, 18, 600571, 30.572277, 5.7505255 // 85, 0.214, 0.000, 3484, 951, 18, 610084, 30.483168, 6.6460915 // 86, 0.214, 0.000, 3484, 951, 18, 620167, 31.70495, 5.8528194 // 87, 0.214, 0.000, 3484, 951, 18, 630156, 31.68911, 7.186362 // 88, 0.214, 0.000, 3484, 951, 18, 640375, 32.627724, 6.6132154 // 89, 0.214, 0.000, 3484, 951, 18, 650505, 33.631683, 6.2412734 // 90, 0.214, 0.000, 3484, 951, 18, 660879, 34.31485, 6.2668424 // 91, 0.214, 0.000, 3484, 951, 18, 671230, 35.48911, 5.9112597 // 92, 0.214, 0.000, 3484, 951, 18, 681836, 35.81782, 6.8660808 // 93, 0.214, 0.000, 3484, 951, 18, 692488, 36.984158, 6.8670406 // 94, 0.214, 0.000, 3484, 951, 18, 703304, 37.89109, 7.000279 // 95, 0.214, 0.000, 3484, 951, 18, 713942, 38.665348, 6.9294014 // 96, 0.214, 0.000, 3484, 951, 18, 724963, 39.30693, 7.4271936 // 97, 0.214, 0.000, 3484, 951, 18, 736295, 39.839603, 7.286504 // 98, 0.214, 0.000, 3484, 951, 18, 747527, 40.346535, 7.355783 // 99, 0.214, 0.000, 3484, 951, 18, 758627, 41.168316, 7.901964 // 100, 0.214, 0.000, 3484, 951, 18, 769972, 42.253464, 7.3699417 // 101, 0.214, 0.000, 3484, 951, 18, 781594, 42.942574, 7.2866883 // 102, 0.214, 0.000, 3484, 951, 18, 793502, 43.136635, 8.14151 // 103, 0.214, 0.000, 3484, 951, 18, 805357, 44.019802, 8.096186 // 104, 0.214, 0.000, 3484, 951, 18, 817642, 44.839603, 7.6650143 // 105, 0.214, 0.000, 3484, 951, 18, 829704, 44.50099, 9.510408 // 106, 0.214, 0.000, 3484, 951, 18, 841399, 45.629704, 8.560988 // 107, 0.214, 0.000, 3484, 951, 18, 853530, 46.944553, 8.159377 // 108, 0.214, 0.000, 3484, 951, 18, 865924, 47.37822, 8.7940855 // 109, 0.214, 0.000, 3484, 951, 18, 878380, 47.774258, 8.463588 // 110, 0.214, 0.000, 3484, 951, 18, 890592, 48.07921, 9.776594 // 111, 0.214, 0.000, 3484, 951, 18, 902920, 49.017822, 9.6306925 // 112, 0.214, 0.000, 3484, 951, 18, 915378, 49.536633, 9.570334 // 113, 0.214, 0.000, 3484, 951, 18, 928323, 50.112873, 9.786478 // 114, 0.214, 0.000, 3484, 951, 18, 941164, 50.966335, 9.760549 // 115, 0.214, 0.000, 3484, 951, 18, 953886, 52.17822, 8.782738 // 116, 0.214, 0.000, 3484, 951, 18, 967158, 53.0099, 8.851366 // 117, 0.214, 0.000, 3484, 951, 18, 980322, 53.328712, 10.241576 // 118, 0.214, 0.000, 3484, 951, 18, 993689, 55.0099, 8.769315 // 119, 0.214, 0.000, 3487, 948, 58, 1006769, 55.2, 9.915562 // 120, 0.214, 0.000, 3487, 948, 58, 1020610, 55.883167, 10.156214 // 121, 0.214, 0.000, 3487, 948, 56, 1034145, 56.59802, 10.819994 // 122, 0.214, 0.000, 3487, 948, 54, 1047733, 57.067326, 10.840496 // 123, 0.214, 0.000, 3487, 948, 42, 1061641, 57.704952, 9.180363 // 124, 0.214, 0.000, 3487, 948, 42, 1075042, 56.235645, 8.804019 // 125, 0.214, 0.000, 3487, 948, 42, 1088509, 54.69109, 10.447214 // 126, 0.214, 0.000, 3487, 948, 42, 1101973, 56.069305, 8.5749655 // 127, 0.214, 0.000, 3487, 948, 42, 1116005, 56.82574, 8.80693 // 128, 0.214, 0.000, 3487, 948, 42, 1130319, 58.051487, 7.457153 // 129, 0.214, 0.000, 3487, 948, 42, 1144143, 56.837624, 11.803403 // 130, 0.214, 0.000, 3487, 948, 42, 1158189, 59.2099, 7.808327 // 131, 0.214, 0.000, 3487, 948, 42, 1171980, 59.534653, 8.940259 // 132, 0.214, 0.000, 3487, 948, 42, 1185973, 60.28911, 9.097682 // 133, 0.214, 0.000, 3487, 948, 42, 1200464, 61.50099, 9.372603 // 134, 0.214, 0.000, 3487, 948, 42, 1215275, 61.37822, 10.545949 // 135, 0.214, 0.000, 3487, 948, 42, 1230056, 62.275246, 9.270498 // 136, 0.214, 0.000, 3487, 948, 42, 1244459, 63.055447, 9.360588 // 137, 0.214, 0.000, 3487, 948, 42, 1259452, 63.031685, 11.329224 // 138, 0.214, 0.000, 3487, 948, 42, 1274261, 64.80594, 7.853766 // 139, 0.214, 0.000, 3487, 948, 42, 1289459, 65.312874, 9.307544 // 140, 0.214, 0.000, 3487, 948, 42, 1304435, 64.934654, 11.745553 // 141, 0.214, 0.000, 3487, 948, 42, 1319203, 65.338615, 11.903317 // 142, 0.214, 0.000, 3487, 948, 42, 1333720, 66.308914, 11.27809 // 143, 0.214, 0.000, 3487, 948, 42, 1348842, 67.88911, 9.679634 // 144, 0.214, 0.000, 3487, 948, 42, 1363938, 68.11881, 10.557229 // 145, 0.214, 0.000, 3487, 948, 42, 1379512, 68.44554, 11.560008 // 146, 0.214, 0.000, 3487, 948, 42, 1394792, 69.2396, 10.556604 // 147, 0.214, 0.000, 3487, 948, 42, 1410423, 69.615845, 11.610626 // 148, 0.214, 0.000, 3487, 948, 42, 1426094, 70.88515, 11.028439 // 149, 0.214, 0.000, 3488, 947, 75, 1442353, 71.83762, 10.358397 // 150, 0.214, 0.000, 3488, 947, 73, 1458829, 73.510895, 7.8905787 // 151, 0.214, 0.000, 3488, 947, 65, 1474877, 72.85149, 12.600785 // 152, 0.214, 0.000, 3488, 947, 53, 1490704, 72.233665, 13.597773 // 153, 0.214, 0.000, 3488, 947, 53, 1507216, 71.98416, 11.27194 // 154, 0.214, 0.000, 3488, 947, 53, 1523153, 71.859406, 11.022505 // 155, 0.214, 0.000, 3488, 947, 53, 1538977, 72.91683, 10.765409 // 156, 0.214, 0.000, 3488, 947, 53, 1555373, 73.53069, 11.902394 // 157, 0.214, 0.000, 3488, 947, 53, 1572110, 74.58812, 11.512561 // 158, 0.214, 0.000, 3488, 947, 53, 1588863, 75.26535, 12.342484 // 159, 0.214, 0.000, 3488, 947, 53, 1605953, 76.716835, 11.299198 // 160, 0.214, 0.000, 3488, 947, 53, 1623011, 77.59208, 10.249547 // 161, 0.214, 0.000, 3488, 947, 53, 1640266, 78.14851, 12.4692 // 162, 0.214, 0.000, 3488, 947, 50, 1658377, 79.750496, 10.91265 // 163, 0.214, 0.000, 3488, 947, 50, 1675385, 79.5703, 12.635941 // 164, 0.214, 0.000, 3488, 947, 50, 1692790, 80.90297, 12.22644 // 165, 0.214, 0.000, 3488, 947, 50, 1710300, 81.39802, 12.60216 // 166, 0.214, 0.000, 3488, 947, 50, 1728044, 83.09307, 9.486678 // 167, 0.214, 0.000, 3488, 947, 50, 1745853, 82.16039, 13.418646 // 168, 0.214, 0.000, 3488, 947, 50, 1763623, 83.330696, 13.274815 // 169, 0.214, 0.000, 3488, 947, 50, 1781947, 83.75644, 13.464345 // 170, 0.214, 0.000, 3488, 947, 50, 1800121, 84.766335, 12.766017 // 171, 0.214, 0.000, 3488, 947, 50, 1818151, 85.89901, 10.974135 // 172, 0.214, 0.000, 3488, 947, 50, 1836131, 85.25941, 14.133933 // 173, 0.214, 0.000, 3488, 947, 50, 1854290, 86.68515, 12.381291 // 174, 0.214, 0.000, 3488, 947, 50, 1872476, 86.20396, 14.284275 // 175, 0.214, 0.000, 3488, 947, 50, 1890708, 87.960396, 12.068388 // 176, 0.214, 0.000, 3488, 947, 50, 1908917, 88.792076, 12.764851 // 177, 0.214, 0.000, 3488, 947, 50, 1927131, 88.619804, 13.5962105 // 178, 0.214, 0.000, 3488, 947, 50, 1945519, 89.97426, 10.808028 // 179, 0.214, 0.000, 3488, 947, 50, 1963844, 89.65941, 14.164595 // 180, 0.214, 0.000, 3488, 947, 50, 1982398, 89.766335, 15.02623 // 181, 0.214, 0.000, 3488, 947, 50, 2001296, 90.88317, 14.290479 // 182, 0.214, 0.000, 3488, 947, 50, 2020413, 92.09901, 13.788759 // 183, 0.214, 0.000, 3488, 947, 50, 2039477, 92.88515, 12.141057 // 184, 0.214, 0.000, 3488, 947, 50, 2059146, 93.22772, 14.419665 // 185, 0.214, 0.000, 3488, 947, 50, 2078857, 94.0099, 13.729672 // 186, 0.213, 0.000, 3489, 946, 99, 2098086, 94.871284, 13.620377 // 187, 0.213, 0.000, 3489, 946, 95, 2117879, 96.04951, 12.660185 // 188, 0.213, 0.000, 3489, 946, 86, 2138042, 96.58416, 13.596192 // 189, 0.213, 0.000, 3489, 946, 79, 2158729, 97.37426, 12.078802 // 190, 0.213, 0.000, 3489, 946, 79, 2178655, 95.552475, 14.543409 // 191, 0.213, 0.000, 3489, 946, 77, 2198580, 97.07129, 9.042597 // 192, 0.213, 0.000, 3490, 945, 100, 2218705, 97.346535, 11.051681 // 193, 0.213, 0.000, 3490, 945, 100, 2238226, 97.96634, 13.406104 // 194, 0.213, 0.000, 3490, 945, 98, 2258215, 97.55842, 15.98455 // 195, 0.213, 0.000, 3490, 945, 90, 2278339, 97.83762, 17.032225 // 196, 0.213, 0.000, 3490, 945, 90, 2298399, 97.691086, 15.024101 // 197, 0.213, 0.000, 3490, 945, 64, 2318743, 97.459404, 12.265376 // 198, 0.213, 0.000, 3490, 945, 64, 2339274, 97.33267, 13.428813 // 199, 0.213, 0.000, 3490, 945, 64, 2358763, 97.01386, 16.252012 // 200, 0.213, 0.000, 3490, 945, 64, 2379500, 99.66337, 10.292784 // 201, 0.213, 0.000, 3490, 945, 64, 2399491, 99.83564, 12.929345 // 202, 0.213, 0.000, 3491, 944, 103, 2420138, 99.64356, 16.000366 // 203, 0.213, 0.000, 3491, 944, 90, 2440777, 101.31881, 12.69881 // 204, 0.213, 0.000, 3491, 944, 78, 2461620, 102.35248, 11.90748 // 205, 0.213, 0.000, 3491, 944, 76, 2481989, 102.04752, 12.690578 // 206, 0.213, 0.000, 3492, 943, 106, 2502541, 98.82772, 15.590086 // 207, 0.213, 0.000, 3492, 943, 104, 2523038, 99.36633, 12.812271 // 208, 0.213, 0.000, 3492, 943, 104, 2543969, 100.40396, 13.375876 // 209, 0.213, 0.000, 3492, 943, 88, 2564992, 101.94456, 10.807622 // 210, 0.213, 0.000, 3492, 943, 82, 2585838, 102.67326, 11.955157 // 211, 0.213, 0.000, 3492, 943, 82, 2605798, 102.18416, 13.505388 // 212, 0.213, 0.000, 3492, 943, 64, 2626799, 102.79604, 13.100945 // 213, 0.213, 0.000, 3492, 943, 64, 2647682, 104.25149, 13.233222 // 214, 0.213, 0.000, 3492, 943, 64, 2668215, 104.69505, 14.601008 // 215, 0.213, 0.000, 3492, 943, 64, 2689774, 105.0099, 15.170611 // 216, 0.212, 0.000, 3495, 940, 110, 2710543, 104.31089, 19.304863 // 217, 0.212, 0.000, 3495, 940, 110, 2731988, 107.35841, 13.494284 // 218, 0.212, 0.000, 3495, 940, 110, 2753546, 108.46931, 11.769723 // 219, 0.212, 0.000, 3495, 940, 94, 2774945, 108.67921, 13.097665 // 220, 0.212, 0.000, 3495, 940, 92, 2796292, 107.384155, 13.891952 // 221, 0.212, 0.000, 3495, 940, 68, 2817526, 105.964355, 14.727737 // 222, 0.212, 0.000, 3495, 940, 68, 2839220, 106.74258, 14.674562 // 223, 0.212, 0.000, 3495, 940, 68, 2861551, 108.09901, 13.558179 // 224, 0.212, 0.000, 3495, 940, 64, 2883536, 108.80594, 14.551331 // 225, 0.212, 0.000, 3495, 940, 64, 2905506, 109.350494, 14.191422 // 226, 0.212, 0.000, 3495, 940, 64, 2927633, 110.32475, 13.405085 // 227, 0.212, 0.000, 3495, 940, 64, 2949565, 111.05544, 14.100954 // 228, 0.212, 0.000, 3495, 940, 64, 2971735, 111.74059, 15.871463 // 229, 0.212, 0.000, 3495, 940, 64, 2994512, 113.8099, 12.2692375 // 230, 0.212, 0.000, 3495, 940, 64, 3016768, 113.31089, 15.30226 // 231, 0.212, 0.000, 3495, 940, 64, 3038660, 113.70495, 16.129875 // 232, 0.212, 0.000, 3495, 940, 64, 3061069, 114.09901, 15.9374695 // 233, 0.212, 0.000, 3495, 940, 64, 3084190, 116.05347, 12.834927 // 234, 0.212, 0.000, 3495, 940, 64, 3106617, 116.98812, 12.923037 // 235, 0.212, 0.000, 3495, 940, 64, 3129403, 116.409904, 15.898942 // 236, 0.212, 0.000, 3495, 940, 64, 3153026, 118.30693, 13.187833 // 237, 0.212, 0.000, 3495, 940, 64, 3176719, 118.50891, 15.095593 // 238, 0.212, 0.000, 3495, 940, 64, 3199861, 119.40396, 14.978761 // 239, 0.212, 0.000, 3495, 940, 64, 3223576, 120.11089, 15.279525 // 240, 0.212, 0.000, 3495, 940, 64, 3246655, 121.01584, 15.484399 // 241, 0.212, 0.000, 3495, 940, 64, 3269939, 121.61782, 16.240953 // 242, 0.212, 0.000, 3495, 940, 64, 3293556, 122.249504, 15.446133 // 243, 0.212, 0.000, 3495, 940, 64, 3316813, 121.56831, 21.016085 // 244, 0.212, 0.000, 3495, 940, 64, 3340862, 122.821785, 19.002954 // 245, 0.212, 0.000, 3495, 940, 64, 3365035, 124.031685, 15.709335 // 246, 0.212, 0.000, 3495, 940, 64, 3388940, 125.21782, 15.025954 // 247, 0.212, 0.000, 3495, 940, 64, 3413032, 126.53861, 12.839871 // 248, 0.212, 0.000, 3495, 940, 64, 3436826, 126.2099, 16.487862 // 249, 0.212, 0.000, 3495, 940, 64, 3461091, 127.17624, 15.173894 // 250, 0.212, 0.000, 3495, 940, 64, 3485334, 127.960396, 14.972631 // 251, 0.212, 0.000, 3495, 940, 64, 3509789, 127.62772, 20.423351 // 252, 0.212, 0.000, 3495, 940, 64, 3534960, 128.4198, 19.27854 // 253, 0.212, 0.000, 3495, 940, 64, 3559641, 129.85149, 17.04681 // 254, 0.212, 0.000, 3495, 940, 64, 3584790, 130.61783, 15.508188 // 255, 0.212, 0.000, 3495, 940, 64, 3609924, 131.87326, 16.659855 // 256, 0.212, 0.000, 3495, 940, 64, 3635850, 132.92278, 13.776537 // 257, 0.212, 0.000, 3495, 940, 64, 3660892, 131.91287, 17.838194 // 258, 0.212, 0.000, 3495, 940, 64, 3686376, 132.52673, 18.228529 // 259, 0.212, 0.000, 3495, 940, 64, 3711381, 132.00792, 22.70815 // 260, 0.212, 0.000, 3495, 940, 64, 3737537, 135.33466, 16.313877 // 261, 0.212, 0.000, 3495, 940, 64, 3763599, 135.43169, 18.852274 // 262, 0.212, 0.000, 3495, 940, 64, 3789520, 136.3901, 18.302044 // 263, 0.212, 0.000, 3495, 940, 64, 3816602, 137.56633, 16.571283 // 264, 0.212, 0.000, 3495, 940, 64, 3843408, 136.85347, 17.966984 // 265, 0.211, 0.000, 3497, 938, 142, 3870328, 137.92476, 16.740086 // 266, 0.211, 0.000, 3497, 938, 142, 3897506, 137.88515, 20.563023 // 267, 0.211, 0.000, 3497, 938, 130, 3924366, 140.3703, 16.429003 // 268, 0.211, 0.000, 3497, 938, 120, 3951782, 140.4891, 16.589777 // 269, 0.211, 0.000, 3497, 938, 80, 3978907, 138.13466, 20.276218 // 270, 0.211, 0.000, 3497, 938, 80, 4005638, 137.7307, 19.2996 // 271, 0.211, 0.000, 3497, 938, 80, 4031529, 139.58812, 15.117767 // 272, 0.211, 0.000, 3497, 938, 80, 4057421, 140.1604, 16.898998 // 273, 0.211, 0.000, 3497, 938, 80, 4083855, 139.95445, 18.403465 // 274, 0.211, 0.000, 3497, 938, 80, 4111027, 141.66733, 14.974849 // 275, 0.211, 0.000, 3497, 938, 80, 4138222, 143.07327, 12.797857 // 276, 0.211, 0.000, 3497, 938, 80, 4164851, 142.1901, 18.212719 // 277, 0.211, 0.000, 3497, 938, 80, 4192172, 142.86931, 18.455076 // 278, 0.211, 0.000, 3497, 938, 80, 4219737, 144.30693, 17.635801 // 279, 0.211, 0.000, 3497, 938, 80, 4247170, 144.92673, 19.280819 // 280, 0.211, 0.000, 3497, 938, 80, 4274491, 146.19604, 18.2117 // 281, 0.211, 0.000, 3497, 938, 80, 4302653, 146.52872, 17.643108 // 282, 0.211, 0.000, 3497, 938, 80, 4330368, 147.1901, 16.53683 // 283, 0.211, 0.000, 3497, 938, 80, 4357810, 148.31683, 16.605782 // 284, 0.211, 0.000, 3497, 938, 80, 4386407, 150.10693, 12.375789 // 285, 0.211, 0.000, 3497, 938, 80, 4414211, 150.12476, 16.122759 // 286, 0.211, 0.000, 3497, 938, 80, 4442663, 151.7802, 14.972631 // 287, 0.211, 0.000, 3497, 938, 80, 4470970, 152.07921, 19.741245 // 288, 0.211, 0.000, 3497, 938, 80, 4499430, 152.47327, 19.145618 // 289, 0.211, 0.000, 3497, 938, 80, 4527941, 153.04158, 19.756279 // 290, 0.211, 0.000, 3497, 938, 80, 4557057, 155.11684, 16.718838 // 291, 0.211, 0.000, 3497, 938, 80, 4586042, 154.60793, 22.711592 // 292, 0.211, 0.000, 3497, 938, 80, 4615463, 156.4396, 19.331402 // 293, 0.211, 0.000, 3497, 938, 80, 4645863, 157.2792, 19.48091 // 294, 0.211, 0.000, 3497, 938, 80, 4674925, 157.72475, 22.416206 // 295, 0.211, 0.000, 3497, 938, 80, 4705106, 159.69704, 18.617868 // 296, 0.211, 0.000, 3497, 938, 80, 4733869, 159.35841, 22.894032 // 297, 0.211, 0.000, 3497, 938, 80, 4763831, 159.65544, 23.437084 // 298, 0.211, 0.000, 3497, 938, 80, 4793379, 162.33664, 17.352728 // 299, 0.211, 0.000, 3497, 938, 80, 4823128, 161.9089, 21.031366 // Population size mean, std dev //161.9089, 21.031366 // Finished Evolution. 4823secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 2--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.392, 0.000, 2697, 1738, 1, 1067, 1.258, 0.9713063 // 1, 0.371, 0.000, 2789, 1646, 3, 4586, 1.3247524, 1.1695312 // 2, 0.322, 0.000, 3008, 1427, 5, 8102, 1.2, 0.9427157 // 3, 0.322, 0.000, 3008, 1427, 5, 11626, 1.1980197, 0.6838998 // 4, 0.287, 0.000, 3161, 1274, 9, 15364, 1.6178218, 1.2016816 // 5, 0.287, 0.000, 3161, 1274, 9, 19175, 2.520792, 1.5783385 // 6, 0.287, 0.000, 3161, 1274, 9, 23391, 3.6930692, 1.3390007 // 7, 0.274, 0.000, 3218, 1217, 6, 27650, 4.6079206, 1.2009639 // 8, 0.274, 0.000, 3218, 1217, 6, 32022, 5.0079207, 1.404356 // 9, 0.274, 0.000, 3218, 1217, 6, 36615, 5.667327, 2.1535645 // 10, 0.274, 0.000, 3218, 1217, 6, 41434, 6.952475, 2.2518904 // 11, 0.274, 0.000, 3218, 1217, 6, 46478, 7.263366, 1.9920505 // 12, 0.274, 0.000, 3218, 1217, 6, 51421, 6.59604, 1.8623905 // 13, 0.274, 0.000, 3218, 1217, 6, 56154, 5.9504952, 1.2537161 // 14, 0.271, 0.000, 3231, 1204, 8, 60970, 5.8099008, 0.8178115 // 15, 0.271, 0.000, 3231, 1204, 8, 65638, 5.7663364, 0.7764206 // 16, 0.271, 0.000, 3231, 1204, 8, 70322, 5.8336635, 1.0167193 // 17, 0.271, 0.000, 3231, 1204, 8, 75045, 5.790099, 0.9927948 // 18, 0.271, 0.000, 3231, 1204, 8, 79824, 5.9247527, 1.1441963 // 19, 0.271, 0.000, 3232, 1203, 8, 84981, 6.2356434, 1.2842996 // 20, 0.270, 0.000, 3236, 1199, 8, 89960, 6.7821784, 1.4086283 // 21, 0.270, 0.000, 3238, 1197, 8, 95257, 7.4574256, 1.4633039 // 22, 0.270, 0.000, 3238, 1197, 8, 100616, 7.5742574, 1.2816043 // 23, 0.270, 0.000, 3238, 1197, 8, 106094, 7.6851487, 1.4134688 // 24, 0.270, 0.000, 3238, 1197, 8, 111509, 7.578218, 1.6429625 // 25, 0.270, 0.000, 3238, 1197, 8, 116935, 7.6079206, 1.5040343 // 26, 0.270, 0.000, 3238, 1197, 8, 122113, 7.5049505, 1.4544147 // 27, 0.270, 0.000, 3238, 1197, 8, 127551, 7.5366335, 1.4012525 // 28, 0.270, 0.000, 3238, 1197, 8, 133026, 7.578218, 1.2720603 // 29, 0.270, 0.000, 3238, 1197, 8, 138625, 7.510891, 1.3410432 // 30, 0.270, 0.000, 3238, 1197, 8, 143858, 7.5089107, 1.3498892 // 31, 0.270, 0.000, 3238, 1197, 8, 149280, 7.50099, 1.396069 // 32, 0.270, 0.000, 3238, 1197, 8, 154611, 7.4772277, 1.3816243 // 33, 0.268, 0.000, 3245, 1190, 10, 160221, 7.4534655, 1.4289482 // 34, 0.268, 0.000, 3245, 1190, 10, 165527, 7.592079, 1.4322786 // 35, 0.266, 0.000, 3255, 1180, 12, 171128, 7.679208, 1.5466555 // 36, 0.266, 0.000, 3256, 1179, 12, 176607, 8.067327, 1.7232895 // 37, 0.265, 0.000, 3259, 1176, 12, 182098, 8.3801985, 2.1904364 // 38, 0.265, 0.000, 3259, 1176, 12, 187800, 9.227723, 2.0092902 // 39, 0.265, 0.000, 3259, 1176, 12, 193696, 9.552475, 2.2128623 // 40, 0.265, 0.000, 3259, 1176, 12, 199552, 10.122772, 2.316701 // 41, 0.265, 0.000, 3261, 1174, 12, 205609, 10.80198, 2.360652 // 42, 0.263, 0.000, 3269, 1166, 12, 211563, 11.134653, 2.20389 // 43, 0.260, 0.000, 3281, 1154, 12, 217550, 10.918812, 2.4878612 // 44, 0.260, 0.000, 3281, 1154, 12, 223435, 10.841584, 2.6473699 // 45, 0.260, 0.000, 3281, 1154, 12, 229547, 10.910892, 2.5262916 // 46, 0.260, 0.000, 3281, 1154, 12, 235573, 11.152475, 2.3434162 // 47, 0.260, 0.000, 3281, 1154, 12, 241454, 11.063366, 2.5030575 // 48, 0.258, 0.000, 3289, 1146, 12, 247531, 11.039604, 2.4264243 // 49, 0.258, 0.000, 3289, 1146, 12, 253521, 11.091089, 2.3562896 // 50, 0.258, 0.000, 3289, 1146, 12, 259467, 11.033664, 2.4673805 // 51, 0.258, 0.000, 3290, 1145, 12, 265586, 10.877228, 2.487349 // 52, 0.258, 0.000, 3290, 1145, 12, 271502, 11.269307, 2.3059847 // 53, 0.258, 0.000, 3290, 1145, 12, 277632, 11.259406, 2.0734148 // 54, 0.258, 0.000, 3290, 1145, 12, 283493, 11.029703, 2.5166984 // 55, 0.257, 0.000, 3293, 1142, 12, 289566, 11.116832, 2.3037224 // 56, 0.257, 0.000, 3293, 1142, 12, 295465, 11.055446, 2.3899324 // 57, 0.257, 0.000, 3293, 1142, 12, 301643, 11.087129, 2.3790185 // 58, 0.257, 0.000, 3293, 1142, 12, 307364, 11.079208, 2.3609138 // 59, 0.257, 0.000, 3293, 1142, 12, 313337, 11.061386, 2.2721283 // 60, 0.257, 0.000, 3293, 1142, 12, 319095, 11.138614, 2.296056 // 61, 0.257, 0.000, 3293, 1142, 12, 325038, 10.982179, 2.41646 // 62, 0.257, 0.000, 3293, 1142, 12, 331024, 10.990099, 2.3810108 // 63, 0.257, 0.000, 3294, 1141, 12, 337102, 11.118812, 2.2483768 // 64, 0.257, 0.000, 3294, 1141, 12, 343101, 10.964356, 2.470162 // 65, 0.257, 0.000, 3295, 1140, 12, 349002, 11.186138, 2.3133314 // 66, 0.257, 0.000, 3295, 1140, 12, 354774, 11.053465, 2.3695939 // 67, 0.257, 0.000, 3295, 1140, 12, 360882, 11.247525, 2.199035 // 68, 0.257, 0.000, 3295, 1140, 12, 366864, 11.30099, 2.0257003 // 69, 0.257, 0.000, 3295, 1140, 12, 372970, 10.990099, 2.4074767 // 70, 0.257, 0.000, 3295, 1140, 12, 378898, 11.007921, 2.5156782 // 71, 0.257, 0.000, 3295, 1140, 12, 385051, 11.196039, 2.1496463 // 72, 0.257, 0.000, 3295, 1140, 12, 390852, 11.061386, 2.396821 // 73, 0.257, 0.000, 3295, 1140, 12, 396969, 11.029703, 2.4858224 // 74, 0.257, 0.000, 3295, 1140, 12, 402824, 10.952476, 2.5057778 // 75, 0.257, 0.000, 3295, 1140, 12, 408884, 10.934653, 2.551197 // 76, 0.257, 0.000, 3295, 1140, 12, 414802, 10.970297, 2.4698408 // 77, 0.257, 0.000, 3295, 1140, 12, 420662, 11.043565, 2.4017465 // 78, 0.257, 0.000, 3295, 1140, 12, 426623, 11.124752, 2.3374443 // 79, 0.257, 0.000, 3295, 1140, 12, 432599, 11.029703, 2.413884 // 80, 0.257, 0.000, 3295, 1140, 12, 438554, 10.855446, 2.591855 // 81, 0.257, 0.000, 3295, 1140, 12, 444449, 10.938614, 2.5675416 // 82, 0.257, 0.000, 3295, 1140, 12, 450437, 11.09505, 2.2282786 // 83, 0.257, 0.000, 3295, 1140, 12, 456486, 10.960396, 2.4636796 // 84, 0.257, 0.000, 3295, 1140, 12, 462447, 10.966336, 2.440756 // 85, 0.257, 0.000, 3295, 1140, 12, 468954, 11.104951, 2.3162942 // 86, 0.257, 0.000, 3295, 1140, 12, 474834, 11.079208, 2.406602 // 87, 0.257, 0.000, 3295, 1140, 12, 480907, 10.992079, 2.4021325 // 88, 0.257, 0.000, 3295, 1140, 12, 486840, 11.124752, 2.2877839 // 89, 0.257, 0.000, 3295, 1140, 12, 492927, 11.168317, 2.2623444 // 90, 0.257, 0.000, 3295, 1140, 12, 498819, 10.964356, 2.4564972 // 91, 0.257, 0.000, 3295, 1140, 12, 504966, 10.946535, 2.4614055 // 92, 0.257, 0.000, 3295, 1140, 12, 510985, 11.10297, 2.3295975 // 93, 0.257, 0.000, 3295, 1140, 12, 517187, 10.996039, 2.4210274 // 94, 0.257, 0.000, 3295, 1140, 12, 523057, 11.089108, 2.3288934 // 95, 0.257, 0.000, 3295, 1140, 12, 528977, 11.174257, 2.2109823 // 96, 0.257, 0.000, 3295, 1140, 12, 534827, 11.045545, 2.357188 // 97, 0.257, 0.000, 3295, 1140, 12, 541041, 10.821782, 2.6423666 // 98, 0.257, 0.000, 3295, 1140, 12, 546937, 10.885148, 2.5311294 // 99, 0.257, 0.000, 3295, 1140, 12, 552950, 10.966336, 2.4953158 // 100, 0.257, 0.000, 3295, 1140, 12, 558634, 10.986138, 2.467574 // 101, 0.257, 0.000, 3295, 1140, 12, 564596, 11.037623, 2.349758 // 102, 0.257, 0.000, 3295, 1140, 12, 570440, 11.160396, 2.3789575 // 103, 0.257, 0.000, 3295, 1140, 12, 576611, 11.075248, 2.3976629 // 104, 0.257, 0.000, 3295, 1140, 12, 582659, 11.071287, 2.324826 // 105, 0.257, 0.000, 3295, 1140, 12, 588630, 10.934653, 2.4907131 // 106, 0.257, 0.000, 3295, 1140, 12, 594474, 10.946535, 2.4646225 // 107, 0.257, 0.000, 3295, 1140, 12, 600365, 10.855446, 2.5971966 // 108, 0.257, 0.000, 3295, 1140, 12, 606332, 11.130693, 2.3299038 // 109, 0.257, 0.000, 3295, 1140, 12, 612305, 11.077228, 2.368937 // 110, 0.257, 0.000, 3295, 1140, 12, 617931, 11.019802, 2.4783425 // 111, 0.257, 0.000, 3295, 1140, 12, 623966, 11.033664, 2.4577312 // 112, 0.257, 0.000, 3295, 1140, 12, 630012, 11.081188, 2.3206658 // 113, 0.257, 0.000, 3295, 1140, 12, 636059, 11.071287, 2.3051527 // 114, 0.257, 0.000, 3295, 1140, 12, 642067, 11.017821, 2.4393005 // 115, 0.257, 0.000, 3295, 1140, 12, 648098, 10.950495, 2.5029738 // 116, 0.257, 0.000, 3295, 1140, 12, 654115, 11.237624, 2.2229583 // 117, 0.257, 0.000, 3295, 1140, 12, 660253, 10.906931, 2.489829 // 118, 0.257, 0.000, 3295, 1140, 12, 666179, 11.059406, 2.4194796 // 119, 0.257, 0.000, 3295, 1140, 12, 672235, 10.756435, 2.6179292 // 120, 0.257, 0.000, 3295, 1140, 12, 678143, 11.180198, 2.3304293 // 121, 0.257, 0.000, 3295, 1140, 12, 684201, 11.124752, 2.308463 // 122, 0.257, 0.000, 3295, 1140, 12, 690173, 11.035644, 2.3552582 // 123, 0.257, 0.000, 3295, 1140, 12, 696242, 10.992079, 2.4029565 // 124, 0.257, 0.000, 3295, 1140, 12, 702346, 11.104951, 2.2757585 // 125, 0.257, 0.000, 3295, 1140, 12, 708352, 10.893069, 2.540066 // 126, 0.257, 0.000, 3295, 1140, 12, 714241, 10.950495, 2.409455 // 127, 0.257, 0.000, 3295, 1140, 12, 720388, 10.772277, 2.5843468 // 128, 0.257, 0.000, 3295, 1140, 12, 726331, 11.083168, 2.4334762 // 129, 0.257, 0.000, 3295, 1140, 12, 732380, 11.063366, 2.2993665 // 130, 0.257, 0.000, 3295, 1140, 12, 738347, 11.229703, 2.0668788 // 131, 0.257, 0.000, 3295, 1140, 12, 744507, 11.134653, 2.2867882 // 132, 0.257, 0.000, 3295, 1140, 12, 750626, 11.065347, 2.301461 // 133, 0.257, 0.000, 3295, 1140, 12, 756706, 10.982179, 2.3792992 // 134, 0.257, 0.000, 3295, 1140, 12, 762618, 11.079208, 2.3406978 // 135, 0.257, 0.000, 3295, 1140, 12, 768705, 11.0158415, 2.4324038 // 136, 0.257, 0.000, 3295, 1140, 12, 774679, 11.227723, 2.200273 // 137, 0.257, 0.000, 3295, 1140, 12, 780634, 11.059406, 2.3831966 // 138, 0.257, 0.000, 3295, 1140, 12, 786497, 11.035644, 2.323943 // 139, 0.257, 0.000, 3295, 1140, 12, 792593, 11.144554, 2.2961226 // 140, 0.257, 0.000, 3295, 1140, 12, 798502, 11.211882, 2.2595537 // 141, 0.257, 0.000, 3295, 1140, 12, 804353, 11.009901, 2.3609655 // 142, 0.257, 0.000, 3295, 1140, 12, 810151, 11.00594, 2.3601413 // 143, 0.257, 0.000, 3295, 1140, 12, 816249, 11.019802, 2.5234754 // 144, 0.257, 0.000, 3295, 1140, 12, 822096, 10.966336, 2.4881632 // 145, 0.257, 0.000, 3295, 1140, 12, 828235, 11.239604, 2.1535184 // 146, 0.257, 0.000, 3295, 1140, 12, 834158, 11.065347, 2.4131837 // 147, 0.257, 0.000, 3295, 1140, 12, 840075, 11.027722, 2.4566011 // 148, 0.257, 0.000, 3295, 1140, 12, 846084, 11.071287, 2.2652917 // 149, 0.257, 0.000, 3295, 1140, 12, 852199, 11.00198, 2.453125 // 150, 0.257, 0.000, 3295, 1140, 12, 858057, 11.152475, 2.3136528 // 151, 0.257, 0.000, 3295, 1140, 12, 864189, 10.99406, 2.3118203 // 152, 0.257, 0.000, 3295, 1140, 12, 870167, 11.003961, 2.4161127 // 153, 0.257, 0.000, 3295, 1140, 12, 876338, 11.112871, 2.3013432 // 154, 0.257, 0.000, 3295, 1140, 12, 882208, 11.029703, 2.413884 // 155, 0.257, 0.000, 3295, 1140, 12, 888190, 10.881188, 2.5403152 // 156, 0.257, 0.000, 3295, 1140, 12, 894156, 10.986138, 2.5191965 // 157, 0.257, 0.000, 3295, 1140, 12, 900195, 11.126733, 2.41115 // 158, 0.257, 0.000, 3295, 1140, 12, 906120, 11.158416, 2.3819976 // 159, 0.257, 0.000, 3295, 1140, 12, 911877, 11.209901, 2.5258067 // 160, 0.257, 0.000, 3295, 1140, 12, 918125, 11.522772, 2.6235754 // 161, 0.257, 0.000, 3295, 1140, 12, 924570, 11.9425745, 2.510701 // 162, 0.257, 0.000, 3295, 1140, 12, 930809, 12.144554, 2.7186406 // 163, 0.257, 0.000, 3295, 1140, 12, 937239, 12.360396, 2.8355608 // 164, 0.257, 0.000, 3295, 1140, 12, 943354, 12.673267, 2.7808 // 165, 0.257, 0.000, 3295, 1140, 12, 949871, 12.990099, 2.6494715 // 166, 0.257, 0.000, 3295, 1140, 12, 956187, 12.746534, 3.0783703 // 167, 0.257, 0.000, 3295, 1140, 12, 962625, 12.99406, 2.942008 // 168, 0.257, 0.000, 3295, 1140, 12, 968855, 13.194059, 2.892456 // 169, 0.257, 0.000, 3295, 1140, 12, 975581, 13.457426, 3.0342386 // 170, 0.257, 0.000, 3295, 1140, 12, 982009, 13.60396, 3.4292848 // 171, 0.257, 0.000, 3295, 1140, 12, 988552, 14.059406, 3.4140692 // 172, 0.257, 0.000, 3295, 1140, 12, 995008, 14.354455, 3.5184255 // 173, 0.257, 0.000, 3295, 1140, 12, 1001737, 15.063366, 3.142167 // 174, 0.257, 0.000, 3295, 1140, 12, 1008493, 15.253466, 3.5637205 // 175, 0.257, 0.000, 3295, 1140, 12, 1015255, 15.6, 3.602308 // 176, 0.257, 0.000, 3295, 1140, 12, 1021989, 15.835644, 3.98844 // 177, 0.257, 0.000, 3295, 1140, 12, 1029106, 16.261387, 4.140474 // 178, 0.257, 0.000, 3295, 1140, 12, 1035932, 16.954456, 3.88853 // 179, 0.257, 0.000, 3295, 1140, 12, 1042845, 17.473267, 4.1295624 // 180, 0.257, 0.000, 3295, 1140, 12, 1049844, 17.98812, 4.2682176 // 181, 0.257, 0.000, 3295, 1140, 12, 1057166, 18.39604, 4.2647057 // 182, 0.257, 0.000, 3295, 1140, 12, 1064085, 18.542574, 4.616229 // 183, 0.257, 0.000, 3295, 1140, 12, 1071403, 19.158417, 4.481274 // 184, 0.257, 0.000, 3295, 1140, 12, 1078529, 20.035643, 4.5112367 // 185, 0.257, 0.000, 3295, 1140, 12, 1086144, 20.314852, 5.249974 // 186, 0.257, 0.000, 3295, 1140, 12, 1093759, 21.645544, 4.5762115 // 187, 0.257, 0.000, 3295, 1140, 12, 1102094, 22.051485, 5.4045563 // 188, 0.257, 0.000, 3295, 1140, 12, 1109746, 22.49901, 5.851672 // 189, 0.257, 0.000, 3295, 1140, 12, 1117748, 23.5901, 5.7178106 // 190, 0.257, 0.000, 3295, 1140, 12, 1126023, 24.29505, 5.8788114 // 191, 0.257, 0.000, 3295, 1140, 12, 1134672, 25.538614, 5.320146 // 192, 0.257, 0.000, 3295, 1140, 12, 1143309, 26.095049, 5.7159586 // 193, 0.257, 0.000, 3295, 1140, 12, 1152056, 26.158417, 6.088344 // 194, 0.257, 0.000, 3295, 1140, 12, 1160606, 26.827723, 6.1380205 // 195, 0.257, 0.000, 3295, 1140, 12, 1169670, 27.926733, 5.9463444 // 196, 0.257, 0.000, 3295, 1140, 12, 1178716, 27.918812, 6.5924773 // 197, 0.257, 0.000, 3295, 1140, 12, 1188037, 28.259405, 6.586971 // 198, 0.257, 0.000, 3295, 1140, 12, 1196988, 29.49901, 6.3064103 // 199, 0.257, 0.000, 3295, 1140, 12, 1206231, 29.766336, 6.4661217 // 200, 0.257, 0.000, 3295, 1140, 12, 1215161, 29.79802, 7.039552 // 201, 0.257, 0.000, 3295, 1140, 12, 1224691, 30.40198, 7.0477066 // 202, 0.257, 0.000, 3295, 1140, 12, 1234116, 30.544554, 7.758131 // 203, 0.257, 0.000, 3295, 1140, 12, 1243899, 30.948515, 7.9683366 // 204, 0.257, 0.000, 3295, 1140, 12, 1253655, 32.71485, 7.0717583 // 205, 0.257, 0.000, 3295, 1140, 12, 1263677, 33.221783, 7.9494867 // 206, 0.257, 0.000, 3295, 1140, 12, 1273379, 34.166336, 8.167071 // 207, 0.257, 0.000, 3295, 1140, 12, 1283755, 34.758415, 7.9906564 // 208, 0.257, 0.000, 3295, 1140, 12, 1293889, 35.437622, 8.08009 // 209, 0.257, 0.000, 3295, 1140, 12, 1304214, 36.578217, 7.870131 // 210, 0.257, 0.000, 3295, 1140, 12, 1314419, 37.28317, 8.364529 // 211, 0.257, 0.000, 3295, 1140, 12, 1325443, 38.049503, 8.372499 // 212, 0.257, 0.000, 3295, 1140, 12, 1335788, 38.80594, 8.715417 // 213, 0.257, 0.000, 3295, 1140, 12, 1346737, 38.726734, 9.604896 // 214, 0.257, 0.000, 3295, 1140, 12, 1357267, 39.49505, 9.911516 // 215, 0.257, 0.000, 3295, 1140, 12, 1368326, 40.49307, 9.770867 // 216, 0.257, 0.000, 3295, 1140, 12, 1379526, 41.18218, 9.343528 // 217, 0.257, 0.000, 3295, 1140, 12, 1390861, 41.447525, 9.520262 // 218, 0.257, 0.000, 3295, 1140, 12, 1402248, 42.164356, 10.041637 // 219, 0.257, 0.000, 3295, 1140, 12, 1414117, 43.61782, 8.899806 // 220, 0.257, 0.000, 3295, 1140, 12, 1425830, 44.30693, 9.548351 // 221, 0.257, 0.000, 3295, 1140, 12, 1437786, 44.574257, 10.034541 // 222, 0.257, 0.000, 3295, 1140, 12, 1449734, 45.475246, 9.82661 // 223, 0.257, 0.000, 3295, 1140, 12, 1461586, 46.49703, 9.498548 // 224, 0.257, 0.000, 3295, 1140, 12, 1473852, 46.730694, 10.808627 // 225, 0.257, 0.000, 3295, 1140, 12, 1486770, 48.572277, 8.922504 // 226, 0.257, 0.000, 3295, 1140, 12, 1499755, 48.645546, 10.406343 // 227, 0.257, 0.000, 3295, 1140, 12, 1512374, 49.28119, 10.79036 // 228, 0.257, 0.000, 3295, 1140, 12, 1525384, 50.318813, 9.887045 // 229, 0.257, 0.000, 3295, 1140, 12, 1538134, 51.253464, 10.700764 // 230, 0.257, 0.000, 3295, 1140, 12, 1551424, 52.40396, 10.45003 // 231, 0.257, 0.000, 3295, 1140, 12, 1564702, 52.546535, 12.402097 // 232, 0.257, 0.000, 3295, 1140, 12, 1577995, 53.772278, 11.994617 // 233, 0.257, 0.000, 3297, 1138, 59, 1592132, 55.429703, 11.061462 // 234, 0.256, 0.000, 3298, 1137, 57, 1606292, 55.431683, 12.2247925 // 235, 0.256, 0.000, 3298, 1137, 55, 1620649, 56.623764, 11.483301 // 236, 0.256, 0.000, 3298, 1137, 54, 1634974, 56.679207, 11.727612 // 237, 0.256, 0.000, 3298, 1137, 36, 1648823, 57.249504, 8.714465 // 238, 0.256, 0.000, 3298, 1137, 36, 1662912, 54.013863, 11.310104 // 239, 0.256, 0.000, 3298, 1137, 36, 1676530, 53.677227, 10.760805 // 240, 0.256, 0.000, 3298, 1137, 36, 1690881, 54.861385, 10.791119 // 241, 0.256, 0.000, 3298, 1137, 36, 1704925, 56.99208, 10.499221 // 242, 0.256, 0.000, 3299, 1136, 61, 1719232, 58.18614, 10.055534 // 243, 0.256, 0.000, 3299, 1136, 61, 1733869, 58.21386, 11.537537 // 244, 0.256, 0.000, 3299, 1136, 59, 1748509, 60.673267, 8.199627 // 245, 0.256, 0.000, 3299, 1136, 48, 1763078, 59.083168, 12.6185875 // 246, 0.256, 0.000, 3299, 1136, 44, 1776972, 59.07525, 11.162441 // 247, 0.256, 0.000, 3299, 1136, 41, 1791412, 58.132675, 11.027232 // 248, 0.256, 0.000, 3299, 1136, 41, 1805978, 58.360397, 11.267608 // 249, 0.256, 0.000, 3299, 1136, 41, 1820622, 59.847527, 9.580839 // 250, 0.256, 0.000, 3299, 1136, 41, 1835487, 60.71881, 9.395186 // 251, 0.256, 0.000, 3299, 1136, 22, 1850270, 60.39208, 11.635423 // 252, 0.256, 0.000, 3299, 1136, 22, 1865545, 61.219803, 12.175816 // 253, 0.256, 0.000, 3299, 1136, 22, 1880250, 60.865345, 13.873751 // 254, 0.256, 0.000, 3299, 1136, 22, 1895469, 63.10099, 10.940156 // 255, 0.256, 0.000, 3299, 1136, 22, 1910433, 63.112873, 11.937991 // 256, 0.256, 0.000, 3299, 1136, 22, 1926295, 63.639603, 11.907111 // 257, 0.256, 0.000, 3299, 1136, 22, 1941642, 63.744553, 12.776693 // 258, 0.256, 0.000, 3299, 1136, 22, 1956971, 64.90891, 12.169077 // 259, 0.256, 0.000, 3299, 1136, 22, 1972679, 64.36436, 14.614312 // 260, 0.256, 0.000, 3299, 1136, 22, 1988353, 66.376236, 11.746882 // 261, 0.256, 0.000, 3299, 1136, 22, 2004180, 67.21584, 12.544997 // 262, 0.256, 0.000, 3299, 1136, 22, 2020309, 68.95445, 10.989852 // 263, 0.256, 0.000, 3299, 1136, 22, 2036550, 69.28515, 11.479899 // 264, 0.256, 0.000, 3299, 1136, 22, 2052470, 69.04555, 13.706964 // 265, 0.256, 0.000, 3299, 1136, 22, 2068721, 69.43762, 15.759096 // 266, 0.256, 0.000, 3300, 1135, 73, 2085058, 71.035645, 13.130802 // 267, 0.256, 0.000, 3300, 1135, 67, 2101501, 71.59604, 13.503471 // 268, 0.256, 0.000, 3300, 1135, 67, 2118115, 72.59406, 12.907706 // 269, 0.256, 0.000, 3300, 1135, 42, 2134453, 70.91485, 15.1920805 // 270, 0.256, 0.000, 3300, 1135, 42, 2150607, 69.34852, 12.178904 // 271, 0.256, 0.000, 3300, 1135, 42, 2166512, 68.49703, 12.50537 // 272, 0.256, 0.000, 3300, 1135, 42, 2182423, 68.35248, 14.25644 // 273, 0.256, 0.000, 3300, 1135, 42, 2198996, 69.75247, 11.945453 // 274, 0.256, 0.000, 3300, 1135, 42, 2214749, 68.88713, 14.861765 // 275, 0.256, 0.000, 3300, 1135, 42, 2231025, 70.24753, 13.7781315 // 276, 0.256, 0.000, 3300, 1135, 42, 2247421, 71.833664, 11.484981 // 277, 0.256, 0.000, 3300, 1135, 42, 2264355, 72.15446, 13.102026 // 278, 0.256, 0.000, 3300, 1135, 42, 2280589, 73.817825, 12.795492 // 279, 0.256, 0.000, 3300, 1135, 42, 2297803, 74.30099, 14.081688 // 280, 0.256, 0.000, 3300, 1135, 42, 2314343, 76.02574, 12.039749 // 281, 0.256, 0.000, 3300, 1135, 42, 2331691, 76.26138, 12.645347 // 282, 0.256, 0.000, 3300, 1135, 42, 2349058, 76.41782, 14.622295 // 283, 0.256, 0.000, 3300, 1135, 42, 2366214, 77.922775, 13.668187 // 284, 0.256, 0.000, 3300, 1135, 42, 2383619, 79.023766, 13.842938 // 285, 0.256, 0.000, 3300, 1135, 42, 2400952, 78.71089, 14.758637 // 286, 0.256, 0.000, 3300, 1135, 42, 2418191, 78.657425, 15.930268 // 287, 0.256, 0.000, 3300, 1135, 42, 2435586, 79.90099, 15.860829 // 288, 0.256, 0.000, 3300, 1135, 42, 2453361, 81.586136, 13.427977 // 289, 0.256, 0.000, 3300, 1135, 42, 2471235, 82.93663, 12.242444 // 290, 0.256, 0.000, 3300, 1135, 42, 2489546, 82.32277, 15.988781 // 291, 0.256, 0.000, 3300, 1135, 42, 2507752, 83.37426, 15.278422 // 292, 0.256, 0.000, 3300, 1135, 42, 2526169, 84.59802, 14.448487 // 293, 0.256, 0.000, 3300, 1135, 42, 2544359, 84.25941, 16.68052 // 294, 0.256, 0.000, 3300, 1135, 42, 2562510, 85.68119, 15.101075 // 295, 0.256, 0.000, 3300, 1135, 42, 2580902, 87.30297, 14.744736 // 296, 0.256, 0.000, 3300, 1135, 42, 2599582, 89.586136, 12.07393 // 297, 0.256, 0.000, 3300, 1135, 42, 2619018, 87.74455, 17.918749 // 298, 0.256, 0.000, 3300, 1135, 42, 2638537, 89.11485, 16.254597 // 299, 0.256, 0.000, 3300, 1135, 42, 2657706, 91.174255, 13.257589 // Population size mean, std dev //91.174255, 13.257589 // Finished Evolution. 2657secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 3--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.392, 0.000, 2697, 1738, 1, 1052, 1.276, 0.8245144 // 1, 0.392, 0.000, 2697, 1738, 1, 4646, 1.3504951, 1.1195494 // 2, 0.354, 0.000, 2866, 1569, 3, 8073, 1.3742574, 0.90790296 // 3, 0.350, 0.000, 2881, 1554, 3, 11655, 1.4019802, 0.8436109 // 4, 0.345, 0.000, 2906, 1529, 3, 15183, 1.6633663, 1.0017532 // 5, 0.340, 0.000, 2926, 1509, 3, 19138, 2.5247524, 1.1989607 // 6, 0.340, 0.000, 2926, 1509, 3, 23060, 3.0574257, 0.74106556 // 7, 0.304, 0.000, 3088, 1347, 3, 27213, 3.1346536, 0.57478976 // 8, 0.304, 0.000, 3088, 1347, 3, 31257, 3.1227722, 0.5196882 // 9, 0.304, 0.000, 3088, 1347, 3, 35334, 3.2534654, 0.74136084 // 10, 0.304, 0.000, 3088, 1347, 3, 39248, 3.3821783, 0.8527644 // 11, 0.298, 0.000, 3113, 1322, 5, 43503, 3.4950495, 0.93791187 // 12, 0.298, 0.000, 3113, 1322, 5, 47708, 3.2178218, 0.7366493 // 13, 0.290, 0.000, 3151, 1284, 9, 51884, 3.251485, 0.78735286 // 14, 0.290, 0.000, 3151, 1284, 9, 56219, 3.659406, 1.146167 // 15, 0.290, 0.000, 3151, 1284, 9, 60857, 4.437624, 1.551929 // 16, 0.289, 0.000, 3154, 1281, 9, 65545, 5.3742576, 1.8066237 // 17, 0.252, 0.000, 3317, 1118, 11, 70835, 6.60198, 2.2271938 // 18, 0.251, 0.000, 3322, 1113, 11, 76402, 8.035644, 1.9454733 // 19, 0.250, 0.000, 3328, 1107, 11, 81992, 8.518812, 1.8174455 // 20, 0.250, 0.000, 3328, 1107, 11, 87693, 8.712872, 1.8430299 // 21, 0.250, 0.000, 3328, 1107, 11, 93271, 9.293069, 2.1473577 // 22, 0.250, 0.000, 3328, 1107, 11, 99243, 9.938614, 2.1141186 // 23, 0.250, 0.000, 3328, 1107, 11, 104983, 10.378218, 1.827599 // 24, 0.249, 0.000, 3330, 1105, 11, 110904, 10.312871, 2.1035419 // 25, 0.249, 0.000, 3330, 1105, 11, 116825, 10.237624, 2.0253239 // 26, 0.246, 0.000, 3343, 1092, 11, 122529, 10.241584, 2.047229 // 27, 0.246, 0.000, 3343, 1092, 11, 128291, 10.411881, 1.8435472 // 28, 0.246, 0.000, 3343, 1092, 11, 134044, 10.350495, 2.0083785 // 29, 0.246, 0.000, 3343, 1092, 11, 139611, 10.273268, 1.9832386 // 30, 0.246, 0.000, 3343, 1092, 11, 145298, 10.455445, 1.8300291 // 31, 0.245, 0.000, 3348, 1087, 11, 150864, 10.451485, 1.7514142 // 32, 0.245, 0.000, 3348, 1087, 11, 156624, 10.322772, 1.9682578 // 33, 0.245, 0.000, 3348, 1087, 11, 162519, 10.330693, 1.9789851 // 34, 0.245, 0.000, 3348, 1087, 11, 168461, 10.306931, 1.9738027 // 35, 0.245, 0.000, 3349, 1086, 11, 174083, 10.211882, 2.0807097 // 36, 0.245, 0.000, 3349, 1086, 11, 179688, 10.287128, 2.0427933 // 37, 0.245, 0.000, 3349, 1086, 11, 185605, 10.188119, 2.2281399 // 38, 0.245, 0.000, 3349, 1086, 11, 191337, 10.089108, 2.3407695 // 39, 0.245, 0.000, 3349, 1086, 11, 197057, 10.405941, 2.0117378 // 40, 0.245, 0.000, 3349, 1086, 11, 202962, 10.219802, 2.212745 // 41, 0.245, 0.000, 3349, 1086, 11, 208700, 10.259406, 2.044561 // 42, 0.245, 0.000, 3349, 1086, 11, 214508, 10.364356, 2.033853 // 43, 0.245, 0.000, 3349, 1086, 11, 220214, 10.19802, 2.199999 // 44, 0.245, 0.000, 3349, 1086, 11, 226079, 10.249505, 2.1956582 // 45, 0.245, 0.000, 3349, 1086, 11, 232059, 10.324753, 2.1639426 // 46, 0.245, 0.000, 3349, 1086, 11, 237714, 10.235643, 2.2137997 // 47, 0.245, 0.000, 3349, 1086, 11, 243347, 10.196039, 2.1952238 // 48, 0.245, 0.000, 3349, 1086, 11, 249284, 10.271287, 1.9720006 // 49, 0.245, 0.000, 3349, 1086, 11, 254898, 10.308911, 2.099414 // 50, 0.245, 0.000, 3349, 1086, 11, 260599, 10.265347, 1.9763155 // 51, 0.245, 0.000, 3349, 1086, 11, 266349, 10.314852, 2.0580378 // 52, 0.245, 0.000, 3349, 1086, 11, 272292, 10.322772, 1.8923453 // 53, 0.245, 0.000, 3349, 1086, 11, 277972, 10.354455, 1.9908485 // 54, 0.245, 0.000, 3349, 1086, 11, 283915, 10.118812, 2.1676626 // 55, 0.245, 0.000, 3349, 1086, 11, 289406, 10.362376, 1.7892352 // 56, 0.245, 0.000, 3349, 1086, 11, 295090, 10.324753, 2.0376346 // 57, 0.245, 0.000, 3349, 1086, 11, 300805, 10.423762, 1.854784 // 58, 0.245, 0.000, 3349, 1086, 11, 306456, 10.312871, 1.9602838 // 59, 0.245, 0.000, 3349, 1086, 11, 312168, 10.126733, 2.2177887 // 60, 0.245, 0.000, 3349, 1086, 11, 317995, 10.271287, 2.0342789 // 61, 0.245, 0.000, 3349, 1086, 11, 323664, 10.2970295, 2.0669231 // 62, 0.245, 0.000, 3349, 1086, 11, 329423, 10.291089, 1.9851975 // 63, 0.245, 0.000, 3349, 1086, 11, 335187, 10.231683, 2.0814576 // 64, 0.245, 0.000, 3349, 1086, 11, 341011, 10.211882, 2.0149567 // 65, 0.245, 0.000, 3349, 1086, 11, 346936, 10.350495, 1.876885 // 66, 0.245, 0.000, 3349, 1086, 11, 352689, 10.356436, 1.9396036 // 67, 0.245, 0.000, 3349, 1086, 11, 358322, 10.249505, 2.0645816 // 68, 0.245, 0.000, 3349, 1086, 11, 363925, 10.124752, 2.2174568 // 69, 0.245, 0.000, 3349, 1086, 11, 369674, 10.180198, 2.1129508 // 70, 0.245, 0.000, 3349, 1086, 11, 375313, 10.281188, 2.087241 // 71, 0.245, 0.000, 3349, 1086, 11, 381092, 10.30297, 2.0219815 // 72, 0.245, 0.000, 3349, 1086, 11, 386860, 10.237624, 2.073634 // 73, 0.245, 0.000, 3349, 1086, 11, 392501, 10.287128, 2.075491 // 74, 0.245, 0.000, 3349, 1086, 11, 398179, 10.213861, 2.1740606 // 75, 0.245, 0.000, 3349, 1086, 11, 403975, 10.170297, 2.1578116 // 76, 0.245, 0.000, 3349, 1086, 11, 409769, 10.2237625, 2.1153436 // 77, 0.245, 0.000, 3349, 1086, 11, 415652, 10.245544, 2.2104855 // 78, 0.245, 0.000, 3349, 1086, 11, 421380, 10.314852, 2.0589995 // 79, 0.245, 0.000, 3349, 1086, 11, 427239, 10.39604, 1.8693947 // 80, 0.245, 0.000, 3349, 1086, 11, 433115, 10.293069, 2.0395265 // 81, 0.245, 0.000, 3349, 1086, 11, 438906, 10.322772, 1.9531094 // 82, 0.245, 0.000, 3349, 1086, 11, 444819, 10.344555, 1.9600171 // 83, 0.245, 0.000, 3349, 1086, 11, 450562, 10.253466, 2.0755775 // 84, 0.245, 0.000, 3349, 1086, 11, 456416, 10.30297, 2.0405045 // 85, 0.245, 0.000, 3349, 1086, 11, 461969, 10.259406, 2.0999827 // 86, 0.245, 0.000, 3349, 1086, 11, 467585, 10.489109, 1.8164209 // 87, 0.245, 0.000, 3349, 1086, 11, 473262, 10.332673, 1.8932482 // 88, 0.245, 0.000, 3349, 1086, 11, 478946, 10.249505, 2.0684156 // 89, 0.245, 0.000, 3349, 1086, 11, 484525, 10.30099, 1.9520231 // 90, 0.245, 0.000, 3349, 1086, 11, 490494, 10.176238, 2.1310105 // 91, 0.245, 0.000, 3349, 1086, 11, 496270, 10.241584, 2.0921972 // 92, 0.245, 0.000, 3349, 1086, 11, 501988, 10.348515, 1.9205327 // 93, 0.245, 0.000, 3349, 1086, 11, 507750, 10.271287, 2.07762 // 94, 0.245, 0.000, 3349, 1086, 11, 513572, 10.247525, 2.0786774 // 95, 0.245, 0.000, 3349, 1086, 11, 519304, 10.372277, 1.9232857 // 96, 0.245, 0.000, 3349, 1086, 11, 525313, 10.316832, 2.0697303 // 97, 0.245, 0.000, 3349, 1086, 11, 530982, 10.362376, 1.8640345 // 98, 0.245, 0.000, 3349, 1086, 11, 536569, 10.283169, 2.0258248 // 99, 0.245, 0.000, 3349, 1086, 11, 542446, 10.186138, 2.1610901 // 100, 0.245, 0.000, 3349, 1086, 11, 548195, 10.289109, 2.080455 // 101, 0.245, 0.000, 3349, 1086, 11, 553980, 10.277227, 2.0485163 // 102, 0.245, 0.000, 3349, 1086, 11, 559714, 10.184158, 2.1126096 // 103, 0.245, 0.000, 3349, 1086, 11, 565442, 10.384158, 1.7830203 // 104, 0.245, 0.000, 3349, 1086, 11, 571329, 10.271287, 2.0488272 // 105, 0.245, 0.000, 3349, 1086, 11, 577197, 10.431684, 1.8271273 // 106, 0.245, 0.000, 3349, 1086, 11, 582992, 10.324753, 2.0463624 // 107, 0.245, 0.000, 3349, 1086, 11, 588817, 10.150495, 2.1073034 // 108, 0.245, 0.000, 3349, 1086, 11, 594544, 10.314852, 1.9072223 // 109, 0.245, 0.000, 3349, 1086, 11, 600218, 10.376238, 2.0433478 // 110, 0.245, 0.000, 3349, 1086, 11, 606070, 10.269307, 2.1384604 // 111, 0.245, 0.000, 3349, 1086, 11, 612021, 10.215841, 2.0707657 // 112, 0.245, 0.000, 3349, 1086, 11, 617676, 10.352475, 1.9807287 // 113, 0.245, 0.000, 3349, 1086, 11, 623185, 10.326733, 1.9635756 // 114, 0.245, 0.000, 3349, 1086, 11, 628903, 10.392079, 1.9541091 // 115, 0.245, 0.000, 3349, 1086, 11, 634632, 10.326733, 1.9975686 // 116, 0.244, 0.000, 3352, 1083, 12, 640484, 10.336634, 2.0885236 // 117, 0.244, 0.000, 3352, 1083, 12, 646399, 10.358416, 2.041222 // 118, 0.244, 0.000, 3353, 1082, 12, 651898, 10.548515, 2.1103494 // 119, 0.244, 0.000, 3353, 1082, 12, 657695, 10.623762, 2.216285 // 120, 0.244, 0.000, 3353, 1082, 12, 663941, 10.912871, 2.1954794 // 121, 0.244, 0.000, 3353, 1082, 12, 670214, 11.190099, 2.0497541 // 122, 0.244, 0.000, 3353, 1082, 12, 676573, 11.275248, 1.9924288 // 123, 0.244, 0.000, 3353, 1082, 12, 682740, 11.20594, 2.189346 // 124, 0.244, 0.000, 3353, 1082, 12, 689158, 11.031683, 2.3945057 // 125, 0.244, 0.000, 3353, 1082, 12, 695203, 11.194059, 2.1196778 // 126, 0.244, 0.000, 3353, 1082, 12, 701503, 11.180198, 2.2649329 // 127, 0.244, 0.000, 3353, 1082, 12, 707519, 11.144554, 2.3038714 // 128, 0.244, 0.000, 3353, 1082, 12, 713668, 11.085149, 2.3894727 // 129, 0.244, 0.000, 3353, 1082, 12, 719996, 11.209901, 2.1414125 // 130, 0.244, 0.000, 3353, 1082, 12, 726110, 11.29505, 2.2120433 // 131, 0.244, 0.000, 3353, 1082, 12, 732274, 11.219802, 2.2719135 // 132, 0.244, 0.000, 3353, 1082, 12, 738707, 11.055446, 2.404799 // 133, 0.244, 0.000, 3353, 1082, 12, 745057, 10.89901, 2.58321 // 134, 0.244, 0.000, 3353, 1082, 12, 751226, 11.059406, 2.3898365 // 135, 0.244, 0.000, 3353, 1082, 12, 757604, 11.1405945, 2.2589798 // 136, 0.244, 0.000, 3353, 1082, 12, 763751, 11.207921, 2.1878 // 137, 0.244, 0.000, 3353, 1082, 12, 770005, 11.156436, 2.2962039 // 138, 0.244, 0.000, 3353, 1082, 12, 776025, 11.344555, 2.0256007 // 139, 0.244, 0.000, 3353, 1082, 12, 782297, 11.093069, 2.4610336 // 140, 0.244, 0.000, 3353, 1082, 12, 788670, 11.19802, 2.2026973 // 141, 0.244, 0.000, 3353, 1082, 12, 794849, 11.083168, 2.5016856 // 142, 0.244, 0.000, 3353, 1082, 12, 801309, 11.184158, 2.2820342 // 143, 0.244, 0.000, 3353, 1082, 12, 807507, 11.328712, 2.0688343 // 144, 0.244, 0.000, 3353, 1082, 12, 813658, 11.079208, 2.397534 // 145, 0.244, 0.000, 3353, 1082, 12, 819958, 11.134653, 2.1957886 // 146, 0.244, 0.000, 3353, 1082, 12, 826272, 11.19208, 2.1221924 // 147, 0.244, 0.000, 3353, 1082, 12, 832565, 11.322772, 2.2135448 // 148, 0.244, 0.000, 3353, 1082, 12, 838758, 11.277227, 2.1741922 // 149, 0.244, 0.000, 3353, 1082, 12, 844974, 11.409901, 1.8984897 // 150, 0.244, 0.000, 3353, 1082, 12, 851180, 11.156436, 2.2892926 // 151, 0.244, 0.000, 3353, 1082, 12, 857499, 11.180198, 2.2710419 // 152, 0.244, 0.000, 3353, 1082, 12, 863872, 11.219802, 2.19748 // 153, 0.244, 0.000, 3353, 1082, 12, 870070, 11.384158, 2.037992 // 154, 0.244, 0.000, 3353, 1082, 12, 876535, 11.512872, 1.7845107 // 155, 0.244, 0.000, 3353, 1082, 12, 882796, 11.201981, 2.2609005 // 156, 0.244, 0.000, 3353, 1082, 12, 889033, 11.316832, 2.0330484 // 157, 0.244, 0.000, 3353, 1082, 12, 895123, 11.245544, 2.3460746 // 158, 0.244, 0.000, 3353, 1082, 12, 901342, 11.592079, 2.286408 // 159, 0.244, 0.000, 3353, 1082, 12, 907760, 11.70495, 2.3006852 // 160, 0.244, 0.000, 3353, 1082, 12, 913963, 12.0574255, 2.4232104 // 161, 0.244, 0.000, 3353, 1082, 12, 920265, 12.372277, 2.3930652 // 162, 0.244, 0.000, 3353, 1082, 12, 926461, 12.954455, 1.95896 // 163, 0.244, 0.000, 3353, 1082, 12, 932813, 12.891089, 2.2607303 // 164, 0.244, 0.000, 3353, 1082, 12, 939179, 13.122772, 2.163784 // 165, 0.244, 0.000, 3353, 1082, 12, 945555, 13.138614, 2.08165 // 166, 0.244, 0.000, 3353, 1082, 12, 951991, 13.326733, 1.9615561 // 167, 0.244, 0.000, 3353, 1082, 12, 958559, 13.243565, 2.010391 // 168, 0.244, 0.000, 3353, 1082, 12, 964998, 13.168317, 2.2377017 // 169, 0.244, 0.000, 3353, 1082, 12, 971385, 13.19802, 2.265625 // 170, 0.244, 0.000, 3353, 1082, 12, 977722, 13.360396, 2.0788407 // 171, 0.244, 0.000, 3353, 1082, 12, 984148, 13.439604, 2.2331455 // 172, 0.244, 0.000, 3353, 1082, 12, 990591, 13.423762, 2.2774477 // 173, 0.244, 0.000, 3353, 1082, 12, 997346, 13.774258, 2.2743769 // 174, 0.244, 0.000, 3353, 1082, 12, 1004034, 14.287128, 2.2485957 // 175, 0.244, 0.000, 3353, 1082, 12, 1010863, 14.80198, 2.275222 // 176, 0.244, 0.000, 3353, 1082, 12, 1017615, 15.172277, 2.4292006 // 177, 0.244, 0.000, 3353, 1082, 12, 1024662, 15.556436, 2.3608363 // 178, 0.244, 0.000, 3353, 1082, 12, 1031749, 16.037624, 2.237521 // 179, 0.244, 0.000, 3353, 1082, 12, 1038653, 16.330692, 2.3738625 // 180, 0.244, 0.000, 3353, 1082, 12, 1046126, 16.960396, 2.0962992 // 181, 0.244, 0.000, 3353, 1082, 12, 1053344, 17.027723, 2.375456 // 182, 0.244, 0.000, 3353, 1082, 12, 1060346, 17.38416, 2.45412 // 183, 0.244, 0.000, 3353, 1082, 12, 1067495, 17.865347, 2.4651377 // 184, 0.244, 0.000, 3353, 1082, 12, 1074993, 18.679209, 2.2872953 // 185, 0.244, 0.000, 3353, 1082, 12, 1082241, 18.841583, 2.5529428 // 186, 0.244, 0.000, 3353, 1082, 12, 1089665, 19.350494, 2.3322897 // 187, 0.244, 0.000, 3353, 1082, 12, 1097074, 19.562376, 2.7533216 // 188, 0.244, 0.000, 3353, 1082, 12, 1105167, 20.20594, 2.8509471 // 189, 0.244, 0.000, 3353, 1082, 12, 1112878, 21.118813, 2.8545094 // 190, 0.244, 0.000, 3353, 1082, 12, 1120973, 21.857426, 3.1345167 // 191, 0.244, 0.000, 3353, 1082, 12, 1129324, 23.065346, 3.0503585 // 192, 0.244, 0.000, 3353, 1082, 12, 1137636, 23.845545, 3.2542322 // 193, 0.244, 0.000, 3353, 1082, 12, 1146072, 24.441584, 3.3385072 // 194, 0.244, 0.000, 3353, 1082, 12, 1154396, 24.932673, 3.3542385 // 195, 0.244, 0.000, 3353, 1082, 12, 1163004, 25.390099, 3.3193564 // 196, 0.244, 0.000, 3353, 1082, 12, 1171659, 25.90297, 3.7385569 // 197, 0.244, 0.000, 3353, 1082, 12, 1180248, 26.685148, 3.3386352 // 198, 0.244, 0.000, 3353, 1082, 12, 1189052, 27.233664, 3.637111 // 199, 0.244, 0.000, 3353, 1082, 12, 1197766, 27.962376, 3.5661473 // 200, 0.244, 0.000, 3353, 1082, 12, 1206822, 28.148516, 4.1843286 // 201, 0.244, 0.000, 3353, 1082, 12, 1216046, 28.833664, 3.462392 // 202, 0.244, 0.000, 3353, 1082, 12, 1225221, 28.942574, 3.7689059 // 203, 0.244, 0.000, 3353, 1082, 12, 1234437, 29.532673, 3.6363726 // 204, 0.244, 0.000, 3353, 1082, 12, 1243938, 29.823763, 4.3644123 // 205, 0.244, 0.000, 3353, 1082, 12, 1253236, 30.457426, 4.2870626 // 206, 0.244, 0.000, 3353, 1082, 12, 1262758, 30.687128, 4.3497105 // 207, 0.244, 0.000, 3353, 1082, 12, 1272238, 31.360395, 4.2910047 // 208, 0.244, 0.000, 3353, 1082, 12, 1282348, 32.419804, 3.8302927 // 209, 0.244, 0.000, 3353, 1082, 12, 1292062, 32.69505, 4.480317 // 210, 0.244, 0.000, 3353, 1082, 12, 1302042, 33.29703, 4.8021016 // 211, 0.244, 0.000, 3353, 1082, 12, 1312158, 33.81386, 5.224945 // 212, 0.244, 0.000, 3353, 1082, 12, 1322468, 35.011883, 4.447694 // 213, 0.244, 0.000, 3353, 1082, 12, 1333133, 35.71683, 4.2366953 // 214, 0.244, 0.000, 3353, 1082, 12, 1343982, 36.41584, 4.359291 // 215, 0.244, 0.000, 3353, 1082, 12, 1354774, 36.58416, 5.603507 // 216, 0.244, 0.000, 3353, 1082, 12, 1365552, 37.09505, 5.81145 // 217, 0.244, 0.000, 3353, 1082, 12, 1376853, 38.140594, 5.0059414 // 218, 0.244, 0.000, 3353, 1082, 12, 1388188, 38.79802, 5.8005486 // 219, 0.226, 0.000, 3432, 1003, 39, 1399710, 39.465347, 5.4361415 // 220, 0.225, 0.000, 3435, 1000, 39, 1411148, 39.439606, 6.3875394 // 221, 0.225, 0.000, 3435, 1000, 39, 1422883, 40.857426, 4.9271426 // 222, 0.223, 0.000, 3446, 989, 29, 1434495, 41.449505, 4.56873 // 223, 0.223, 0.000, 3446, 989, 29, 1445874, 41.51683, 4.8404603 // 224, 0.223, 0.000, 3446, 989, 29, 1457600, 40.255447, 5.43257 // 225, 0.222, 0.000, 3450, 985, 39, 1468632, 37.19406, 5.897967 // 226, 0.222, 0.000, 3450, 985, 29, 1479529, 35.23168, 5.6252494 // 227, 0.221, 0.000, 3453, 982, 29, 1490038, 33.356434, 6.5934076 // 228, 0.221, 0.000, 3453, 982, 29, 1499958, 31.219803, 6.256652 // 229, 0.221, 0.000, 3453, 982, 29, 1510154, 30.285149, 5.662613 // 230, 0.221, 0.000, 3453, 982, 29, 1520164, 31.025743, 6.4535885 // 231, 0.221, 0.000, 3453, 982, 29, 1530641, 33.31287, 6.3754787 // 232, 0.221, 0.000, 3453, 982, 29, 1540866, 34.20198, 6.1559525 // 233, 0.221, 0.000, 3453, 982, 29, 1551211, 32.679207, 6.2641635 // 234, 0.221, 0.000, 3453, 982, 29, 1561314, 31.144554, 5.996113 // 235, 0.221, 0.000, 3453, 982, 29, 1571008, 29.89307, 5.285172 // 236, 0.221, 0.000, 3453, 982, 29, 1580579, 29.144554, 4.2766857 // 237, 0.221, 0.000, 3453, 982, 29, 1589790, 28.128714, 4.264194 // 238, 0.221, 0.000, 3456, 979, 29, 1599205, 28.50297, 3.5264935 // 239, 0.221, 0.000, 3456, 979, 29, 1608986, 28.683168, 3.7127874 // 240, 0.221, 0.000, 3456, 979, 29, 1618371, 29.930693, 5.0389714 // 241, 0.221, 0.000, 3456, 979, 27, 1628368, 31.8, 6.4068074 // 242, 0.221, 0.000, 3457, 978, 27, 1638939, 34.037624, 6.816736 // 243, 0.221, 0.000, 3457, 978, 27, 1649373, 33.90099, 7.0206256 // 244, 0.221, 0.000, 3457, 978, 27, 1659089, 30.960396, 6.558681 // 245, 0.221, 0.000, 3457, 978, 27, 1668613, 28.962376, 5.383198 // 246, 0.221, 0.000, 3457, 978, 25, 1677646, 27.962376, 3.6980863 // 247, 0.220, 0.000, 3458, 977, 29, 1687133, 27.235643, 3.7866294 // 248, 0.220, 0.000, 3458, 977, 29, 1696571, 27.047525, 3.1881127 // 249, 0.220, 0.000, 3458, 977, 27, 1706031, 27.043564, 3.0788486 // 250, 0.220, 0.000, 3458, 977, 25, 1715475, 27.112871, 3.5000873 // 251, 0.220, 0.000, 3458, 977, 25, 1724862, 27.320791, 3.3478363 // 252, 0.220, 0.000, 3458, 977, 25, 1734175, 27.483168, 3.1238866 // 253, 0.220, 0.000, 3458, 977, 25, 1743710, 27.508911, 3.3490667 // 254, 0.220, 0.000, 3458, 977, 25, 1753164, 27.320791, 3.465828 // 255, 0.220, 0.000, 3458, 977, 25, 1762486, 27.51287, 3.4795547 // 256, 0.220, 0.000, 3458, 977, 23, 1771958, 27.677227, 3.2580185 // 257, 0.220, 0.000, 3458, 977, 23, 1781404, 27.881187, 3.4922574 // 258, 0.220, 0.000, 3458, 977, 23, 1791076, 28.162376, 3.5812197 // 259, 0.220, 0.000, 3458, 977, 23, 1800614, 28.778217, 3.416091 // 260, 0.220, 0.000, 3458, 977, 23, 1810335, 29.30495, 3.3769796 // 261, 0.220, 0.000, 3458, 977, 23, 1820141, 29.530693, 3.7357721 // 262, 0.220, 0.000, 3458, 977, 23, 1830138, 29.790098, 3.714505 // 263, 0.220, 0.000, 3458, 977, 23, 1840058, 30.023762, 4.14436 // 264, 0.220, 0.000, 3458, 977, 23, 1850187, 30.045544, 4.441473 // 265, 0.220, 0.000, 3458, 977, 23, 1860643, 30.79802, 3.8633583 // 266, 0.220, 0.000, 3458, 977, 23, 1870552, 31.4, 3.9414585 // 267, 0.220, 0.000, 3458, 977, 23, 1880343, 31.746534, 3.6346936 // 268, 0.220, 0.000, 3458, 977, 23, 1890219, 32.267326, 3.7068152 // 269, 0.220, 0.000, 3458, 977, 23, 1900146, 32.425743, 4.5571055 // 270, 0.220, 0.000, 3458, 977, 23, 1910673, 33.356434, 3.7092018 // 271, 0.220, 0.000, 3458, 977, 23, 1920579, 33.524754, 4.217346 // 272, 0.220, 0.000, 3458, 977, 23, 1931269, 33.87327, 4.130501 // 273, 0.218, 0.000, 3467, 968, 35, 1941973, 34.376236, 4.3043966 // 274, 0.214, 0.000, 3485, 950, 35, 1952658, 34.81782, 4.7743645 // 275, 0.214, 0.000, 3488, 947, 35, 1963540, 35.29703, 4.910565 // 276, 0.213, 0.000, 3490, 945, 33, 1973935, 35.724754, 3.985784 // 277, 0.213, 0.000, 3490, 945, 33, 1984596, 35.21188, 4.197211 // 278, 0.213, 0.000, 3490, 945, 33, 1994890, 33.667328, 4.7416534 // 279, 0.213, 0.000, 3490, 945, 27, 2005262, 32.366337, 5.075516 // 280, 0.213, 0.000, 3490, 945, 27, 2014933, 32.48317, 4.06241 // 281, 0.213, 0.000, 3492, 943, 37, 2024590, 31.849504, 4.6706533 // 282, 0.208, 0.000, 3511, 924, 25, 2034977, 31.586138, 4.770483 // 283, 0.208, 0.000, 3511, 924, 25, 2045025, 32.455444, 4.0215483 // 284, 0.208, 0.000, 3511, 924, 25, 2055068, 32.540592, 4.8546124 // 285, 0.208, 0.000, 3511, 924, 25, 2065134, 32.29901, 5.6185403 // 286, 0.207, 0.000, 3516, 919, 37, 2075012, 29.5901, 6.4669995 // 287, 0.207, 0.000, 3516, 919, 37, 2084284, 26.964357, 5.7480626 // 288, 0.207, 0.000, 3516, 919, 35, 2093545, 26.209902, 5.372785 // 289, 0.207, 0.000, 3516, 919, 27, 2102458, 26.182178, 5.1035304 // 290, 0.207, 0.000, 3519, 916, 37, 2111960, 27.51287, 5.6959553 // 291, 0.205, 0.000, 3524, 911, 37, 2122098, 30.556437, 6.5240784 // 292, 0.205, 0.000, 3524, 911, 37, 2132754, 34.30297, 5.2325325 // 293, 0.205, 0.000, 3525, 910, 37, 2144225, 35.257427, 4.815505 // 294, 0.205, 0.000, 3525, 910, 31, 2154738, 35.558414, 4.8796554 // 295, 0.205, 0.000, 3525, 910, 29, 2165571, 35.368317, 4.76985 // 296, 0.205, 0.000, 3525, 910, 25, 2176105, 34.346535, 5.5772386 // 297, 0.205, 0.000, 3526, 909, 35, 2186706, 34.49703, 5.133912 // 298, 0.205, 0.000, 3526, 909, 35, 2197260, 34.295048, 5.2793427 // 299, 0.205, 0.000, 3526, 909, 33, 2207955, 35.1802, 4.697294 // Population size mean, std dev //35.1802, 4.697294 // Finished Evolution. 2207secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 4--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.372, 0.000, 2783, 1652, 7, 948, 1.252, 0.934075 // 1, 0.366, 0.000, 2811, 1624, 7, 4554, 1.2871287, 1.0562087 // 2, 0.353, 0.000, 2871, 1564, 5, 8373, 1.7287129, 1.663727 // 3, 0.350, 0.000, 2882, 1553, 7, 12401, 2.8653464, 2.3203123 // 4, 0.322, 0.000, 3006, 1429, 12, 16745, 4.732673, 2.306646 // 5, 0.322, 0.000, 3006, 1429, 12, 21276, 5.756436, 1.7816665 // 6, 0.322, 0.000, 3006, 1429, 12, 26026, 5.79802, 1.841973 // 7, 0.292, 0.000, 3140, 1295, 12, 30836, 6.3247523, 2.4246023 // 8, 0.292, 0.000, 3140, 1295, 12, 36086, 7.835644, 3.203141 // 9, 0.252, 0.000, 3318, 1117, 12, 41782, 10.590099, 2.7611675 // 10, 0.252, 0.000, 3318, 1117, 12, 47689, 11.534654, 2.1943426 // 11, 0.252, 0.000, 3318, 1117, 12, 53893, 11.524753, 2.1461174 // 12, 0.249, 0.000, 3329, 1106, 12, 59768, 11.211882, 2.2787554 // 13, 0.249, 0.000, 3329, 1106, 12, 65818, 11.287128, 2.2202368 // 14, 0.249, 0.000, 3329, 1106, 12, 72184, 11.269307, 2.4346406 // 15, 0.228, 0.000, 3424, 1011, 12, 78425, 11.471287, 2.3913367 // 16, 0.228, 0.000, 3424, 1011, 12, 84893, 11.809901, 2.6542501 // 17, 0.228, 0.000, 3424, 1011, 12, 91197, 12.413861, 2.5987427 // 18, 0.228, 0.000, 3424, 1011, 12, 97759, 12.825743, 2.42702 // 19, 0.228, 0.000, 3425, 1010, 12, 104203, 12.607921, 2.6176744 // 20, 0.228, 0.000, 3425, 1010, 12, 110538, 12.059406, 2.5955849 // 21, 0.228, 0.000, 3425, 1010, 12, 116601, 11.673267, 2.4247463 // 22, 0.228, 0.000, 3425, 1010, 12, 122955, 11.659406, 2.1133318 // 23, 0.228, 0.000, 3425, 1010, 12, 129250, 11.520792, 2.4381573 // 24, 0.228, 0.000, 3425, 1010, 12, 135430, 11.522772, 2.3445702 // 25, 0.228, 0.000, 3425, 1010, 12, 141727, 11.287128, 2.6089613 // 26, 0.227, 0.000, 3427, 1008, 14, 147975, 11.79406, 2.6657288 // 27, 0.227, 0.000, 3427, 1008, 14, 154696, 12.819802, 2.7194178 // 28, 0.227, 0.000, 3427, 1008, 14, 161362, 14.09703, 2.867451 // 29, 0.227, 0.000, 3427, 1008, 12, 168725, 15.407921, 2.9757986 // 30, 0.227, 0.000, 3427, 1008, 12, 175934, 16.09307, 2.9310987 // 31, 0.227, 0.000, 3427, 1008, 12, 183098, 15.914851, 3.7699564 // 32, 0.227, 0.000, 3427, 1008, 12, 190134, 15.221782, 3.3676293 // 33, 0.227, 0.000, 3427, 1008, 12, 196713, 13.60396, 3.2829585 // 34, 0.227, 0.000, 3427, 1008, 12, 203224, 13.394059, 3.258679 // 35, 0.227, 0.000, 3427, 1008, 12, 209945, 13.645545, 3.1727648 // 36, 0.227, 0.000, 3427, 1008, 12, 216668, 14.459406, 3.1851823 // 37, 0.227, 0.000, 3427, 1008, 12, 223742, 15.346535, 3.0149317 // 38, 0.227, 0.000, 3427, 1008, 12, 230968, 16.219803, 3.259896 // 39, 0.227, 0.000, 3427, 1008, 12, 238363, 17.376238, 3.2689688 // 40, 0.227, 0.000, 3427, 1008, 12, 246000, 18.083168, 3.9105093 // 41, 0.227, 0.000, 3427, 1008, 12, 253546, 19.09109, 3.5787604 // 42, 0.227, 0.000, 3427, 1008, 12, 261536, 19.388119, 4.348195 // 43, 0.227, 0.000, 3427, 1008, 12, 269613, 20.730694, 3.8843095 // 44, 0.227, 0.000, 3427, 1008, 12, 278048, 21.926733, 3.6452284 // 45, 0.227, 0.000, 3427, 1008, 12, 286490, 22.70297, 4.362181 // 46, 0.227, 0.000, 3427, 1008, 12, 295146, 23.51485, 4.991509 // 47, 0.227, 0.000, 3427, 1008, 12, 304005, 25.489109, 4.358255 // 48, 0.227, 0.000, 3427, 1008, 12, 313095, 26.673267, 4.1288824 // 49, 0.227, 0.000, 3427, 1008, 12, 322330, 27.481188, 4.034519 // 50, 0.227, 0.000, 3427, 1008, 12, 331508, 27.827723, 5.053776 // 51, 0.227, 0.000, 3427, 1008, 12, 340781, 28.853466, 4.186997 // 52, 0.227, 0.000, 3427, 1008, 12, 350027, 29.659407, 4.1399765 // 53, 0.227, 0.000, 3427, 1008, 12, 359724, 30.70693, 4.2781124 // 54, 0.227, 0.000, 3427, 1008, 12, 369259, 31.29703, 4.8255644 // 55, 0.225, 0.000, 3438, 997, 34, 378687, 32.40198, 4.236882 // 56, 0.225, 0.000, 3438, 997, 34, 388605, 33.045544, 3.7230804 // 57, 0.225, 0.000, 3438, 997, 34, 398671, 33.23366, 4.13831 // 58, 0.225, 0.000, 3439, 996, 32, 409425, 33.9703, 4.823319 // 59, 0.225, 0.000, 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3490, 945, 25, 3468298, 143.84555, 13.668723 // 242, 0.213, 0.000, 3490, 945, 25, 3495138, 143.88515, 16.542381 // 243, 0.213, 0.000, 3490, 945, 25, 3521918, 144.52277, 16.607956 // 244, 0.213, 0.000, 3490, 945, 25, 3548506, 146.18019, 15.661894 // 245, 0.213, 0.000, 3490, 945, 25, 3575164, 146.29504, 16.683872 // 246, 0.213, 0.000, 3490, 945, 25, 3602803, 146.16832, 19.20139 // 247, 0.213, 0.000, 3490, 945, 25, 3630884, 148.04753, 17.077888 // 248, 0.213, 0.000, 3490, 945, 25, 3658553, 148.76634, 15.619624 // 249, 0.213, 0.000, 3490, 945, 25, 3686133, 150.10495, 14.068818 // 250, 0.213, 0.000, 3490, 945, 25, 3713498, 148.87723, 19.47735 // 251, 0.213, 0.000, 3490, 945, 25, 3740667, 149.8396, 18.541286 // 252, 0.213, 0.000, 3490, 945, 25, 3769188, 152.21782, 14.532896 // 253, 0.213, 0.000, 3490, 945, 25, 3797451, 152.48712, 17.430666 // 254, 0.213, 0.000, 3490, 945, 25, 3826104, 152.90495, 17.05145 // 255, 0.213, 0.000, 3490, 945, 25, 3854146, 152.97029, 21.38619 // 256, 0.213, 0.000, 3490, 945, 25, 3882317, 154.32277, 20.43492 // 257, 0.213, 0.000, 3490, 945, 25, 3910571, 155.66139, 18.072014 // 258, 0.213, 0.000, 3490, 945, 25, 3938459, 155.45743, 20.964254 // 259, 0.213, 0.000, 3490, 945, 25, 3967136, 156.2198, 20.149635 // 260, 0.213, 0.000, 3490, 945, 25, 3995854, 156.86139, 19.646534 // 261, 0.213, 0.000, 3490, 945, 25, 4024789, 158.15643, 19.584852 // 262, 0.213, 0.000, 3490, 945, 25, 4054000, 159.33069, 19.763594 // 263, 0.213, 0.000, 3490, 945, 25, 4083153, 159.80594, 19.49975 // 264, 0.213, 0.000, 3490, 945, 25, 4112925, 160.64357, 16.642437 // 265, 0.213, 0.000, 3490, 945, 25, 4142245, 160.47525, 21.102337 // 266, 0.213, 0.000, 3490, 945, 25, 4172435, 162.56436, 15.456593 // 267, 0.213, 0.000, 3490, 945, 25, 4202170, 162.4792, 20.112526 // 268, 0.213, 0.000, 3490, 945, 25, 4231609, 163.71288, 20.316057 // 269, 0.213, 0.000, 3490, 945, 25, 4261896, 164.23169, 20.807056 // 270, 0.213, 0.000, 3490, 945, 25, 4292141, 165.64159, 17.400217 // 271, 0.213, 0.000, 3490, 945, 25, 4322058, 165.91682, 20.9853 // 272, 0.213, 0.000, 3490, 945, 25, 4352338, 166.10693, 20.352316 // 273, 0.213, 0.000, 3490, 945, 25, 4383562, 168.45346, 16.118155 // 274, 0.213, 0.000, 3490, 945, 25, 4414294, 167.84158, 21.963926 // 275, 0.213, 0.000, 3490, 945, 25, 4445065, 169.81386, 18.856262 // 276, 0.213, 0.000, 3490, 945, 25, 4475694, 170.26337, 19.096844 // 277, 0.213, 0.000, 3490, 945, 25, 4506986, 171.11089, 21.832415 // 278, 0.213, 0.000, 3490, 945, 25, 4537815, 172.63367, 18.976086 // 279, 0.213, 0.000, 3490, 945, 25, 4568769, 172.65941, 21.131979 // 280, 0.213, 0.000, 3490, 945, 25, 4599210, 173.28317, 21.004744 // 281, 0.213, 0.000, 3490, 945, 25, 4631141, 174.9406, 17.158157 // 282, 0.213, 0.000, 3490, 945, 25, 4661658, 175.45743, 18.817068 // 283, 0.213, 0.000, 3490, 945, 25, 4692153, 174.68317, 24.05016 // 284, 0.213, 0.000, 3490, 945, 25, 4722708, 176.32475, 20.363207 // 285, 0.213, 0.000, 3490, 945, 25, 4753954, 177.20792, 18.88126 // 286, 0.213, 0.000, 3490, 945, 25, 4785713, 178.301, 18.942501 // 287, 0.213, 0.000, 3490, 945, 25, 4817207, 179.69109, 16.602428 // 288, 0.213, 0.000, 3490, 945, 25, 4849919, 179.51683, 19.784483 // 289, 0.213, 0.000, 3490, 945, 25, 4881341, 179.69307, 21.137432 // 290, 0.213, 0.000, 3490, 945, 25, 4912414, 180.1188, 20.573467 // 291, 0.213, 0.000, 3490, 945, 25, 4945299, 181.72673, 18.806684 // 292, 0.213, 0.000, 3490, 945, 25, 4977499, 181.45544, 23.865427 // 293, 0.213, 0.000, 3490, 945, 25, 5009486, 181.95842, 24.34044 // 294, 0.213, 0.000, 3490, 945, 25, 5042340, 183.26733, 23.767017 // 295, 0.213, 0.000, 3490, 945, 25, 5075933, 185.12871, 20.61695 // 296, 0.213, 0.000, 3490, 945, 25, 5109164, 185.38217, 24.160515 // 297, 0.213, 0.000, 3490, 945, 25, 5142367, 187.36832, 20.529703 // 298, 0.213, 0.000, 3490, 945, 25, 5176018, 187.99208, 21.273516 // 299, 0.213, 0.000, 3490, 945, 25, 5210322, 189.51683, 20.609274 // Population size mean, std dev //189.51683, 20.609274 // Finished Evolution. 5210secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 5--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.356, 0.000, 2855, 1580, 5, 1125, 1.25, 0.89861 // 1, 0.356, 0.000, 2855, 1580, 5, 4566, 1.2613862, 0.83665645 // 2, 0.356, 0.000, 2855, 1580, 5, 8042, 1.2811881, 0.84674245 // 3, 0.356, 0.000, 2855, 1580, 5, 11743, 1.6514852, 1.2353387 // 4, 0.347, 0.000, 2896, 1539, 5, 15528, 2.5425742, 1.508612 // 5, 0.347, 0.000, 2896, 1539, 5, 19518, 3.8415842, 1.3477713 // 6, 0.313, 0.000, 3048, 1387, 8, 23666, 4.740594, 0.8754271 // 7, 0.313, 0.000, 3048, 1387, 8, 28143, 4.986139, 0.8288157 // 8, 0.313, 0.000, 3048, 1387, 8, 32447, 5.031683, 0.9723856 // 9, 0.313, 0.000, 3048, 1387, 8, 36788, 5.170297, 1.1287026 // 10, 0.313, 0.000, 3048, 1387, 8, 41506, 5.469307, 1.2987231 // 11, 0.313, 0.000, 3048, 1387, 8, 46454, 5.79802, 1.5099652 // 12, 0.288, 0.000, 3159, 1276, 8, 51237, 5.9168315, 1.5315216 // 13, 0.287, 0.000, 3160, 1275, 8, 56207, 6.4475245, 1.612366 // 14, 0.287, 0.000, 3160, 1275, 8, 61357, 7.031683, 1.5060899 // 15, 0.287, 0.000, 3160, 1275, 8, 66573, 7.459406, 1.5034077 // 16, 0.285, 0.000, 3171, 1264, 10, 71772, 7.788119, 1.6735135 // 17, 0.285, 0.000, 3171, 1264, 10, 77151, 8.007921, 1.6909574 // 18, 0.274, 0.000, 3220, 1215, 10, 82665, 8.358416, 1.6507592 // 19, 0.274, 0.000, 3220, 1215, 10, 88500, 8.609901, 1.5884155 // 20, 0.274, 0.000, 3220, 1215, 10, 94293, 8.857426, 1.5400511 // 21, 0.274, 0.000, 3220, 1215, 10, 100240, 9.20594, 1.4257786 // 22, 0.273, 0.000, 3225, 1210, 10, 106088, 9.423762, 1.3638296 // 23, 0.273, 0.000, 3225, 1210, 10, 112015, 9.530693, 1.3093544 // 24, 0.273, 0.000, 3225, 1210, 10, 118001, 9.425742, 1.4429563 // 25, 0.273, 0.000, 3225, 1210, 10, 124071, 9.617822, 1.2325937 // 26, 0.273, 0.000, 3225, 1210, 10, 129827, 9.639604, 1.1793705 // 27, 0.273, 0.000, 3225, 1210, 10, 135468, 9.637624, 1.1210734 // 28, 0.273, 0.000, 3226, 1209, 8, 141393, 9.5782175, 1.2098312 // 29, 0.273, 0.000, 3226, 1209, 8, 147495, 9.671288, 1.1409794 // 30, 0.272, 0.000, 3227, 1208, 10, 153423, 9.609901, 1.1433374 // 31, 0.272, 0.000, 3227, 1208, 10, 159353, 9.520792, 1.1169553 // 32, 0.272, 0.000, 3227, 1208, 10, 165199, 9.4, 1.34915 // 33, 0.272, 0.000, 3227, 1208, 10, 171112, 9.40198, 1.3375014 // 34, 0.272, 0.000, 3227, 1208, 10, 176947, 9.370297, 1.3047898 // 35, 0.270, 0.000, 3237, 1198, 10, 182732, 9.562376, 1.2366413 // 36, 0.266, 0.000, 3255, 1180, 10, 188426, 9.433663, 1.3050003 // 37, 0.266, 0.000, 3255, 1180, 10, 194350, 9.534654, 1.3001447 // 38, 0.266, 0.000, 3255, 1180, 10, 200313, 9.59802, 1.2753562 // 39, 0.266, 0.000, 3255, 1180, 10, 206305, 9.639604, 1.2699188 // 40, 0.266, 0.000, 3255, 1180, 10, 212191, 9.655445, 1.2072809 // 41, 0.266, 0.000, 3255, 1180, 10, 218114, 9.518812, 1.1570415 // 42, 0.266, 0.000, 3255, 1180, 10, 224127, 9.641584, 1.1346262 // 43, 0.266, 0.000, 3255, 1180, 10, 230141, 9.643564, 1.1855935 // 44, 0.264, 0.000, 3263, 1172, 12, 236040, 9.639604, 1.1261184 // 45, 0.264, 0.000, 3263, 1172, 12, 242148, 9.695049, 1.3042518 // 46, 0.264, 0.000, 3263, 1172, 12, 247970, 9.623762, 1.3442326 // 47, 0.264, 0.000, 3263, 1172, 12, 253929, 9.653465, 1.2698767 // 48, 0.264, 0.000, 3263, 1172, 12, 259844, 9.881188, 1.2624563 // 49, 0.264, 0.000, 3263, 1172, 12, 265704, 9.9841585, 1.4127238 // 50, 0.264, 0.000, 3263, 1172, 12, 271690, 10.2, 1.5433049 // 51, 0.264, 0.000, 3263, 1172, 12, 277762, 10.372277, 1.7061393 // 52, 0.264, 0.000, 3263, 1172, 12, 283775, 10.617822, 1.7390338 // 53, 0.264, 0.000, 3263, 1172, 12, 289771, 10.59802, 1.8061517 // 54, 0.264, 0.000, 3263, 1172, 12, 295831, 10.978218, 1.6714003 // 55, 0.264, 0.000, 3263, 1172, 12, 301984, 11.209901, 1.5023099 // 56, 0.264, 0.000, 3265, 1170, 12, 308019, 11.352475, 1.4108919 // 57, 0.264, 0.000, 3265, 1170, 12, 314205, 11.370297, 1.4568061 // 58, 0.264, 0.000, 3265, 1170, 12, 320334, 11.449505, 1.5096835 // 59, 0.264, 0.000, 3265, 1170, 12, 326516, 11.582178, 1.4844675 // 60, 0.264, 0.000, 3265, 1170, 12, 332499, 11.746534, 1.4416444 // 61, 0.264, 0.000, 3265, 1170, 12, 338677, 11.811881, 1.475296 // 62, 0.264, 0.000, 3265, 1170, 12, 345080, 11.811881, 1.4926425 // 63, 0.264, 0.000, 3265, 1170, 12, 351195, 11.79406, 1.6617914 // 64, 0.264, 0.000, 3265, 1170, 12, 357572, 11.980198, 1.5969015 // 65, 0.264, 0.000, 3265, 1170, 12, 363819, 11.976237, 1.7290264 // 66, 0.264, 0.000, 3265, 1170, 12, 370058, 12.144554, 1.6924163 // 67, 0.264, 0.000, 3265, 1170, 12, 376580, 12.520792, 1.6386614 // 68, 0.264, 0.000, 3265, 1170, 12, 382885, 12.734653, 1.6841964 // 69, 0.264, 0.000, 3265, 1170, 12, 389425, 12.976237, 1.6612772 // 70, 0.264, 0.000, 3265, 1170, 12, 396157, 13.1405945, 1.743457 // 71, 0.264, 0.000, 3265, 1170, 12, 402691, 13.2970295, 1.7471071 // 72, 0.264, 0.000, 3265, 1170, 12, 409376, 13.570297, 1.6493305 // 73, 0.264, 0.000, 3265, 1170, 12, 415992, 13.611881, 1.7910273 // 74, 0.264, 0.000, 3266, 1169, 14, 422709, 13.758416, 1.8554276 // 75, 0.264, 0.000, 3266, 1169, 14, 429165, 13.926733, 1.9193048 // 76, 0.264, 0.000, 3266, 1169, 14, 435963, 14.340594, 1.7818753 // 77, 0.264, 0.000, 3266, 1169, 14, 442929, 14.461386, 2.0399492 // 78, 0.264, 0.000, 3266, 1169, 14, 449817, 14.770297, 1.9957153 // 79, 0.264, 0.000, 3266, 1169, 14, 456697, 14.5782175, 2.2308211 // 80, 0.264, 0.000, 3266, 1169, 14, 463782, 14.576238, 2.131943 // 81, 0.264, 0.000, 3266, 1169, 14, 470485, 14.172277, 2.1562748 // 82, 0.263, 0.000, 3268, 1167, 14, 477166, 13.988119, 1.9396449 // 83, 0.263, 0.000, 3268, 1167, 14, 483989, 13.768317, 1.8636088 // 84, 0.263, 0.000, 3268, 1167, 14, 490588, 13.706931, 1.7714015 // 85, 0.263, 0.000, 3268, 1167, 14, 497133, 13.544555, 1.7515165 // 86, 0.263, 0.000, 3268, 1167, 14, 503607, 13.560396, 1.7017223 // 87, 0.263, 0.000, 3268, 1167, 14, 510276, 13.526732, 1.606851 // 88, 0.263, 0.000, 3268, 1167, 14, 516730, 13.584158, 1.510805 // 89, 0.263, 0.000, 3268, 1167, 14, 523313, 13.30297, 1.7157689 // 90, 0.263, 0.000, 3268, 1167, 14, 529587, 13.277227, 1.783972 // 91, 0.263, 0.000, 3268, 1167, 14, 536048, 13.342574, 1.6153607 // 92, 0.263, 0.000, 3268, 1167, 14, 542761, 13.495049, 1.4059516 // 93, 0.263, 0.000, 3268, 1167, 14, 549257, 13.544555, 1.4673 // 94, 0.263, 0.000, 3268, 1167, 14, 555599, 13.437624, 1.5209967 // 95, 0.263, 0.000, 3269, 1166, 14, 561927, 13.564357, 1.431021 // 96, 0.263, 0.000, 3269, 1166, 14, 568342, 13.342574, 1.6360661 // 97, 0.263, 0.000, 3269, 1166, 14, 574784, 13.417822, 1.5304426 // 98, 0.263, 0.000, 3269, 1166, 14, 581184, 13.368317, 1.5654026 // 99, 0.263, 0.000, 3269, 1166, 14, 587589, 13.560396, 1.3904988 // 100, 0.263, 0.000, 3269, 1166, 14, 594156, 13.542574, 1.5073013 // 101, 0.263, 0.000, 3269, 1166, 14, 600733, 13.508911, 1.5390675 // 102, 0.263, 0.000, 3269, 1166, 14, 607153, 13.584158, 1.5264543 // 103, 0.263, 0.000, 3269, 1166, 14, 613431, 13.574258, 1.5590391 // 104, 0.263, 0.000, 3269, 1166, 14, 620105, 13.558415, 1.4257438 // 105, 0.263, 0.000, 3269, 1166, 14, 626763, 13.483169, 1.5234826 // 106, 0.263, 0.000, 3269, 1166, 14, 633140, 13.473268, 1.6154457 // 107, 0.263, 0.000, 3269, 1166, 14, 639672, 13.556436, 1.5329033 // 108, 0.263, 0.000, 3269, 1166, 14, 646104, 13.40396, 1.615271 // 109, 0.263, 0.000, 3269, 1166, 14, 652637, 13.453465, 1.5777913 // 110, 0.263, 0.000, 3269, 1166, 14, 659032, 13.479208, 1.5415292 // 111, 0.263, 0.000, 3269, 1166, 14, 665428, 13.374257, 1.5248891 // 112, 0.263, 0.000, 3269, 1166, 14, 671847, 13.407921, 1.6827416 // 113, 0.263, 0.000, 3269, 1166, 14, 678500, 13.526732, 1.4569004 // 114, 0.263, 0.000, 3269, 1166, 14, 684931, 13.233664, 1.792407 // 115, 0.263, 0.000, 3269, 1166, 14, 691375, 13.516831, 1.4309943 // 116, 0.263, 0.000, 3269, 1166, 14, 697688, 13.455445, 1.5046113 // 117, 0.263, 0.000, 3269, 1166, 14, 704064, 13.461386, 1.4647708 // 118, 0.263, 0.000, 3269, 1166, 14, 710813, 13.528713, 1.4182916 // 119, 0.263, 0.000, 3269, 1166, 14, 717306, 13.497029, 1.5105273 // 120, 0.263, 0.000, 3269, 1166, 14, 723899, 13.441585, 1.4681578 // 121, 0.263, 0.000, 3269, 1166, 14, 730531, 13.483169, 1.5273737 // 122, 0.263, 0.000, 3269, 1166, 14, 737204, 13.39604, 1.4910878 // 123, 0.263, 0.000, 3269, 1166, 14, 743861, 13.572277, 1.3212714 // 124, 0.263, 0.000, 3269, 1166, 14, 750514, 13.49901, 1.448966 // 125, 0.263, 0.000, 3269, 1166, 14, 757014, 13.461386, 1.4755442 // 126, 0.263, 0.000, 3269, 1166, 14, 763451, 13.4, 1.543567 // 127, 0.263, 0.000, 3269, 1166, 14, 769998, 13.502971, 1.5313497 // 128, 0.263, 0.000, 3269, 1166, 14, 776490, 13.574258, 1.3581116 // 129, 0.263, 0.000, 3269, 1166, 14, 782938, 13.439604, 1.4653801 // 130, 0.263, 0.000, 3269, 1166, 14, 789244, 13.5366335, 1.2924553 // 131, 0.263, 0.000, 3269, 1166, 14, 795563, 13.405941, 1.6043136 // 132, 0.263, 0.000, 3269, 1166, 14, 802085, 13.411881, 1.6157149 // 133, 0.263, 0.000, 3269, 1166, 14, 808650, 13.491089, 1.4598352 // 134, 0.263, 0.000, 3269, 1166, 14, 815128, 13.504951, 1.4199688 // 135, 0.263, 0.000, 3270, 1165, 14, 821509, 13.447525, 1.4287426 // 136, 0.263, 0.000, 3270, 1165, 14, 828024, 13.368317, 1.5654026 // 137, 0.263, 0.000, 3270, 1165, 14, 834409, 13.370297, 1.591906 // 138, 0.263, 0.000, 3270, 1165, 14, 840800, 13.473268, 1.4113297 // 139, 0.263, 0.000, 3270, 1165, 14, 847153, 13.40198, 1.5462484 // 140, 0.263, 0.000, 3270, 1165, 14, 853690, 13.475247, 1.3423355 // 141, 0.263, 0.000, 3270, 1165, 14, 860075, 13.455445, 1.4927192 // 142, 0.263, 0.000, 3270, 1165, 14, 866484, 13.4217825, 1.5006001 // 143, 0.263, 0.000, 3270, 1165, 14, 872917, 13.453465, 1.4846783 // 144, 0.263, 0.000, 3270, 1165, 14, 879398, 13.3386135, 1.6332563 // 145, 0.263, 0.000, 3270, 1165, 14, 885823, 13.483169, 1.4826418 // 146, 0.263, 0.000, 3270, 1165, 14, 892454, 13.485148, 1.4420413 // 147, 0.263, 0.000, 3270, 1165, 14, 898983, 13.467327, 1.5232221 // 148, 0.263, 0.000, 3270, 1165, 14, 905393, 13.461386, 1.5021448 // 149, 0.263, 0.000, 3270, 1165, 14, 911893, 13.431684, 1.575735 // 150, 0.263, 0.000, 3270, 1165, 14, 918500, 13.502971, 1.517059 // 151, 0.263, 0.000, 3270, 1165, 14, 924819, 13.508911, 1.3960404 // 152, 0.263, 0.000, 3270, 1165, 14, 931394, 13.477228, 1.4932046 // 153, 0.263, 0.000, 3270, 1165, 14, 937887, 13.407921, 1.5669663 // 154, 0.263, 0.000, 3270, 1165, 14, 944242, 13.461386, 1.5282825 // 155, 0.263, 0.000, 3270, 1165, 14, 950679, 13.40198, 1.4954664 // 156, 0.263, 0.000, 3270, 1165, 14, 957006, 13.283169, 1.691271 // 157, 0.263, 0.000, 3270, 1165, 14, 963640, 13.29505, 1.6596782 // 158, 0.263, 0.000, 3270, 1165, 14, 970062, 13.481188, 1.4364913 // 159, 0.263, 0.000, 3270, 1165, 14, 976609, 13.445544, 1.5213076 // 160, 0.263, 0.000, 3270, 1165, 14, 983065, 13.558415, 1.4368099 // 161, 0.263, 0.000, 3270, 1165, 14, 989403, 13.40396, 1.638396 // 162, 0.263, 0.000, 3270, 1165, 14, 995920, 13.465346, 1.5075039 // 163, 0.263, 0.000, 3270, 1165, 14, 1002464, 13.510891, 1.4407021 // 164, 0.263, 0.000, 3270, 1165, 14, 1008926, 13.477228, 1.5220997 // 165, 0.263, 0.000, 3270, 1165, 14, 1015683, 13.419802, 1.5175568 // 166, 0.263, 0.000, 3270, 1165, 14, 1022071, 13.487128, 1.3395534 // 167, 0.263, 0.000, 3270, 1165, 14, 1028317, 13.449505, 1.561269 // 168, 0.263, 0.000, 3270, 1165, 14, 1034614, 13.469307, 1.5010067 // 169, 0.263, 0.000, 3270, 1165, 14, 1040837, 13.447525, 1.4737697 // 170, 0.263, 0.000, 3270, 1165, 14, 1047042, 13.374257, 1.6144583 // 171, 0.263, 0.000, 3270, 1165, 14, 1053547, 13.435643, 1.4584444 // 172, 0.263, 0.000, 3270, 1165, 14, 1059925, 13.562376, 1.2398391 // 173, 0.263, 0.000, 3270, 1165, 14, 1066375, 13.431684, 1.5807527 // 174, 0.263, 0.000, 3270, 1165, 14, 1072999, 13.485148, 1.4475226 // 175, 0.263, 0.000, 3270, 1165, 14, 1079373, 13.485148, 1.467903 // 176, 0.263, 0.000, 3270, 1165, 14, 1085817, 13.451485, 1.4859521 // 177, 0.263, 0.000, 3270, 1165, 14, 1092379, 13.453465, 1.4399923 // 178, 0.263, 0.000, 3270, 1165, 14, 1098903, 13.538614, 1.3827021 // 179, 0.263, 0.000, 3270, 1165, 14, 1105153, 13.49307, 1.4946908 // 180, 0.263, 0.000, 3270, 1165, 14, 1111483, 13.4217825, 1.589047 // 181, 0.263, 0.000, 3270, 1165, 14, 1117869, 13.370297, 1.5075747 // 182, 0.263, 0.000, 3270, 1165, 14, 1124339, 13.4217825, 1.5639251 // 183, 0.263, 0.000, 3270, 1165, 14, 1130821, 13.427723, 1.609138 // 184, 0.263, 0.000, 3270, 1165, 14, 1137502, 13.423762, 1.532047 // 185, 0.263, 0.000, 3270, 1165, 14, 1143877, 13.477228, 1.4650937 // 186, 0.263, 0.000, 3270, 1165, 14, 1150301, 13.522772, 1.32156 // 187, 0.263, 0.000, 3270, 1165, 14, 1156701, 13.441585, 1.5886484 // 188, 0.263, 0.000, 3270, 1165, 14, 1163143, 13.419802, 1.6524823 // 189, 0.263, 0.000, 3270, 1165, 14, 1169567, 13.320792, 1.6839517 // 190, 0.263, 0.000, 3270, 1165, 14, 1176012, 13.445544, 1.4990181 // 191, 0.263, 0.000, 3270, 1165, 14, 1182499, 13.471287, 1.437707 // 192, 0.263, 0.000, 3270, 1165, 14, 1188718, 13.390099, 1.48401 // 193, 0.263, 0.000, 3270, 1165, 14, 1195250, 13.489109, 1.4826933 // 194, 0.263, 0.000, 3270, 1165, 14, 1201885, 13.550495, 1.3908883 // 195, 0.263, 0.000, 3270, 1165, 14, 1208506, 13.40396, 1.5768095 // 196, 0.263, 0.000, 3270, 1165, 14, 1214885, 13.582178, 1.3488842 // 197, 0.263, 0.000, 3270, 1165, 14, 1221415, 13.508911, 1.4324437 // 198, 0.263, 0.000, 3270, 1165, 14, 1227727, 13.574258, 1.3983393 // 199, 0.263, 0.000, 3270, 1165, 14, 1234052, 13.540594, 1.3855133 // 200, 0.263, 0.000, 3270, 1165, 14, 1240555, 13.441585, 1.4450486 // 201, 0.263, 0.000, 3270, 1165, 14, 1246847, 13.4217825, 1.497959 // 202, 0.263, 0.000, 3270, 1165, 14, 1253337, 13.479208, 1.5466579 // 203, 0.263, 0.000, 3270, 1165, 14, 1259808, 13.394059, 1.4271665 // 204, 0.263, 0.000, 3270, 1165, 14, 1266425, 13.50099, 1.4557844 // 205, 0.263, 0.000, 3270, 1165, 14, 1272821, 13.510891, 1.5569677 // 206, 0.263, 0.000, 3270, 1165, 14, 1279433, 13.584158, 1.2623112 // 207, 0.263, 0.000, 3270, 1165, 14, 1285929, 13.582178, 1.3101611 // 208, 0.263, 0.000, 3270, 1165, 14, 1292426, 13.461386, 1.459349 // 209, 0.263, 0.000, 3270, 1165, 14, 1298893, 13.538614, 1.4333277 // 210, 0.263, 0.000, 3270, 1165, 14, 1305479, 13.512872, 1.436555 // 211, 0.263, 0.000, 3270, 1165, 14, 1311988, 13.372277, 1.6566783 // 212, 0.263, 0.000, 3270, 1165, 14, 1318352, 13.528713, 1.4824566 // 213, 0.263, 0.000, 3270, 1165, 14, 1324949, 13.564357, 1.4516331 // 214, 0.263, 0.000, 3270, 1165, 14, 1331599, 13.526732, 1.4336097 // 215, 0.263, 0.000, 3270, 1165, 14, 1338220, 13.346535, 1.6424794 // 216, 0.263, 0.000, 3270, 1165, 14, 1344581, 13.431684, 1.5324155 // 217, 0.263, 0.000, 3270, 1165, 14, 1351158, 13.552475, 1.4301357 // 218, 0.263, 0.000, 3270, 1165, 14, 1357537, 13.372277, 1.6143024 // 219, 0.263, 0.000, 3270, 1165, 14, 1364148, 13.520792, 1.3140801 // 220, 0.263, 0.000, 3270, 1165, 14, 1370636, 13.479208, 1.3730344 // 221, 0.263, 0.000, 3270, 1165, 14, 1377230, 13.435643, 1.5480188 // 222, 0.263, 0.000, 3270, 1165, 14, 1383593, 13.461386, 1.4620599 // 223, 0.263, 0.000, 3270, 1165, 14, 1390127, 13.50693, 1.5897142 // 224, 0.263, 0.000, 3270, 1165, 14, 1396420, 13.346535, 1.4841437 // 225, 0.263, 0.000, 3270, 1165, 14, 1402992, 13.564357, 1.3831766 // 226, 0.263, 0.000, 3270, 1165, 14, 1409465, 13.532673, 1.4182109 // 227, 0.263, 0.000, 3270, 1165, 14, 1416099, 13.49307, 1.4073509 // 228, 0.263, 0.000, 3270, 1165, 14, 1422758, 13.4217825, 1.4779983 // 229, 0.263, 0.000, 3270, 1165, 14, 1429217, 13.437624, 1.5797534 // 230, 0.263, 0.000, 3270, 1165, 14, 1435616, 13.518812, 1.414262 // 231, 0.263, 0.000, 3270, 1165, 14, 1442060, 13.413861, 1.5353948 // 232, 0.263, 0.000, 3270, 1165, 14, 1448606, 13.411881, 1.4960835 // 233, 0.263, 0.000, 3270, 1165, 14, 1454999, 13.564357, 1.342489 // 234, 0.263, 0.000, 3270, 1165, 14, 1461485, 13.445544, 1.5069216 // 235, 0.263, 0.000, 3270, 1165, 14, 1467983, 13.437624, 1.4920801 // 236, 0.263, 0.000, 3270, 1165, 14, 1474445, 13.546535, 1.4122269 // 237, 0.263, 0.000, 3270, 1165, 14, 1480892, 13.417822, 1.508283 // 238, 0.263, 0.000, 3270, 1165, 14, 1487311, 13.534654, 1.3813772 // 239, 0.263, 0.000, 3270, 1165, 14, 1493883, 13.518812, 1.3365142 // 240, 0.263, 0.000, 3270, 1165, 14, 1500233, 13.479208, 1.4985344 // 241, 0.263, 0.000, 3270, 1165, 14, 1506746, 13.437624, 1.5582951 // 242, 0.263, 0.000, 3270, 1165, 14, 1513254, 13.491089, 1.4338332 // 243, 0.263, 0.000, 3270, 1165, 14, 1519700, 13.3801985, 1.5864521 // 244, 0.263, 0.000, 3270, 1165, 14, 1526236, 13.413861, 1.5172299 // 245, 0.263, 0.000, 3270, 1165, 14, 1532868, 13.504951, 1.4907244 // 246, 0.263, 0.000, 3270, 1165, 14, 1539276, 13.443564, 1.4492292 // 247, 0.263, 0.000, 3270, 1165, 14, 1545748, 13.427723, 1.4756167 // 248, 0.263, 0.000, 3270, 1165, 14, 1552302, 13.469307, 1.4459089 // 249, 0.263, 0.000, 3270, 1165, 14, 1558806, 13.586139, 1.2223192 // 250, 0.263, 0.000, 3270, 1165, 14, 1565283, 13.5782175, 1.2844555 // 251, 0.263, 0.000, 3270, 1165, 14, 1571632, 13.497029, 1.4073726 // 252, 0.263, 0.000, 3270, 1165, 14, 1578196, 13.574258, 1.3493366 // 253, 0.263, 0.000, 3270, 1165, 14, 1584578, 13.473268, 1.4663794 // 254, 0.263, 0.000, 3270, 1165, 14, 1591078, 13.334654, 1.6688422 // 255, 0.263, 0.000, 3270, 1165, 14, 1597520, 13.502971, 1.4652708 // 256, 0.263, 0.000, 3270, 1165, 14, 1603945, 13.514852, 1.3571507 // 257, 0.263, 0.000, 3270, 1165, 14, 1610720, 13.394059, 1.496257 // 258, 0.263, 0.000, 3270, 1165, 14, 1617383, 13.538614, 1.3537565 // 259, 0.263, 0.000, 3270, 1165, 14, 1623779, 13.584158, 1.2917703 // 260, 0.263, 0.000, 3270, 1165, 14, 1630345, 13.639604, 1.1860664 // 261, 0.263, 0.000, 3270, 1165, 14, 1636790, 13.419802, 1.5789466 // 262, 0.263, 0.000, 3270, 1165, 14, 1643418, 13.419802, 1.622251 // 263, 0.263, 0.000, 3270, 1165, 14, 1649921, 13.631683, 1.2566595 // 264, 0.263, 0.000, 3270, 1165, 14, 1656317, 13.528713, 1.4891217 // 265, 0.263, 0.000, 3270, 1165, 14, 1662771, 13.4633665, 1.5373712 // 266, 0.263, 0.000, 3270, 1165, 14, 1669526, 13.425742, 1.5398802 // 267, 0.263, 0.000, 3270, 1165, 14, 1676111, 13.471287, 1.4000242 // 268, 0.263, 0.000, 3270, 1165, 14, 1682715, 13.479208, 1.3816589 // 269, 0.263, 0.000, 3270, 1165, 14, 1689383, 13.372277, 1.6081562 // 270, 0.263, 0.000, 3270, 1165, 14, 1695822, 13.49901, 1.3307133 // 271, 0.263, 0.000, 3270, 1165, 14, 1702448, 13.443564, 1.5002543 // 272, 0.263, 0.000, 3270, 1165, 14, 1708891, 13.407921, 1.6031957 // 273, 0.263, 0.000, 3270, 1165, 14, 1715271, 13.411881, 1.5301086 // 274, 0.263, 0.000, 3270, 1165, 14, 1721659, 13.405941, 1.5477724 // 275, 0.263, 0.000, 3270, 1165, 14, 1728491, 13.435643, 1.4625086 // 276, 0.263, 0.000, 3270, 1165, 14, 1735050, 13.370297, 1.5806707 // 277, 0.263, 0.000, 3270, 1165, 14, 1741554, 13.409901, 1.563286 // 278, 0.263, 0.000, 3270, 1165, 14, 1748030, 13.487128, 1.4254869 // 279, 0.263, 0.000, 3270, 1165, 14, 1754504, 13.439604, 1.492162 // 280, 0.263, 0.000, 3270, 1165, 14, 1761037, 13.49307, 1.4073509 // 281, 0.263, 0.000, 3270, 1165, 14, 1767459, 13.473268, 1.4891576 // 282, 0.263, 0.000, 3270, 1165, 14, 1773812, 13.293069, 1.7455082 // 283, 0.263, 0.000, 3270, 1165, 14, 1780414, 13.453465, 1.4953133 // 284, 0.263, 0.000, 3270, 1165, 14, 1786877, 13.384158, 1.616423 // 285, 0.263, 0.000, 3270, 1165, 14, 1793385, 13.485148, 1.5078276 // 286, 0.263, 0.000, 3270, 1165, 14, 1799668, 13.522772, 1.3349777 // 287, 0.263, 0.000, 3270, 1165, 14, 1806126, 13.469307, 1.5075898 // 288, 0.263, 0.000, 3270, 1165, 14, 1812599, 13.538614, 1.4360875 // 289, 0.263, 0.000, 3270, 1165, 14, 1819405, 13.504951, 1.4489608 // 290, 0.263, 0.000, 3270, 1165, 14, 1825829, 13.445544, 1.5419943 // 291, 0.263, 0.000, 3270, 1165, 14, 1832249, 13.572277, 1.3538411 // 292, 0.263, 0.000, 3270, 1165, 14, 1838801, 13.447525, 1.5043577 // 293, 0.263, 0.000, 3270, 1165, 14, 1845311, 13.40396, 1.527044 // 294, 0.263, 0.000, 3270, 1165, 14, 1851739, 13.3801985, 1.464427 // 295, 0.263, 0.000, 3270, 1165, 14, 1858254, 13.346535, 1.6364391 // 296, 0.263, 0.000, 3270, 1165, 14, 1864869, 13.356436, 1.6803097 // 297, 0.263, 0.000, 3270, 1165, 14, 1871311, 13.469307, 1.4690045 // 298, 0.263, 0.000, 3270, 1165, 14, 1877863, 13.382178, 1.5828508 // 299, 0.263, 0.000, 3270, 1165, 14, 1884392, 13.467327, 1.5219244 // Population size mean, std dev //13.467327, 1.5219244 // Finished Evolution. 1884secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 6--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.365, 0.000, 2815, 1620, 6, 1111, 1.222, 0.8675921 // 1, 0.365, 0.000, 2815, 1620, 6, 4739, 1.3227723, 1.1709251 // 2, 0.297, 0.000, 3118, 1317, 9, 8703, 1.8970298, 2.0278485 // 3, 0.297, 0.000, 3118, 1317, 9, 12896, 3.3366337, 2.7749846 // 4, 0.297, 0.000, 3118, 1317, 9, 17699, 5.2950497, 2.4756382 // 5, 0.291, 0.000, 3143, 1292, 9, 22867, 6.578218, 2.0658264 // 6, 0.291, 0.000, 3143, 1292, 9, 28233, 7.8712873, 1.9338729 // 7, 0.285, 0.000, 3169, 1266, 11, 33715, 8.542574, 1.6089696 // 8, 0.281, 0.000, 3190, 1245, 9, 39071, 8.825743, 1.4396532 // 9, 0.281, 0.000, 3190, 1245, 9, 44680, 8.970297, 1.6629664 // 10, 0.279, 0.000, 3198, 1237, 10, 50311, 9.011881, 1.7899237 // 11, 0.279, 0.000, 3198, 1237, 10, 55851, 8.833663, 1.5883434 // 12, 0.279, 0.000, 3198, 1237, 10, 61397, 8.803961, 1.5192425 // 13, 0.279, 0.000, 3198, 1237, 10, 66805, 8.70495, 1.6283605 // 14, 0.279, 0.000, 3198, 1237, 10, 72303, 8.974257, 1.4034342 // 15, 0.279, 0.000, 3198, 1237, 10, 77679, 9.067327, 1.6153442 // 16, 0.279, 0.000, 3198, 1237, 10, 83403, 9.550495, 1.8513894 // 17, 0.279, 0.000, 3198, 1237, 10, 89147, 9.89901, 1.7336798 // 18, 0.279, 0.000, 3198, 1237, 10, 94997, 10.180198, 1.9235911 // 19, 0.278, 0.000, 3200, 1235, 10, 100969, 10.441585, 1.9733484 // 20, 0.274, 0.000, 3220, 1215, 11, 106976, 10.819802, 2.2073684 // 21, 0.274, 0.000, 3220, 1215, 11, 113135, 11.019802, 2.2967055 // 22, 0.274, 0.000, 3220, 1215, 11, 119175, 10.976237, 2.4997895 // 23, 0.274, 0.000, 3220, 1215, 11, 125109, 11.213861, 2.4336345 // 24, 0.274, 0.000, 3220, 1215, 9, 131398, 11.366337, 2.5388942 // 25, 0.274, 0.000, 3220, 1215, 9, 137473, 11.677228, 2.818042 // 26, 0.274, 0.000, 3220, 1215, 9, 143561, 11.471287, 2.8652363 // 27, 0.274, 0.000, 3220, 1215, 9, 149540, 11.215841, 2.7616456 // 28, 0.274, 0.000, 3220, 1215, 9, 155272, 10.621782, 2.459477 // 29, 0.274, 0.000, 3220, 1215, 9, 160908, 10.457426, 1.9827634 // 30, 0.274, 0.000, 3220, 1215, 9, 166738, 10.528713, 1.6897049 // 31, 0.274, 0.000, 3220, 1215, 9, 172505, 10.978218, 1.6269754 // 32, 0.274, 0.000, 3220, 1215, 9, 178307, 11.475247, 1.8615116 // 33, 0.274, 0.000, 3220, 1215, 9, 184387, 12.225742, 1.8765172 // 34, 0.274, 0.000, 3220, 1215, 9, 190323, 12.916832, 1.9440217 // 35, 0.274, 0.000, 3220, 1215, 9, 196554, 13.629703, 2.3112955 // 36, 0.272, 0.000, 3230, 1205, 15, 203040, 15.009901, 2.4074736 // 37, 0.272, 0.000, 3230, 1205, 11, 209530, 16.146534, 2.636062 // 38, 0.270, 0.000, 3236, 1199, 15, 216534, 17.356436, 2.5093272 // 39, 0.270, 0.000, 3236, 1199, 11, 223461, 17.475248, 3.0029435 // 40, 0.270, 0.000, 3236, 1199, 11, 230149, 15.778218, 3.516059 // 41, 0.269, 0.000, 3240, 1195, 11, 236452, 14.186138, 2.7798808 // 42, 0.269, 0.000, 3240, 1195, 11, 242502, 13.758416, 2.4834168 // 43, 0.269, 0.000, 3240, 1195, 11, 248722, 13.635644, 2.6163828 // 44, 0.269, 0.000, 3240, 1195, 9, 254921, 13.926733, 2.473739 // 45, 0.269, 0.000, 3240, 1195, 9, 261044, 13.471287, 2.8975372 // 46, 0.269, 0.000, 3240, 1195, 9, 267224, 12.651485, 3.080008 // 47, 0.269, 0.000, 3243, 1192, 13, 273256, 11.734653, 2.673094 // 48, 0.269, 0.000, 3243, 1192, 13, 279283, 11.80198, 1.9285247 // 49, 0.269, 0.000, 3243, 1192, 13, 285451, 12.528713, 1.780993 // 50, 0.269, 0.000, 3243, 1192, 13, 291736, 13.09703, 1.881779 // 51, 0.269, 0.000, 3243, 1192, 13, 298035, 13.609901, 1.8065593 // 52, 0.269, 0.000, 3243, 1192, 13, 304150, 13.471287, 2.0880797 // 53, 0.269, 0.000, 3243, 1192, 13, 310560, 13.435643, 1.9990919 // 54, 0.269, 0.000, 3243, 1192, 13, 316772, 13.0574255, 1.8696865 // 55, 0.269, 0.000, 3243, 1192, 13, 322930, 12.960396, 1.9197818 // 56, 0.269, 0.000, 3243, 1192, 13, 329120, 12.683168, 1.7172979 // 57, 0.269, 0.000, 3243, 1192, 13, 335247, 12.588119, 1.505326 // 58, 0.269, 0.000, 3243, 1192, 13, 341458, 12.576238, 1.3059734 // 59, 0.262, 0.000, 3271, 1164, 15, 347536, 12.538614, 1.4915584 // 60, 0.262, 0.000, 3271, 1164, 15, 353684, 12.582178, 1.3562059 // 61, 0.251, 0.000, 3321, 1114, 15, 359982, 12.728713, 1.5694036 // 62, 0.249, 0.000, 3330, 1105, 15, 366210, 12.966336, 1.6759406 // 63, 0.246, 0.000, 3346, 1089, 15, 372647, 13.524753, 1.8390391 // 64, 0.245, 0.000, 3347, 1088, 15, 378863, 14.184158, 1.8064073 // 65, 0.245, 0.000, 3349, 1086, 15, 385181, 14.328712, 1.7785538 // 66, 0.244, 0.000, 3351, 1084, 11, 391540, 14.249505, 1.8187988 // 67, 0.244, 0.000, 3351, 1084, 11, 397591, 14.217822, 1.8679351 // 68, 0.244, 0.000, 3352, 1083, 17, 403707, 14.251485, 1.7044281 // 69, 0.244, 0.000, 3352, 1083, 17, 410230, 14.142574, 1.958851 // 70, 0.244, 0.000, 3352, 1083, 17, 416542, 13.8594055, 2.280795 // 71, 0.244, 0.000, 3352, 1083, 17, 422758, 13.495049, 2.574912 // 72, 0.244, 0.000, 3352, 1083, 17, 428899, 13.023763, 3.11614 // 73, 0.244, 0.000, 3352, 1083, 11, 435050, 13.168317, 3.3391447 // 74, 0.244, 0.000, 3352, 1083, 11, 441566, 14.261386, 3.5352533 // 75, 0.244, 0.000, 3352, 1083, 11, 448230, 15.643564, 2.6913297 // 76, 0.244, 0.000, 3352, 1083, 11, 455016, 16.152475, 2.3602543 // 77, 0.244, 0.000, 3355, 1080, 17, 461788, 16.390099, 2.397254 // 78, 0.244, 0.000, 3355, 1080, 17, 469034, 16.726732, 2.1756094 // 79, 0.244, 0.000, 3355, 1080, 17, 475854, 16.90099, 2.3685536 // 80, 0.244, 0.000, 3355, 1080, 17, 482857, 17.39406, 2.3916397 // 81, 0.244, 0.000, 3355, 1080, 17, 489898, 17.493069, 2.673017 // 82, 0.244, 0.000, 3355, 1080, 17, 497074, 17.516832, 2.3831456 // 83, 0.244, 0.000, 3355, 1080, 17, 503928, 17.285149, 2.494721 // 84, 0.244, 0.000, 3355, 1080, 17, 511097, 16.819801, 2.352419 // 85, 0.244, 0.000, 3355, 1080, 15, 518131, 16.586138, 2.2349691 // 86, 0.244, 0.000, 3355, 1080, 15, 524936, 16.663366, 1.9954247 // 87, 0.244, 0.000, 3355, 1080, 15, 531765, 16.679209, 2.0333898 // 88, 0.244, 0.000, 3355, 1080, 15, 538535, 16.641584, 2.2916675 // 89, 0.244, 0.000, 3355, 1080, 15, 545456, 16.954456, 2.5383954 // 90, 0.244, 0.000, 3355, 1080, 15, 552421, 17.467327, 2.4550214 // 91, 0.244, 0.000, 3355, 1080, 15, 559251, 17.649506, 2.526278 // 92, 0.244, 0.000, 3355, 1080, 15, 566355, 17.875248, 2.3960123 // 93, 0.244, 0.000, 3355, 1080, 15, 573486, 18.134653, 2.4954855 // 94, 0.243, 0.000, 3356, 1079, 19, 580497, 18.281189, 2.4038136 // 95, 0.243, 0.000, 3356, 1079, 19, 587719, 18.39802, 2.6666272 // 96, 0.243, 0.000, 3356, 1079, 19, 594948, 18.48515, 2.866027 // 97, 0.243, 0.000, 3356, 1079, 19, 602265, 18.748514, 2.529459 // 98, 0.243, 0.000, 3356, 1079, 19, 609640, 18.746534, 2.737186 // 99, 0.243, 0.000, 3356, 1079, 19, 616806, 18.61584, 2.6941404 // 100, 0.243, 0.000, 3356, 1079, 19, 623852, 18.613861, 2.2505019 // 101, 0.243, 0.000, 3356, 1079, 19, 630827, 18.245544, 2.529646 // 102, 0.243, 0.000, 3356, 1079, 19, 637813, 18.225742, 2.464915 // 103, 0.243, 0.000, 3356, 1079, 19, 644989, 18.08713, 2.4888484 // 104, 0.243, 0.000, 3356, 1079, 19, 652217, 18.227722, 2.2404175 // 105, 0.243, 0.000, 3356, 1079, 19, 659508, 18.253466, 2.013595 // 106, 0.243, 0.000, 3356, 1079, 19, 666649, 18.249504, 2.1482527 // 107, 0.243, 0.000, 3356, 1079, 19, 673635, 18.037624, 2.4096656 // 108, 0.243, 0.000, 3356, 1079, 19, 680775, 18.140594, 2.4000847 // 109, 0.243, 0.000, 3356, 1079, 19, 687825, 18.164356, 2.2068136 // 110, 0.243, 0.000, 3356, 1079, 19, 695132, 18.2, 2.334755 // 111, 0.243, 0.000, 3356, 1079, 19, 702289, 18.144554, 2.3167257 // 112, 0.243, 0.000, 3356, 1079, 19, 709360, 18.314852, 2.1410313 // 113, 0.243, 0.000, 3356, 1079, 19, 716409, 18.229704, 2.293917 // 114, 0.243, 0.000, 3356, 1079, 19, 723705, 18.126732, 2.4679773 // 115, 0.243, 0.000, 3356, 1079, 19, 730692, 18.273268, 2.0354674 // 116, 0.242, 0.000, 3360, 1075, 17, 737842, 17.958416, 2.6326675 // 117, 0.242, 0.000, 3360, 1075, 17, 744987, 18.00396, 2.5801957 // 118, 0.242, 0.000, 3360, 1075, 17, 752007, 17.960396, 2.6592698 // 119, 0.242, 0.000, 3360, 1075, 17, 759087, 17.98614, 2.305773 // 120, 0.242, 0.000, 3361, 1074, 17, 765935, 17.49703, 2.43418 // 121, 0.242, 0.000, 3361, 1074, 17, 772651, 17.275248, 2.2988338 // 122, 0.242, 0.000, 3361, 1074, 17, 779437, 16.766336, 2.1910825 // 123, 0.242, 0.000, 3361, 1074, 17, 786046, 16.508911, 2.074936 // 124, 0.242, 0.000, 3361, 1074, 17, 792546, 16.330692, 2.255818 // 125, 0.242, 0.000, 3361, 1074, 17, 799422, 16.481188, 1.8455615 // 126, 0.242, 0.000, 3361, 1074, 17, 805930, 16.348515, 2.1353507 // 127, 0.242, 0.000, 3361, 1074, 17, 812531, 16.235643, 2.255446 // 128, 0.242, 0.000, 3361, 1074, 17, 819031, 16.340593, 1.970795 // 129, 0.242, 0.000, 3361, 1074, 17, 825679, 16.358416, 1.8743407 // 130, 0.242, 0.000, 3361, 1074, 17, 832340, 16.342575, 1.8982607 // 131, 0.242, 0.000, 3362, 1073, 17, 839014, 16.312872, 2.0180159 // 132, 0.242, 0.000, 3362, 1073, 17, 845518, 16.380198, 1.8026402 // 133, 0.242, 0.000, 3362, 1073, 17, 852435, 16.41188, 1.811043 // 134, 0.242, 0.000, 3362, 1073, 17, 859106, 16.316832, 1.977751 // 135, 0.242, 0.000, 3362, 1073, 17, 865656, 16.29901, 1.892061 // 136, 0.242, 0.000, 3362, 1073, 17, 872638, 16.441584, 1.8425827 // 137, 0.242, 0.000, 3362, 1073, 17, 879347, 16.29109, 1.9791932 // 138, 0.242, 0.000, 3362, 1073, 17, 885950, 16.332674, 1.9181716 // 139, 0.242, 0.000, 3362, 1073, 17, 892462, 16.30297, 1.9163889 // 140, 0.242, 0.000, 3362, 1073, 17, 899295, 16.29901, 1.9293712 // 141, 0.242, 0.000, 3362, 1073, 17, 906109, 16.356436, 1.9303911 // 142, 0.242, 0.000, 3362, 1073, 17, 912712, 16.354456, 1.8334341 // 143, 0.242, 0.000, 3362, 1073, 17, 919521, 16.328712, 1.9778128 // 144, 0.242, 0.000, 3362, 1073, 17, 926010, 16.382177, 1.9676878 // 145, 0.242, 0.000, 3362, 1073, 17, 932841, 16.318811, 2.0390625 // 146, 0.242, 0.000, 3362, 1073, 17, 939694, 16.30099, 2.0967941 // 147, 0.242, 0.000, 3362, 1073, 17, 946368, 16.386139, 1.8972074 // 148, 0.242, 0.000, 3362, 1073, 17, 952976, 16.1901, 2.2015939 // 149, 0.242, 0.000, 3362, 1073, 17, 959668, 16.279207, 2.0438983 // 150, 0.242, 0.000, 3362, 1073, 17, 966212, 16.358416, 2.2392251 // 151, 0.242, 0.000, 3362, 1073, 17, 972902, 16.49901, 2.0305812 // 152, 0.242, 0.000, 3362, 1073, 17, 979639, 16.613861, 2.1726055 // 153, 0.242, 0.000, 3362, 1073, 17, 986275, 16.934654, 2.235993 // 154, 0.242, 0.000, 3362, 1073, 17, 993111, 17.29505, 2.042629 // 155, 0.242, 0.000, 3362, 1073, 17, 999970, 17.653465, 2.189243 // 156, 0.242, 0.000, 3362, 1073, 17, 1006871, 17.742575, 2.357434 // 157, 0.242, 0.000, 3363, 1072, 19, 1013841, 18.01188, 2.162659 // 158, 0.242, 0.000, 3363, 1072, 19, 1020791, 18.150496, 2.0549622 // 159, 0.242, 0.000, 3363, 1072, 19, 1027867, 17.934654, 2.3826203 // 160, 0.242, 0.000, 3363, 1072, 19, 1034812, 18.227722, 2.130787 // 161, 0.242, 0.000, 3363, 1072, 19, 1041702, 18.233664, 2.058753 // 162, 0.242, 0.000, 3363, 1072, 19, 1048633, 18.348515, 1.9603305 // 163, 0.242, 0.000, 3363, 1072, 19, 1055582, 18.50495, 1.6829094 // 164, 0.242, 0.000, 3363, 1072, 19, 1062523, 18.156435, 2.1427553 // 165, 0.242, 0.000, 3363, 1072, 19, 1069532, 18.255445, 2.1211116 // 166, 0.242, 0.000, 3363, 1072, 19, 1076495, 18.285149, 2.092394 // 167, 0.242, 0.000, 3363, 1072, 19, 1083240, 18.39604, 1.8936008 // 168, 0.242, 0.000, 3363, 1072, 19, 1090184, 18.124752, 2.2607977 // 169, 0.242, 0.000, 3363, 1072, 19, 1097237, 18.253466, 1.9758753 // 170, 0.242, 0.000, 3363, 1072, 19, 1104258, 18.186138, 2.1565046 // 171, 0.242, 0.000, 3363, 1072, 19, 1111205, 18.314852, 2.0063908 // 172, 0.242, 0.000, 3363, 1072, 19, 1118124, 18.289108, 2.1209967 // 173, 0.242, 0.000, 3363, 1072, 19, 1125180, 18.249504, 2.2622955 // 174, 0.242, 0.000, 3363, 1072, 19, 1132178, 18.403961, 1.8655688 // 175, 0.242, 0.000, 3363, 1072, 19, 1139319, 18.271288, 2.1088324 // 176, 0.242, 0.000, 3363, 1072, 19, 1146391, 18.380198, 2.0014873 // 177, 0.242, 0.000, 3363, 1072, 19, 1153420, 18.267326, 2.032857 // 178, 0.242, 0.000, 3363, 1072, 19, 1160329, 18.38416, 1.9878169 // 179, 0.242, 0.000, 3363, 1072, 19, 1167135, 18.10099, 2.3487318 // 180, 0.242, 0.000, 3363, 1072, 19, 1174098, 18.318811, 1.8063017 // 181, 0.242, 0.000, 3363, 1072, 19, 1181123, 18.449505, 1.7205601 // 182, 0.242, 0.000, 3363, 1072, 19, 1188380, 18.30099, 1.9161978 // 183, 0.242, 0.000, 3363, 1072, 19, 1195414, 18.338614, 2.0962481 // 184, 0.242, 0.000, 3363, 1072, 19, 1202239, 18.29307, 2.2570486 // 185, 0.242, 0.000, 3363, 1072, 19, 1209249, 18.314852, 2.05707 // 186, 0.242, 0.000, 3363, 1072, 19, 1216464, 18.269306, 2.2731287 // 187, 0.242, 0.000, 3363, 1072, 19, 1223396, 18.364357, 2.209322 // 188, 0.242, 0.000, 3363, 1072, 19, 1230531, 18.681189, 1.9241364 // 189, 0.242, 0.000, 3363, 1072, 19, 1237725, 18.8099, 2.235522 // 190, 0.242, 0.000, 3363, 1072, 19, 1245005, 19.233664, 2.2666013 // 191, 0.242, 0.000, 3363, 1072, 19, 1252376, 19.455446, 2.428073 // 192, 0.242, 0.000, 3363, 1072, 19, 1259861, 20.053465, 1.969858 // 193, 0.242, 0.000, 3363, 1072, 19, 1267238, 20.085148, 2.2748466 // 194, 0.242, 0.000, 3363, 1072, 19, 1274618, 20.261387, 2.1329484 // 195, 0.242, 0.000, 3363, 1072, 19, 1281986, 20.069307, 2.4610057 // 196, 0.242, 0.000, 3363, 1072, 19, 1289209, 20.245544, 2.4925854 // 197, 0.242, 0.000, 3363, 1072, 19, 1296689, 20.516832, 2.5462458 // 198, 0.242, 0.000, 3363, 1072, 19, 1304240, 20.946535, 2.3970056 // 199, 0.242, 0.000, 3363, 1072, 19, 1311694, 21.231684, 2.6167326 // 200, 0.242, 0.000, 3363, 1072, 19, 1319866, 21.39604, 2.7714176 // 201, 0.242, 0.000, 3363, 1072, 19, 1327585, 21.732674, 2.8468819 // 202, 0.242, 0.000, 3363, 1072, 19, 1335339, 22.209902, 2.6151636 // 203, 0.241, 0.000, 3365, 1070, 23, 1343238, 22.489109, 2.9316192 // 204, 0.241, 0.000, 3365, 1070, 23, 1351248, 22.924753, 2.8218162 // 205, 0.241, 0.000, 3365, 1070, 23, 1359205, 23.570297, 2.585477 // 206, 0.241, 0.000, 3367, 1068, 23, 1367344, 23.231684, 3.0713859 // 207, 0.241, 0.000, 3367, 1068, 23, 1375137, 23.027723, 2.8658462 // 208, 0.241, 0.000, 3367, 1068, 23, 1383004, 22.51485, 2.7960947 // 209, 0.240, 0.000, 3370, 1065, 23, 1391006, 22.09703, 2.917417 // 210, 0.240, 0.000, 3370, 1065, 23, 1398893, 22.164356, 2.6823056 // 211, 0.240, 0.000, 3370, 1065, 23, 1406651, 22.067327, 2.5437517 // 212, 0.240, 0.000, 3370, 1065, 23, 1414726, 22.29901, 2.3079095 // 213, 0.240, 0.000, 3370, 1065, 23, 1422690, 22.273268, 2.554084 // 214, 0.240, 0.000, 3370, 1065, 23, 1430476, 22.128714, 2.7281513 // 215, 0.240, 0.000, 3370, 1065, 23, 1438221, 21.978218, 2.7570765 // 216, 0.240, 0.000, 3370, 1065, 23, 1445979, 22.043564, 2.6487658 // 217, 0.240, 0.000, 3370, 1065, 23, 1454076, 22.172277, 2.3697774 // 218, 0.240, 0.000, 3370, 1065, 23, 1462023, 22.249504, 2.6582885 // 219, 0.240, 0.000, 3370, 1065, 23, 1470077, 22.51485, 2.4648716 // 220, 0.240, 0.000, 3370, 1065, 23, 1478107, 22.8099, 2.7916982 // 221, 0.240, 0.000, 3370, 1065, 23, 1486121, 23.253466, 2.635454 // 222, 0.240, 0.000, 3370, 1065, 23, 1493903, 23.538614, 2.856118 // 223, 0.240, 0.000, 3370, 1065, 23, 1502097, 24.01386, 2.4835765 // 224, 0.240, 0.000, 3370, 1065, 23, 1510250, 24.30099, 2.3539622 // 225, 0.240, 0.000, 3370, 1065, 23, 1518490, 24.534653, 2.546863 // 226, 0.240, 0.000, 3371, 1064, 29, 1526741, 24.734653, 2.7791424 // 227, 0.240, 0.000, 3371, 1064, 29, 1535165, 25.48515, 2.980497 // 228, 0.240, 0.000, 3371, 1064, 29, 1543613, 25.966337, 3.1692858 // 229, 0.240, 0.000, 3371, 1064, 29, 1552049, 26.718811, 3.1238768 // 230, 0.240, 0.000, 3371, 1064, 29, 1560798, 27.079208, 3.4911036 // 231, 0.240, 0.000, 3371, 1064, 29, 1569604, 27.720793, 3.3168087 // 232, 0.240, 0.000, 3371, 1064, 29, 1578091, 27.728712, 3.3988504 // 233, 0.240, 0.000, 3371, 1064, 29, 1587164, 27.853466, 3.205544 // 234, 0.240, 0.000, 3371, 1064, 29, 1596063, 27.801981, 3.2157335 // 235, 0.240, 0.000, 3371, 1064, 29, 1604820, 27.867327, 3.0926647 // 236, 0.240, 0.000, 3371, 1064, 29, 1613672, 27.914852, 3.1122003 // 237, 0.240, 0.000, 3371, 1064, 29, 1622249, 27.873268, 3.3162844 // 238, 0.240, 0.000, 3371, 1064, 29, 1631131, 27.90693, 3.2792776 // 239, 0.240, 0.000, 3371, 1064, 29, 1639905, 28.261387, 3.177729 // 240, 0.240, 0.000, 3371, 1064, 29, 1648898, 28.554455, 3.4916544 // 241, 0.240, 0.000, 3371, 1064, 29, 1657574, 28.89703, 3.674002 // 242, 0.240, 0.000, 3371, 1064, 29, 1666375, 29.415842, 3.3574667 // 243, 0.240, 0.000, 3371, 1064, 29, 1675252, 29.524752, 3.578253 // 244, 0.240, 0.000, 3371, 1064, 29, 1684424, 29.801981, 3.5755398 // 245, 0.240, 0.000, 3371, 1064, 29, 1693060, 30.154455, 4.0004883 // 246, 0.240, 0.000, 3371, 1064, 29, 1702096, 30.526733, 4.115623 // 247, 0.240, 0.000, 3372, 1063, 33, 1711731, 31.142574, 4.131919 // 248, 0.240, 0.000, 3372, 1063, 33, 1721111, 31.49505, 4.316263 // 249, 0.240, 0.000, 3372, 1063, 33, 1730657, 32.17426, 3.6933382 // 250, 0.240, 0.000, 3372, 1063, 31, 1740230, 32.396038, 4.278626 // 251, 0.240, 0.000, 3372, 1063, 31, 1749414, 32.839603, 4.209843 // 252, 0.240, 0.000, 3372, 1063, 31, 1759078, 32.90495, 3.9107475 // 253, 0.240, 0.000, 3372, 1063, 31, 1768622, 32.295048, 4.2559414 // 254, 0.240, 0.000, 3372, 1063, 31, 1778038, 32.069305, 4.1774163 // 255, 0.240, 0.000, 3372, 1063, 31, 1787568, 32.085148, 4.290763 // 256, 0.240, 0.000, 3372, 1063, 31, 1797180, 32.653465, 4.2169847 // 257, 0.240, 0.000, 3372, 1063, 31, 1806594, 33.273266, 3.9772456 // 258, 0.240, 0.000, 3372, 1063, 31, 1816308, 33.49703, 4.31032 // 259, 0.240, 0.000, 3372, 1063, 31, 1826531, 33.5901, 4.4137793 // 260, 0.240, 0.000, 3372, 1063, 31, 1836217, 33.916832, 4.297486 // 261, 0.240, 0.000, 3372, 1063, 31, 1845792, 34.0297, 4.6122212 // 262, 0.240, 0.000, 3372, 1063, 31, 1855375, 34.168316, 4.7759237 // 263, 0.240, 0.000, 3372, 1063, 31, 1865306, 35.09505, 4.0382843 // 264, 0.240, 0.000, 3372, 1063, 31, 1875288, 35.241585, 4.4353538 // 265, 0.240, 0.000, 3372, 1063, 31, 1885311, 35.146534, 4.673325 // 266, 0.240, 0.000, 3372, 1063, 31, 1895059, 35.20792, 4.4363856 // 267, 0.240, 0.000, 3372, 1063, 31, 1904696, 35.122772, 4.6892314 // 268, 0.240, 0.000, 3372, 1063, 31, 1914599, 35.30693, 4.715554 // 269, 0.240, 0.000, 3372, 1063, 31, 1924786, 36.19406, 4.042559 // 270, 0.240, 0.000, 3372, 1063, 31, 1935076, 36.29703, 4.9961166 // 271, 0.239, 0.000, 3373, 1062, 36, 1945637, 36.750496, 5.400862 // 272, 0.239, 0.000, 3373, 1062, 36, 1955839, 37.6, 5.093822 // 273, 0.239, 0.000, 3373, 1062, 36, 1966033, 38.267326, 4.7618327 // 274, 0.239, 0.000, 3373, 1062, 36, 1976358, 38.29901, 5.082654 // 275, 0.239, 0.000, 3373, 1062, 36, 1986606, 37.89901, 5.2700973 // 276, 0.239, 0.000, 3373, 1062, 36, 1996599, 36.97426, 4.8143005 // 277, 0.239, 0.000, 3373, 1062, 36, 2006892, 36.049503, 4.1372185 // 278, 0.239, 0.000, 3373, 1062, 36, 2017082, 35.091087, 4.2365365 // 279, 0.239, 0.000, 3373, 1062, 36, 2026864, 34.215843, 4.668712 // 280, 0.239, 0.000, 3373, 1062, 36, 2037144, 34.536633, 4.0696 // 281, 0.239, 0.000, 3373, 1062, 36, 2046993, 34.520794, 4.030084 // 282, 0.239, 0.000, 3373, 1062, 36, 2057298, 34.330692, 4.5284204 // 283, 0.239, 0.000, 3373, 1062, 36, 2067345, 34.423763, 4.4901013 // 284, 0.239, 0.000, 3373, 1062, 36, 2077601, 34.647526, 4.2373147 // 285, 0.239, 0.000, 3373, 1062, 36, 2087844, 34.427723, 4.515679 // 286, 0.239, 0.000, 3373, 1062, 36, 2098151, 34.70099, 4.4650335 // 287, 0.239, 0.000, 3373, 1062, 36, 2108224, 34.50495, 4.865764 // 288, 0.239, 0.000, 3373, 1062, 36, 2118370, 35.019802, 4.526223 // 289, 0.239, 0.000, 3373, 1062, 36, 2128471, 35.61584, 4.4733505 // 290, 0.239, 0.000, 3373, 1062, 36, 2138657, 35.60594, 4.958544 // 291, 0.239, 0.000, 3373, 1062, 36, 2148920, 36.053467, 4.4645004 // 292, 0.239, 0.000, 3373, 1062, 36, 2159085, 36.132675, 4.817469 // 293, 0.239, 0.000, 3373, 1062, 36, 2169835, 36.851486, 4.022186 // 294, 0.239, 0.000, 3373, 1062, 36, 2180484, 36.740593, 4.4683814 // 295, 0.239, 0.000, 3373, 1062, 36, 2191225, 36.966335, 4.633175 // 296, 0.239, 0.000, 3374, 1061, 39, 2202254, 36.978218, 4.690572 // 297, 0.239, 0.000, 3374, 1061, 39, 2213174, 37.10099, 4.5126505 // 298, 0.239, 0.000, 3374, 1061, 39, 2223751, 37.568317, 4.1084094 // 299, 0.239, 0.000, 3374, 1061, 39, 2234842, 37.603962, 4.2165937 // Population size mean, std dev //37.603962, 4.2165937 // Finished Evolution. 2234secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 7--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.337, 0.000, 2939, 1496, 9, 1094, 1.338, 1.2164521 // 1, 0.337, 0.000, 2939, 1496, 9, 4704, 1.5168316, 1.4732648 // 2, 0.337, 0.000, 2939, 1496, 9, 8671, 2.0178218, 2.2824512 // 3, 0.327, 0.000, 2983, 1452, 3, 12632, 3.049505, 3.027191 // 4, 0.327, 0.000, 2983, 1452, 3, 17062, 5.455446, 3.4985843 // 5, 0.327, 0.000, 2983, 1452, 3, 22063, 7.7663364, 2.4512792 // 6, 0.304, 0.000, 3088, 1347, 3, 26922, 7.2316833, 2.7402003 // 7, 0.304, 0.000, 3088, 1347, 3, 31326, 5.4257426, 2.9809513 // 8, 0.304, 0.000, 3088, 1347, 3, 35547, 3.89901, 2.0984902 // 9, 0.294, 0.000, 3131, 1304, 5, 39831, 3.330693, 1.0879848 // 10, 0.294, 0.000, 3131, 1304, 5, 43979, 3.4138613, 1.032639 // 11, 0.294, 0.000, 3131, 1304, 5, 48385, 3.8514853, 1.381534 // 12, 0.278, 0.000, 3202, 1233, 7, 52901, 4.6950493, 1.7309294 // 13, 0.276, 0.000, 3213, 1222, 7, 57825, 5.841584, 1.486124 // 14, 0.272, 0.000, 3230, 1205, 7, 62780, 5.9980197, 1.3823476 // 15, 0.266, 0.000, 3256, 1179, 7, 67714, 6.211881, 1.3529053 // 16, 0.265, 0.000, 3259, 1176, 7, 72855, 6.421782, 1.4317206 // 17, 0.260, 0.000, 3283, 1152, 7, 77831, 6.6693068, 1.1290718 // 18, 0.260, 0.000, 3283, 1152, 7, 82697, 6.681188, 1.1394556 // 19, 0.260, 0.000, 3283, 1152, 7, 87728, 6.657426, 1.1601759 // 20, 0.260, 0.000, 3283, 1152, 7, 92845, 6.5980196, 1.3256036 // 21, 0.260, 0.000, 3283, 1152, 7, 97770, 6.6356435, 1.1492212 // 22, 0.260, 0.000, 3283, 1152, 7, 102960, 6.637624, 1.2748013 // 23, 0.260, 0.000, 3283, 1152, 7, 107852, 6.7445545, 1.1187383 // 24, 0.260, 0.000, 3283, 1152, 7, 112936, 6.756436, 1.050262 // 25, 0.260, 0.000, 3283, 1152, 7, 117927, 6.6316833, 1.1667776 // 26, 0.259, 0.000, 3287, 1148, 7, 122839, 6.605941, 1.2109895 // 27, 0.259, 0.000, 3287, 1148, 7, 127709, 6.6732674, 1.1441529 // 28, 0.259, 0.000, 3287, 1148, 7, 132675, 6.6653466, 1.1810739 // 29, 0.259, 0.000, 3287, 1148, 7, 137712, 6.691089, 1.2087209 // 30, 0.259, 0.000, 3287, 1148, 7, 142715, 6.6772275, 1.1607364 // 31, 0.259, 0.000, 3287, 1148, 7, 147643, 6.6752477, 1.1104714 // 32, 0.259, 0.000, 3287, 1148, 7, 152422, 6.6277227, 1.2459928 // 33, 0.259, 0.000, 3287, 1148, 7, 157388, 6.69901, 1.1046714 // 34, 0.259, 0.000, 3287, 1148, 7, 162508, 6.722772, 1.1055119 // 35, 0.259, 0.000, 3287, 1148, 7, 167491, 6.6693068, 1.1078266 // 36, 0.259, 0.000, 3287, 1148, 7, 172418, 6.7267327, 1.1503674 // 37, 0.259, 0.000, 3287, 1148, 7, 177344, 6.643564, 1.2474476 // 38, 0.259, 0.000, 3287, 1148, 7, 182289, 6.637624, 1.1139852 // 39, 0.259, 0.000, 3287, 1148, 7, 187250, 6.8039603, 0.8961886 // 40, 0.259, 0.000, 3288, 1147, 7, 192440, 6.7207923, 1.1498002 // 41, 0.259, 0.000, 3288, 1147, 7, 197528, 6.7148514, 1.2063689 // 42, 0.259, 0.000, 3288, 1147, 7, 202443, 6.629703, 1.269408 // 43, 0.259, 0.000, 3288, 1147, 7, 207435, 6.6594057, 1.3256195 // 44, 0.259, 0.000, 3288, 1147, 7, 212299, 6.667327, 1.2539915 // 45, 0.259, 0.000, 3288, 1147, 7, 217215, 6.7029705, 1.2676038 // 46, 0.259, 0.000, 3288, 1147, 7, 222259, 6.667327, 1.3065794 // 47, 0.259, 0.000, 3288, 1147, 7, 227208, 6.722772, 1.1268024 // 48, 0.259, 0.000, 3288, 1147, 7, 232231, 6.778218, 1.1285328 // 49, 0.259, 0.000, 3288, 1147, 7, 237127, 6.671287, 1.1565007 // 50, 0.259, 0.000, 3288, 1147, 7, 242218, 6.708911, 1.0956335 // 51, 0.259, 0.000, 3288, 1147, 7, 247055, 6.592079, 1.2347828 // 52, 0.259, 0.000, 3288, 1147, 7, 251929, 6.671287, 1.1375104 // 53, 0.259, 0.000, 3288, 1147, 7, 256927, 6.7346535, 1.0739435 // 54, 0.259, 0.000, 3288, 1147, 7, 261881, 6.750495, 1.1761348 // 55, 0.259, 0.000, 3288, 1147, 7, 266785, 6.7683167, 0.9929389 // 56, 0.259, 0.000, 3288, 1147, 7, 271752, 6.6138616, 1.1498616 // 57, 0.259, 0.000, 3288, 1147, 7, 276729, 6.6851487, 1.1070774 // 58, 0.259, 0.000, 3288, 1147, 7, 281721, 6.6356435, 1.2750137 // 59, 0.259, 0.000, 3288, 1147, 7, 286632, 6.6831684, 1.0561513 // 60, 0.259, 0.000, 3288, 1147, 7, 291790, 6.6732674, 1.2015576 // 61, 0.259, 0.000, 3288, 1147, 7, 296967, 6.7148514, 1.0272899 // 62, 0.259, 0.000, 3288, 1147, 7, 302032, 6.667327, 1.1346127 // 63, 0.259, 0.000, 3288, 1147, 7, 307012, 6.6831684, 1.1216193 // 64, 0.259, 0.000, 3288, 1147, 7, 311993, 6.647525, 1.1321219 // 65, 0.259, 0.000, 3288, 1147, 7, 317038, 6.7168317, 1.026872 // 66, 0.259, 0.000, 3288, 1147, 7, 321982, 6.637624, 1.2045177 // 67, 0.259, 0.000, 3288, 1147, 7, 327055, 6.6871285, 1.1121001 // 68, 0.259, 0.000, 3288, 1147, 7, 332074, 6.760396, 1.0049468 // 69, 0.259, 0.000, 3288, 1147, 7, 337022, 6.736634, 1.1535316 // 70, 0.259, 0.000, 3288, 1147, 7, 342012, 6.661386, 1.105429 // 71, 0.259, 0.000, 3288, 1147, 7, 347116, 6.7346535, 1.0190691 // 72, 0.259, 0.000, 3288, 1147, 7, 352103, 6.637624, 1.2045177 // 73, 0.259, 0.000, 3288, 1147, 7, 357143, 6.7524753, 1.0108908 // 74, 0.259, 0.000, 3288, 1147, 7, 362150, 6.7445545, 1.0900502 // 75, 0.259, 0.000, 3288, 1147, 7, 367145, 6.633663, 1.1900831 // 76, 0.259, 0.000, 3288, 1147, 7, 371927, 6.689109, 1.1223996 // 77, 0.259, 0.000, 3288, 1147, 7, 376964, 6.7960396, 1.146664 // 78, 0.259, 0.000, 3288, 1147, 7, 382158, 6.736634, 1.0605164 // 79, 0.259, 0.000, 3288, 1147, 7, 387086, 6.689109, 1.157147 // 80, 0.259, 0.000, 3288, 1147, 7, 392071, 6.681188, 1.2925305 // 81, 0.259, 0.000, 3288, 1147, 7, 396903, 6.6752477, 1.2825861 // 82, 0.259, 0.000, 3288, 1147, 7, 401862, 6.887129, 1.197823 // 83, 0.259, 0.000, 3288, 1147, 7, 406859, 7.0217824, 1.3964311 // 84, 0.259, 0.000, 3288, 1147, 7, 412220, 7.291089, 1.5544311 // 85, 0.259, 0.000, 3288, 1147, 7, 417261, 7.5663366, 1.8679299 // 86, 0.259, 0.000, 3288, 1147, 7, 422568, 8.089108, 1.7434417 // 87, 0.259, 0.000, 3288, 1147, 7, 428149, 8.453465, 1.6822655 // 88, 0.259, 0.000, 3288, 1147, 7, 433643, 8.651485, 1.8882972 // 89, 0.259, 0.000, 3288, 1147, 7, 439118, 9.148515, 1.8667829 // 90, 0.259, 0.000, 3288, 1147, 7, 444725, 9.4633665, 2.1450238 // 91, 0.259, 0.000, 3288, 1147, 7, 450306, 9.809901, 2.2051914 // 92, 0.259, 0.000, 3288, 1147, 7, 456119, 10.116832, 2.183695 // 93, 0.259, 0.000, 3288, 1147, 7, 461851, 10.560396, 2.2648437 // 94, 0.259, 0.000, 3288, 1147, 7, 467656, 10.879208, 2.573912 // 95, 0.259, 0.000, 3288, 1147, 7, 473753, 11.316832, 2.8407598 // 96, 0.258, 0.000, 3289, 1146, 13, 479987, 12.239604, 2.8514395 // 97, 0.258, 0.000, 3289, 1146, 13, 486449, 13.170297, 3.2783003 // 98, 0.258, 0.000, 3289, 1146, 13, 493271, 14.233664, 3.3134649 // 99, 0.258, 0.000, 3289, 1146, 13, 499858, 14.683168, 3.5402372 // 100, 0.258, 0.000, 3289, 1146, 13, 506553, 14.968317, 3.8700392 // 101, 0.258, 0.000, 3289, 1146, 13, 513147, 14.89901, 3.881883 // 102, 0.258, 0.000, 3289, 1146, 13, 519632, 14.530693, 3.8035364 // 103, 0.258, 0.000, 3289, 1146, 13, 526221, 13.847525, 3.6962023 // 104, 0.258, 0.000, 3291, 1144, 13, 532623, 13.009901, 3.7429683 // 105, 0.258, 0.000, 3291, 1144, 13, 538819, 12.7029705, 3.380035 // 106, 0.258, 0.000, 3291, 1144, 13, 545131, 12.889109, 2.985042 // 107, 0.258, 0.000, 3291, 1144, 13, 551343, 12.320792, 2.950424 // 108, 0.258, 0.000, 3292, 1143, 13, 557623, 12.20594, 2.7018828 // 109, 0.258, 0.000, 3292, 1143, 13, 563726, 12.156436, 2.604886 // 110, 0.257, 0.000, 3293, 1142, 13, 570205, 12.108911, 2.535692 // 111, 0.257, 0.000, 3293, 1142, 13, 576308, 12.085149, 2.6756444 // 112, 0.257, 0.000, 3293, 1142, 13, 582781, 12.073267, 2.6477315 // 113, 0.257, 0.000, 3294, 1141, 13, 589121, 12.108911, 2.4450443 // 114, 0.257, 0.000, 3294, 1141, 13, 595349, 12.043565, 2.582897 // 115, 0.257, 0.000, 3294, 1141, 13, 601420, 12.106931, 2.526776 // 116, 0.257, 0.000, 3294, 1141, 13, 607562, 12.162376, 2.3900313 // 117, 0.257, 0.000, 3295, 1140, 13, 613726, 11.964356, 2.7486653 // 118, 0.257, 0.000, 3295, 1140, 13, 619915, 11.726732, 2.9565487 // 119, 0.257, 0.000, 3296, 1139, 13, 626230, 12.011881, 2.5454037 // 120, 0.257, 0.000, 3296, 1139, 13, 632164, 11.841584, 2.9266026 // 121, 0.257, 0.000, 3296, 1139, 13, 638343, 12.184158, 2.3938334 // 122, 0.257, 0.000, 3296, 1139, 13, 644551, 12.136634, 2.4814436 // 123, 0.257, 0.000, 3296, 1139, 13, 650848, 12.120792, 2.4216955 // 124, 0.257, 0.000, 3296, 1139, 13, 657218, 11.982179, 2.5356226 // 125, 0.257, 0.000, 3296, 1139, 13, 663522, 12.049505, 2.505344 // 126, 0.257, 0.000, 3296, 1139, 13, 669957, 12.19208, 2.32096 // 127, 0.257, 0.000, 3296, 1139, 13, 675989, 11.857426, 2.8241322 // 128, 0.257, 0.000, 3296, 1139, 13, 682433, 12.207921, 2.4402404 // 129, 0.257, 0.000, 3296, 1139, 13, 688659, 11.962377, 2.6469796 // 130, 0.257, 0.000, 3296, 1139, 13, 694827, 12.019802, 2.5179744 // 131, 0.257, 0.000, 3296, 1139, 13, 701095, 11.9841585, 2.618997 // 132, 0.257, 0.000, 3296, 1139, 13, 707344, 11.9425745, 2.686722 // 133, 0.257, 0.000, 3296, 1139, 13, 713440, 12.091089, 2.5515707 // 134, 0.257, 0.000, 3296, 1139, 13, 719749, 11.906931, 2.7484016 // 135, 0.257, 0.000, 3296, 1139, 13, 726062, 12.174257, 2.3941617 // 136, 0.257, 0.000, 3296, 1139, 13, 732625, 12.2, 2.5175834 // 137, 0.257, 0.000, 3296, 1139, 13, 738918, 12.235643, 2.4474518 // 138, 0.257, 0.000, 3296, 1139, 13, 745188, 12.162376, 2.3262105 // 139, 0.257, 0.000, 3296, 1139, 13, 751454, 12.207921, 2.2581706 // 140, 0.257, 0.000, 3296, 1139, 13, 757629, 11.976237, 2.6143992 // 141, 0.257, 0.000, 3296, 1139, 13, 763781, 12.025743, 2.5650592 // 142, 0.257, 0.000, 3296, 1139, 13, 770002, 11.89703, 2.6739073 // 143, 0.257, 0.000, 3296, 1139, 13, 776203, 12.017821, 2.4164665 // 144, 0.257, 0.000, 3296, 1139, 13, 782426, 12.059406, 2.4063516 // 145, 0.257, 0.000, 3296, 1139, 13, 788524, 11.748515, 2.833693 // 146, 0.257, 0.000, 3296, 1139, 13, 794751, 12.061386, 2.4466975 // 147, 0.257, 0.000, 3296, 1139, 13, 800919, 12.059406, 2.4912598 // 148, 0.257, 0.000, 3296, 1139, 13, 807060, 12.047524, 2.5751522 // 149, 0.257, 0.000, 3296, 1139, 13, 813403, 12.166337, 2.4607887 // 150, 0.257, 0.000, 3296, 1139, 13, 819619, 11.954455, 2.6640081 // 151, 0.257, 0.000, 3296, 1139, 13, 826053, 12.041584, 2.6190963 // 152, 0.257, 0.000, 3296, 1139, 13, 832217, 12.077228, 2.5847955 // 153, 0.257, 0.000, 3296, 1139, 13, 838397, 11.982179, 2.7158637 // 154, 0.257, 0.000, 3296, 1139, 13, 844437, 12.013862, 2.3784926 // 155, 0.257, 0.000, 3296, 1139, 13, 850752, 11.944554, 2.578835 // 156, 0.257, 0.000, 3296, 1139, 13, 857124, 12.271287, 2.214189 // 157, 0.257, 0.000, 3296, 1139, 13, 863300, 12.045545, 2.4454248 // 158, 0.257, 0.000, 3296, 1139, 13, 869384, 12.116832, 2.5062726 // 159, 0.257, 0.000, 3296, 1139, 13, 875671, 12.073267, 2.5236673 // 160, 0.257, 0.000, 3296, 1139, 13, 881866, 12.134653, 2.580524 // 161, 0.257, 0.000, 3296, 1139, 13, 888078, 12.003961, 2.6378758 // 162, 0.257, 0.000, 3296, 1139, 13, 894014, 11.873267, 2.7959993 // 163, 0.257, 0.000, 3296, 1139, 13, 900314, 12.152475, 2.3315535 // 164, 0.257, 0.000, 3296, 1139, 13, 906787, 11.992079, 2.6152542 // 165, 0.257, 0.000, 3296, 1139, 13, 912798, 11.748515, 2.8238945 // 166, 0.257, 0.000, 3296, 1139, 13, 918697, 12.011881, 2.5985284 // 167, 0.257, 0.000, 3296, 1139, 13, 925003, 12.120792, 2.3929057 // 168, 0.257, 0.000, 3296, 1139, 13, 931354, 11.845545, 2.7582302 // 169, 0.257, 0.000, 3296, 1139, 13, 937600, 12.031683, 2.585371 // 170, 0.257, 0.000, 3296, 1139, 13, 944074, 12.201981, 2.4076574 // 171, 0.257, 0.000, 3296, 1139, 13, 950477, 11.772277, 2.8266113 // 172, 0.257, 0.000, 3296, 1139, 13, 956687, 11.914851, 2.6005857 // 173, 0.257, 0.000, 3296, 1139, 13, 962756, 12.043565, 2.4523318 // 174, 0.257, 0.000, 3296, 1139, 13, 968923, 12.128713, 2.4961915 // 175, 0.257, 0.000, 3296, 1139, 13, 975054, 12.332673, 2.1864185 // 176, 0.257, 0.000, 3296, 1139, 13, 981042, 11.833663, 2.7424185 // 177, 0.257, 0.000, 3296, 1139, 13, 987114, 12.085149, 2.4427433 // 178, 0.257, 0.000, 3296, 1139, 13, 993322, 11.940594, 2.723648 // 179, 0.257, 0.000, 3296, 1139, 13, 999575, 12.035644, 2.6021137 // 180, 0.257, 0.000, 3296, 1139, 13, 1005871, 12.136634, 2.4989378 // 181, 0.257, 0.000, 3296, 1139, 13, 1012240, 12.043565, 2.602753 // 182, 0.257, 0.000, 3296, 1139, 13, 1018380, 11.867327, 2.7417228 // 183, 0.257, 0.000, 3296, 1139, 13, 1024635, 11.887129, 2.764902 // 184, 0.257, 0.000, 3296, 1139, 13, 1030852, 11.974257, 2.8026385 // 185, 0.257, 0.000, 3296, 1139, 13, 1037102, 11.970297, 2.7806108 // 186, 0.257, 0.000, 3296, 1139, 13, 1043191, 11.954455, 2.6788332 // 187, 0.257, 0.000, 3296, 1139, 13, 1049567, 12.019802, 2.5992389 // 188, 0.257, 0.000, 3296, 1139, 13, 1055862, 12.29505, 2.2396238 // 189, 0.257, 0.000, 3296, 1139, 13, 1062180, 12.065347, 2.4433556 // 190, 0.257, 0.000, 3296, 1139, 13, 1068319, 12.085149, 2.3485107 // 191, 0.257, 0.000, 3296, 1139, 13, 1074559, 12.051485, 2.5285149 // 192, 0.257, 0.000, 3296, 1139, 13, 1080755, 12.194059, 2.2528229 // 193, 0.257, 0.000, 3296, 1139, 13, 1086867, 12.09505, 2.4869685 // 194, 0.257, 0.000, 3296, 1139, 13, 1093074, 12.067327, 2.4517965 // 195, 0.257, 0.000, 3296, 1139, 13, 1099442, 11.887129, 2.6857023 // 196, 0.257, 0.000, 3296, 1139, 13, 1105794, 12.277227, 2.1741922 // 197, 0.257, 0.000, 3296, 1139, 13, 1112338, 12.043565, 2.5034766 // 198, 0.257, 0.000, 3296, 1139, 13, 1118585, 12.116832, 2.407952 // 199, 0.257, 0.000, 3296, 1139, 13, 1124941, 11.930693, 2.7223227 // 200, 0.257, 0.000, 3296, 1139, 13, 1131262, 12.126733, 2.4839635 // 201, 0.257, 0.000, 3296, 1139, 13, 1137373, 12.071287, 2.6293967 // 202, 0.257, 0.000, 3296, 1139, 13, 1143600, 12.069307, 2.5064552 // 203, 0.257, 0.000, 3296, 1139, 13, 1149635, 11.893069, 2.720739 // 204, 0.257, 0.000, 3296, 1139, 13, 1156026, 11.966336, 2.6244972 // 205, 0.257, 0.000, 3296, 1139, 13, 1162125, 12.023763, 2.671338 // 206, 0.257, 0.000, 3296, 1139, 13, 1168467, 11.851485, 2.7300525 // 207, 0.257, 0.000, 3296, 1139, 13, 1174528, 11.980198, 2.727855 // 208, 0.257, 0.000, 3296, 1139, 13, 1180691, 12.114852, 2.5232894 // 209, 0.257, 0.000, 3296, 1139, 13, 1186853, 12.114852, 2.430554 // 210, 0.257, 0.000, 3296, 1139, 13, 1193052, 12.114852, 2.5482795 // 211, 0.257, 0.000, 3296, 1139, 13, 1199504, 12.209901, 2.5954084 // 212, 0.257, 0.000, 3296, 1139, 13, 1205704, 12.091089, 2.7154872 // 213, 0.257, 0.000, 3296, 1139, 13, 1211953, 12.217822, 2.5671315 // 214, 0.257, 0.000, 3296, 1139, 13, 1218196, 12.194059, 2.7253785 // 215, 0.257, 0.000, 3296, 1139, 13, 1224389, 12.320792, 2.7250314 // 216, 0.257, 0.000, 3296, 1139, 13, 1230714, 12.671288, 2.509163 // 217, 0.257, 0.000, 3296, 1139, 13, 1236934, 12.839604, 2.5970306 // 218, 0.257, 0.000, 3296, 1139, 13, 1243450, 12.863366, 2.8837466 // 219, 0.257, 0.000, 3296, 1139, 13, 1249963, 13.108911, 2.8849263 // 220, 0.257, 0.000, 3296, 1139, 13, 1256241, 13.390099, 2.8681107 // 221, 0.257, 0.000, 3296, 1139, 13, 1262541, 13.609901, 2.9376843 // 222, 0.257, 0.000, 3296, 1139, 13, 1269164, 13.394059, 3.208463 // 223, 0.257, 0.000, 3296, 1139, 13, 1275713, 13.586139, 3.173063 // 224, 0.257, 0.000, 3296, 1139, 13, 1282218, 13.566337, 3.0539806 // 225, 0.257, 0.000, 3296, 1139, 13, 1288855, 13.881188, 2.7778711 // 226, 0.257, 0.000, 3296, 1139, 13, 1295302, 13.605941, 3.15054 // 227, 0.257, 0.000, 3296, 1139, 13, 1301781, 13.819802, 3.0683935 // 228, 0.257, 0.000, 3296, 1139, 13, 1308166, 13.825743, 2.9740317 // 229, 0.257, 0.000, 3296, 1139, 13, 1314533, 13.786139, 3.2423263 // 230, 0.257, 0.000, 3296, 1139, 13, 1321344, 14.079208, 2.9727564 // 231, 0.257, 0.000, 3296, 1139, 13, 1328000, 14.358416, 2.7243426 // 232, 0.257, 0.000, 3296, 1139, 13, 1334644, 14.039604, 3.4079697 // 233, 0.257, 0.000, 3296, 1139, 13, 1341298, 14.289109, 3.322226 // 234, 0.257, 0.000, 3296, 1139, 13, 1348090, 14.449505, 3.1273184 // 235, 0.257, 0.000, 3296, 1139, 13, 1354927, 14.429703, 3.5947583 // 236, 0.257, 0.000, 3296, 1139, 13, 1362091, 14.996039, 3.2511992 // 237, 0.257, 0.000, 3296, 1139, 13, 1368993, 15.017821, 3.4774644 // 238, 0.257, 0.000, 3296, 1139, 13, 1375955, 15.423762, 3.116649 // 239, 0.257, 0.000, 3296, 1139, 13, 1382869, 15.691089, 3.2162366 // 240, 0.257, 0.000, 3296, 1139, 13, 1389642, 15.687129, 3.79801 // 241, 0.257, 0.000, 3296, 1139, 13, 1396814, 16.469307, 3.3483467 // 242, 0.257, 0.000, 3296, 1139, 13, 1403684, 16.621782, 3.621374 // 243, 0.257, 0.000, 3296, 1139, 13, 1411164, 16.99604, 3.746939 // 244, 0.257, 0.000, 3296, 1139, 13, 1418669, 17.354456, 3.8459287 // 245, 0.257, 0.000, 3296, 1139, 13, 1425899, 17.49505, 4.326806 // 246, 0.257, 0.000, 3296, 1139, 13, 1433229, 17.984158, 4.367722 // 247, 0.257, 0.000, 3296, 1139, 13, 1440702, 18.536634, 4.1424046 // 248, 0.257, 0.000, 3296, 1139, 13, 1448097, 19.112871, 4.234833 // 249, 0.257, 0.000, 3296, 1139, 13, 1455694, 19.29109, 4.3614397 // 250, 0.257, 0.000, 3296, 1139, 13, 1463367, 19.746534, 4.139538 // 251, 0.257, 0.000, 3296, 1139, 13, 1470927, 19.861385, 4.418751 // 252, 0.257, 0.000, 3296, 1139, 13, 1478449, 20.083168, 4.7629986 // 253, 0.257, 0.000, 3296, 1139, 13, 1486358, 20.99802, 4.1622996 // 254, 0.257, 0.000, 3296, 1139, 13, 1494136, 21.70297, 4.1609797 // 255, 0.257, 0.000, 3296, 1139, 13, 1502284, 21.627724, 5.0144353 // 256, 0.257, 0.000, 3296, 1139, 13, 1509980, 22.031683, 5.0895934 // 257, 0.257, 0.000, 3296, 1139, 13, 1518098, 22.847525, 4.971851 // 258, 0.257, 0.000, 3296, 1139, 13, 1526185, 23.378218, 5.301367 // 259, 0.257, 0.000, 3296, 1139, 13, 1534416, 23.530693, 5.7636185 // 260, 0.257, 0.000, 3296, 1139, 13, 1542615, 24.627724, 5.1268992 // 261, 0.257, 0.000, 3296, 1139, 13, 1550951, 25.09703, 5.4315195 // 262, 0.257, 0.000, 3296, 1139, 13, 1559487, 25.51287, 5.4573374 // 263, 0.257, 0.000, 3296, 1139, 13, 1568044, 26.184158, 5.8678274 // 264, 0.257, 0.000, 3296, 1139, 13, 1576480, 26.738613, 5.969481 // 265, 0.257, 0.000, 3296, 1139, 13, 1585488, 27.035643, 6.494993 // 266, 0.257, 0.000, 3296, 1139, 13, 1594107, 27.657425, 6.7913365 // 267, 0.257, 0.000, 3296, 1139, 13, 1602936, 28.58812, 6.525547 // 268, 0.257, 0.000, 3296, 1139, 13, 1612099, 29.154455, 6.584705 // 269, 0.257, 0.000, 3296, 1139, 13, 1621086, 29.380198, 7.072613 // 270, 0.257, 0.000, 3296, 1139, 13, 1630431, 30.522772, 6.816114 // 271, 0.257, 0.000, 3296, 1139, 13, 1639901, 31.023762, 7.354625 // 272, 0.257, 0.000, 3296, 1139, 13, 1649733, 32.053467, 6.980249 // 273, 0.257, 0.000, 3296, 1139, 13, 1660139, 32.916832, 7.091831 // 274, 0.257, 0.000, 3296, 1139, 13, 1670331, 34.162376, 7.270538 // 275, 0.257, 0.000, 3296, 1139, 13, 1680623, 34.61386, 8.960608 // 276, 0.257, 0.000, 3296, 1139, 13, 1690876, 35.964355, 8.29928 // 277, 0.257, 0.000, 3296, 1139, 13, 1701413, 37.091087, 8.127922 // 278, 0.257, 0.000, 3296, 1139, 13, 1711695, 38.352474, 8.083389 // 279, 0.257, 0.000, 3296, 1139, 13, 1722538, 38.932674, 8.40458 // 280, 0.257, 0.000, 3296, 1139, 13, 1733464, 39.479206, 8.51837 // 281, 0.257, 0.000, 3296, 1139, 13, 1744450, 40.542576, 8.351113 // 282, 0.257, 0.000, 3296, 1139, 13, 1755588, 41.18218, 8.778824 // 283, 0.257, 0.000, 3296, 1139, 13, 1766709, 41.81386, 9.066365 // 284, 0.257, 0.000, 3296, 1139, 13, 1777770, 42.38812, 9.604654 // 285, 0.257, 0.000, 3296, 1139, 13, 1789044, 43.37822, 9.4247055 // 286, 0.257, 0.000, 3296, 1139, 13, 1800544, 44.354454, 9.716941 // 287, 0.257, 0.000, 3296, 1139, 13, 1812053, 44.560394, 10.864281 // 288, 0.257, 0.000, 3296, 1139, 13, 1823835, 46.368317, 9.485328 // 289, 0.257, 0.000, 3296, 1139, 13, 1835878, 46.845543, 9.757659 // 290, 0.257, 0.000, 3296, 1139, 13, 1847791, 47.40792, 9.869238 // 291, 0.257, 0.000, 3296, 1139, 13, 1860712, 48.059406, 10.485656 // 292, 0.257, 0.000, 3296, 1139, 13, 1873094, 48.633663, 10.769343 // 293, 0.257, 0.000, 3296, 1139, 13, 1885814, 49.90495, 10.033562 // 294, 0.257, 0.000, 3296, 1139, 13, 1898352, 49.92673, 11.755464 // 295, 0.257, 0.000, 3296, 1139, 13, 1910797, 51.40594, 11.007089 // 296, 0.257, 0.000, 3296, 1139, 13, 1923767, 52.736633, 10.160685 // 297, 0.257, 0.000, 3296, 1139, 13, 1936812, 52.835644, 11.490793 // 298, 0.257, 0.000, 3296, 1139, 13, 1950122, 53.829704, 11.686947 // 299, 0.257, 0.000, 3296, 1139, 13, 1963874, 55.427723, 9.703074 // Population size mean, std dev //55.427723, 9.703074 // Finished Evolution. 1963secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 8--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.347, 0.000, 2896, 1539, 3, 1106, 1.274, 0.889339 // 1, 0.347, 0.000, 2896, 1539, 3, 4600, 1.4217821, 1.0727595 // 2, 0.347, 0.000, 2896, 1539, 3, 8165, 1.4811882, 1.0973155 // 3, 0.311, 0.000, 3057, 1378, 3, 12042, 1.7009901, 1.2103918 // 4, 0.311, 0.000, 3057, 1378, 3, 15872, 2.3108912, 1.3366057 // 5, 0.311, 0.000, 3057, 1378, 3, 19964, 3.20198, 1.0692816 // 6, 0.311, 0.000, 3057, 1378, 3, 24091, 3.5544555, 0.9321032 // 7, 0.311, 0.000, 3057, 1378, 3, 28337, 3.708911, 0.98925877 // 8, 0.311, 0.000, 3057, 1378, 3, 32501, 3.540594, 1.0141746 // 9, 0.311, 0.000, 3057, 1378, 3, 36549, 3.1029704, 0.4374673 // 10, 0.311, 0.000, 3057, 1378, 3, 40633, 3.1247525, 0.60548764 // 11, 0.311, 0.000, 3057, 1378, 3, 44653, 3.1168318, 0.5971989 // 12, 0.311, 0.000, 3057, 1378, 3, 48721, 3.1128712, 0.5673744 // 13, 0.311, 0.000, 3057, 1378, 3, 52796, 3.1227722, 0.6042563 // 14, 0.311, 0.000, 3057, 1378, 3, 56884, 3.0732672, 0.37834835 // 15, 0.311, 0.000, 3057, 1378, 3, 60912, 3.128713, 0.69600546 // 16, 0.311, 0.000, 3057, 1378, 3, 65121, 3.1128712, 0.6045482 // 17, 0.311, 0.000, 3057, 1378, 3, 69272, 3.0693069, 0.40436763 // 18, 0.311, 0.000, 3057, 1378, 3, 73372, 3.128713, 0.6111729 // 19, 0.311, 0.000, 3057, 1378, 3, 77430, 3.0851486, 0.58924115 // 20, 0.311, 0.000, 3057, 1378, 3, 81369, 3.0633664, 0.3775169 // 21, 0.311, 0.000, 3057, 1378, 3, 85397, 3.0574257, 0.3862351 // 22, 0.311, 0.000, 3057, 1378, 3, 89637, 3.079208, 0.44684112 // 23, 0.311, 0.000, 3057, 1378, 3, 93743, 3.1188118, 0.6306863 // 24, 0.311, 0.000, 3057, 1378, 3, 97675, 3.1188118, 0.67026204 // 25, 0.311, 0.000, 3057, 1378, 3, 101968, 3.1148515, 0.5364689 // 26, 0.311, 0.000, 3057, 1378, 3, 105939, 3.10099, 0.48716083 // 27, 0.311, 0.000, 3057, 1378, 3, 110001, 3.1029704, 0.60467756 // 28, 0.311, 0.000, 3057, 1378, 3, 114011, 3.0851486, 0.509977 // 29, 0.311, 0.000, 3057, 1378, 3, 118171, 3.0851486, 0.4435196 // 30, 0.311, 0.000, 3057, 1378, 3, 122171, 3.0712872, 0.4739418 // 31, 0.311, 0.000, 3057, 1378, 3, 126289, 3.0712872, 0.41130906 // 32, 0.311, 0.000, 3057, 1378, 3, 130378, 3.0811882, 0.5796398 // 33, 0.311, 0.000, 3057, 1378, 3, 134456, 3.130693, 0.5791337 // 34, 0.311, 0.000, 3057, 1378, 3, 138586, 3.1623762, 0.7455286 // 35, 0.311, 0.000, 3057, 1378, 3, 142732, 3.2059405, 0.7917676 // 36, 0.311, 0.000, 3057, 1378, 3, 146838, 3.508911, 1.3036199 // 37, 0.311, 0.000, 3057, 1378, 3, 151138, 4.140594, 1.7849858 // 38, 0.311, 0.000, 3057, 1378, 3, 155867, 5.540594, 1.926068 // 39, 0.311, 0.000, 3057, 1378, 3, 160881, 6.5287127, 1.4957597 // 40, 0.311, 0.000, 3057, 1378, 3, 165964, 6.9663367, 1.4761659 // 41, 0.311, 0.000, 3057, 1378, 3, 171125, 7.639604, 1.827407 // 42, 0.311, 0.000, 3057, 1378, 3, 176672, 8.732674, 1.8936613 // 43, 0.311, 0.000, 3057, 1378, 3, 182261, 9.514852, 2.085374 // 44, 0.310, 0.000, 3058, 1377, 11, 187889, 10.360396, 2.2144458 // 45, 0.310, 0.000, 3058, 1377, 11, 193710, 10.962377, 2.5213082 // 46, 0.310, 0.000, 3058, 1377, 11, 199931, 11.887129, 2.368341 // 47, 0.297, 0.000, 3120, 1315, 12, 205892, 12.069307, 2.5873148 // 48, 0.297, 0.000, 3120, 1315, 12, 211951, 11.974257, 2.8216512 // 49, 0.297, 0.000, 3120, 1315, 12, 217829, 11.60396, 3.0137625 // 50, 0.297, 0.000, 3120, 1315, 12, 223818, 11.142574, 2.7423112 // 51, 0.297, 0.000, 3120, 1315, 12, 229606, 10.968317, 2.3375928 // 52, 0.297, 0.000, 3120, 1315, 12, 235748, 11.075248, 2.3289557 // 53, 0.297, 0.000, 3120, 1315, 12, 241900, 11.495049, 2.3268695 // 54, 0.297, 0.000, 3120, 1315, 12, 248385, 11.978218, 2.5293353 // 55, 0.297, 0.000, 3120, 1315, 12, 254783, 12.716831, 2.704787 // 56, 0.297, 0.000, 3120, 1315, 12, 261206, 13.483169, 2.632659 // 57, 0.297, 0.000, 3120, 1315, 12, 268192, 14.180198, 2.8089714 // 58, 0.297, 0.000, 3120, 1315, 12, 275193, 14.990099, 2.660661 // 59, 0.297, 0.000, 3120, 1315, 12, 282366, 15.475247, 2.821397 // 60, 0.297, 0.000, 3120, 1315, 12, 289502, 16.039604, 3.2612953 // 61, 0.297, 0.000, 3120, 1315, 12, 296831, 16.766336, 3.8687458 // 62, 0.297, 0.000, 3120, 1315, 12, 304239, 17.728712, 3.479458 // 63, 0.297, 0.000, 3120, 1315, 12, 311741, 18.39802, 4.0037136 // 64, 0.296, 0.000, 3121, 1314, 23, 319394, 19.166336, 3.748539 // 65, 0.296, 0.000, 3121, 1314, 23, 327309, 20.29109, 3.444666 // 66, 0.296, 0.000, 3121, 1314, 20, 335565, 21.017822, 3.6257703 // 67, 0.296, 0.000, 3121, 1314, 16, 343650, 21.419802, 3.9464262 // 68, 0.296, 0.000, 3121, 1314, 16, 351727, 21.542574, 4.222839 // 69, 0.296, 0.000, 3124, 1311, 23, 359967, 21.198019, 4.227259 // 70, 0.296, 0.000, 3124, 1311, 23, 368452, 21.376238, 4.2080812 // 71, 0.296, 0.000, 3124, 1311, 23, 376879, 21.720793, 3.8884478 // 72, 0.296, 0.000, 3124, 1311, 16, 385161, 21.99604, 4.190505 // 73, 0.296, 0.000, 3124, 1311, 16, 393439, 21.726732, 4.39313 // 74, 0.295, 0.000, 3128, 1307, 16, 401689, 21.38416, 4.1586027 // 75, 0.295, 0.000, 3128, 1307, 16, 409819, 21.20396, 4.0310645 // 76, 0.295, 0.000, 3128, 1307, 16, 418064, 21.09109, 4.4610095 // 77, 0.295, 0.000, 3128, 1307, 16, 426067, 20.451485, 4.945862 // 78, 0.295, 0.000, 3128, 1307, 16, 433640, 18.461386, 5.7377534 // 79, 0.295, 0.000, 3128, 1307, 16, 440994, 16.631683, 4.877813 // 80, 0.295, 0.000, 3128, 1307, 16, 448009, 15.89703, 3.874935 // 81, 0.295, 0.000, 3128, 1307, 16, 454902, 14.829703, 3.626456 // 82, 0.295, 0.000, 3128, 1307, 16, 461896, 14.918812, 3.2462254 // 83, 0.295, 0.000, 3128, 1307, 16, 468874, 14.881188, 3.1196806 // 84, 0.295, 0.000, 3128, 1307, 16, 475704, 14.659406, 3.3137643 // 85, 0.295, 0.000, 3128, 1307, 16, 482588, 14.788118, 3.0702455 // 86, 0.295, 0.000, 3128, 1307, 16, 489533, 14.770297, 3.1913705 // 87, 0.295, 0.000, 3128, 1307, 16, 496678, 14.940594, 3.056635 // 88, 0.295, 0.000, 3128, 1307, 16, 503482, 14.572277, 3.4765449 // 89, 0.295, 0.000, 3128, 1307, 16, 510457, 15.148515, 2.7103999 // 90, 0.295, 0.000, 3128, 1307, 16, 517479, 15.235643, 2.7297254 // 91, 0.295, 0.000, 3128, 1307, 16, 524615, 15.152475, 3.374706 // 92, 0.295, 0.000, 3128, 1307, 16, 531754, 15.40396, 3.309629 // 93, 0.295, 0.000, 3128, 1307, 16, 539188, 15.790099, 3.3245997 // 94, 0.295, 0.000, 3128, 1307, 16, 546260, 15.718812, 3.3696563 // 95, 0.295, 0.000, 3128, 1307, 16, 553389, 15.798019, 3.243091 // 96, 0.295, 0.000, 3128, 1307, 16, 560566, 15.754456, 3.543662 // 97, 0.295, 0.000, 3128, 1307, 16, 567575, 15.839604, 3.394812 // 98, 0.295, 0.000, 3128, 1307, 16, 574850, 16.140594, 3.2842295 // 99, 0.295, 0.000, 3128, 1307, 16, 582212, 16.318811, 3.4335783 // 100, 0.295, 0.000, 3128, 1307, 16, 589583, 16.542574, 3.8980422 // 101, 0.295, 0.000, 3128, 1307, 16, 597119, 17.180199, 3.6702125 // 102, 0.295, 0.000, 3128, 1307, 16, 604649, 17.566338, 3.6597955 // 103, 0.295, 0.000, 3128, 1307, 16, 612335, 17.380198, 4.0066814 // 104, 0.294, 0.000, 3130, 1305, 21, 619807, 17.663366, 3.9120972 // 105, 0.294, 0.000, 3132, 1303, 21, 627509, 17.68911, 4.157344 // 106, 0.294, 0.000, 3132, 1303, 21, 635274, 18.146534, 4.2162285 // 107, 0.294, 0.000, 3132, 1303, 21, 642856, 18.483168, 4.1002603 // 108, 0.294, 0.000, 3132, 1303, 21, 650559, 18.538614, 4.5579863 // 109, 0.293, 0.000, 3134, 1301, 21, 658316, 19.08713, 4.2752223 // 110, 0.293, 0.000, 3134, 1301, 21, 666204, 19.170298, 4.270866 // 111, 0.293, 0.000, 3134, 1301, 21, 674074, 19.316832, 4.1742516 // 112, 0.293, 0.000, 3134, 1301, 21, 681639, 19.544554, 3.8283083 // 113, 0.293, 0.000, 3134, 1301, 21, 689361, 19.562376, 3.9018373 // 114, 0.293, 0.000, 3134, 1301, 21, 697349, 19.324753, 4.4013333 // 115, 0.293, 0.000, 3134, 1301, 21, 705121, 19.348515, 4.374693 // 116, 0.293, 0.000, 3134, 1301, 21, 712961, 19.219803, 4.3583493 // 117, 0.293, 0.000, 3134, 1301, 21, 720624, 18.857426, 4.664959 // 118, 0.293, 0.000, 3134, 1301, 21, 728143, 18.857426, 4.674288 // 119, 0.293, 0.000, 3134, 1301, 21, 735743, 19.582178, 3.650808 // 120, 0.293, 0.000, 3134, 1301, 21, 743582, 19.112871, 4.5097413 // 121, 0.293, 0.000, 3134, 1301, 21, 751304, 19.30099, 4.3578243 // 122, 0.293, 0.000, 3134, 1301, 21, 759249, 19.572277, 4.0982018 // 123, 0.293, 0.000, 3134, 1301, 21, 767078, 19.358416, 4.29647 // 124, 0.293, 0.000, 3134, 1301, 21, 774791, 19.358416, 4.250133 // 125, 0.293, 0.000, 3134, 1301, 21, 782531, 19.445545, 4.124001 // 126, 0.293, 0.000, 3134, 1301, 21, 790360, 19.168316, 4.3071895 // 127, 0.292, 0.000, 3138, 1297, 21, 798103, 19.368317, 4.223345 // 128, 0.292, 0.000, 3138, 1297, 21, 805788, 19.445545, 3.9977067 // 129, 0.292, 0.000, 3138, 1297, 21, 813616, 19.447525, 4.3611355 // 130, 0.292, 0.000, 3138, 1297, 21, 821382, 19.340593, 4.150971 // 131, 0.292, 0.000, 3138, 1297, 21, 829197, 19.570297, 3.8475273 // 132, 0.292, 0.000, 3140, 1295, 21, 836975, 19.457426, 4.0225425 // 133, 0.292, 0.000, 3140, 1295, 21, 844828, 19.30297, 4.215635 // 134, 0.292, 0.000, 3140, 1295, 21, 852673, 19.122772, 4.5013494 // 135, 0.292, 0.000, 3140, 1295, 21, 860325, 19.437624, 4.115723 // 136, 0.292, 0.000, 3140, 1295, 21, 867949, 19.136633, 4.5218043 // 137, 0.292, 0.000, 3140, 1295, 21, 875586, 18.934654, 4.7659774 // 138, 0.292, 0.000, 3140, 1295, 21, 883404, 19.544554, 3.9268713 // 139, 0.292, 0.000, 3140, 1295, 21, 891234, 19.275248, 4.1883273 // 140, 0.292, 0.000, 3140, 1295, 21, 898945, 19.328712, 3.9178305 // 141, 0.292, 0.000, 3140, 1295, 21, 906637, 19.209902, 4.4257865 // 142, 0.292, 0.000, 3140, 1295, 21, 914289, 19.184158, 4.452138 // 143, 0.292, 0.000, 3140, 1295, 21, 922074, 19.473267, 3.972159 // 144, 0.292, 0.000, 3140, 1295, 21, 929959, 19.631683, 3.8143806 // 145, 0.292, 0.000, 3140, 1295, 21, 937763, 19.613861, 3.7988276 // 146, 0.292, 0.000, 3140, 1295, 21, 945460, 19.40792, 4.099739 // 147, 0.292, 0.000, 3140, 1295, 21, 953205, 19.160397, 4.368201 // 148, 0.292, 0.000, 3140, 1295, 21, 960905, 19.392078, 3.960294 // 149, 0.292, 0.000, 3140, 1295, 21, 968571, 19.481188, 3.635378 // 150, 0.292, 0.000, 3140, 1295, 21, 976449, 19.427723, 4.2875824 // 151, 0.292, 0.000, 3140, 1295, 21, 984123, 19.019802, 4.591813 // 152, 0.292, 0.000, 3140, 1295, 21, 991835, 19.269306, 4.2115827 // 153, 0.292, 0.000, 3140, 1295, 21, 999430, 19.19604, 4.2727804 // 154, 0.292, 0.000, 3140, 1295, 21, 1006936, 19.146534, 4.4966826 // 155, 0.292, 0.000, 3140, 1295, 21, 1014728, 19.574257, 3.9894614 // 156, 0.292, 0.000, 3140, 1295, 21, 1022425, 19.184158, 4.4222374 // 157, 0.292, 0.000, 3140, 1295, 21, 1030213, 19.431683, 4.085691 // 158, 0.292, 0.000, 3140, 1295, 21, 1038158, 19.40792, 4.1300573 // 159, 0.292, 0.000, 3140, 1295, 21, 1045742, 19.053465, 4.661526 // 160, 0.292, 0.000, 3140, 1295, 21, 1053491, 19.273268, 4.2272735 // 161, 0.292, 0.000, 3140, 1295, 21, 1061193, 19.162376, 4.2446685 // 162, 0.292, 0.000, 3140, 1295, 21, 1068997, 19.538614, 3.8551738 // 163, 0.292, 0.000, 3140, 1295, 21, 1076772, 19.354456, 4.0880284 // 164, 0.292, 0.000, 3140, 1295, 21, 1084695, 19.4, 3.9434633 // 165, 0.292, 0.000, 3140, 1295, 21, 1092491, 19.069307, 4.531203 // 166, 0.292, 0.000, 3140, 1295, 21, 1100308, 19.568317, 3.8455043 // 167, 0.292, 0.000, 3140, 1295, 21, 1108007, 19.350494, 4.093217 // 168, 0.292, 0.000, 3140, 1295, 21, 1115770, 19.572277, 3.8071373 // 169, 0.292, 0.000, 3140, 1295, 21, 1123555, 19.128714, 4.397709 // 170, 0.292, 0.000, 3140, 1295, 21, 1131320, 19.548515, 3.9303474 // 171, 0.292, 0.000, 3140, 1295, 21, 1139241, 19.186138, 4.4129667 // 172, 0.292, 0.000, 3140, 1295, 21, 1146878, 19.447525, 4.2540264 // 173, 0.292, 0.000, 3140, 1295, 21, 1154503, 19.10495, 4.505541 // 174, 0.292, 0.000, 3140, 1295, 21, 1162197, 19.124752, 4.439951 // 175, 0.292, 0.000, 3140, 1295, 21, 1170057, 19.51287, 3.7775195 // 176, 0.292, 0.000, 3140, 1295, 21, 1177956, 19.170298, 4.4185367 // 177, 0.292, 0.000, 3140, 1295, 21, 1185590, 19.570297, 3.837739 // 178, 0.292, 0.000, 3140, 1295, 21, 1193492, 19.481188, 4.1252847 // 179, 0.292, 0.000, 3140, 1295, 21, 1201183, 19.253466, 4.4293222 // 180, 0.292, 0.000, 3140, 1295, 21, 1208791, 19.550495, 3.8704138 // 181, 0.292, 0.000, 3140, 1295, 21, 1216538, 19.372276, 4.3033543 // 182, 0.292, 0.000, 3140, 1295, 21, 1224257, 19.237623, 4.2294316 // 183, 0.292, 0.000, 3140, 1295, 21, 1231968, 19.506931, 4.0252233 // 184, 0.292, 0.000, 3140, 1295, 21, 1239634, 19.714851, 3.77615 // 185, 0.292, 0.000, 3140, 1295, 21, 1247435, 19.338614, 4.4175873 // 186, 0.292, 0.000, 3140, 1295, 21, 1255116, 19.20396, 4.389457 // 187, 0.292, 0.000, 3140, 1295, 21, 1262780, 19.198019, 4.287262 // 188, 0.292, 0.000, 3140, 1295, 21, 1270488, 19.215841, 4.4954267 // 189, 0.292, 0.000, 3140, 1295, 21, 1278119, 19.219803, 4.166484 // 190, 0.292, 0.000, 3140, 1295, 21, 1285798, 19.336634, 4.1560593 // 191, 0.292, 0.000, 3140, 1295, 21, 1293586, 19.447525, 3.923742 // 192, 0.292, 0.000, 3140, 1295, 21, 1301249, 19.649506, 3.726534 // 193, 0.292, 0.000, 3140, 1295, 21, 1308993, 19.154455, 4.4721255 // 194, 0.292, 0.000, 3140, 1295, 21, 1316781, 19.552475, 4.033244 // 195, 0.292, 0.000, 3140, 1295, 21, 1324574, 19.271288, 4.355905 // 196, 0.292, 0.000, 3140, 1295, 21, 1332070, 19.334654, 4.1483493 // 197, 0.291, 0.000, 3143, 1292, 23, 1339863, 19.421782, 3.9878967 // 198, 0.291, 0.000, 3143, 1292, 23, 1347691, 19.665346, 3.7375402 // 199, 0.291, 0.000, 3143, 1292, 23, 1355655, 19.29505, 4.5115986 // 200, 0.291, 0.000, 3144, 1291, 23, 1363365, 19.405941, 4.20885 // 201, 0.291, 0.000, 3144, 1291, 23, 1371227, 19.863367, 3.94556 // 202, 0.291, 0.000, 3144, 1291, 23, 1379203, 20.156435, 4.0790863 // 203, 0.291, 0.000, 3144, 1291, 23, 1387091, 20.564356, 3.980689 // 204, 0.291, 0.000, 3144, 1291, 23, 1394937, 21.372276, 3.8419354 // 205, 0.291, 0.000, 3144, 1291, 23, 1402682, 21.376238, 4.107589 // 206, 0.291, 0.000, 3144, 1291, 23, 1410659, 21.532673, 4.127596 // 207, 0.291, 0.000, 3144, 1291, 23, 1418582, 21.021782, 4.841399 // 208, 0.291, 0.000, 3145, 1290, 23, 1426870, 21.30099, 4.381841 // 209, 0.291, 0.000, 3145, 1290, 23, 1435033, 21.641584, 4.0079417 // 210, 0.291, 0.000, 3145, 1290, 23, 1443465, 21.259405, 4.662263 // 211, 0.291, 0.000, 3145, 1290, 23, 1451653, 21.334654, 4.531614 // 212, 0.291, 0.000, 3145, 1290, 23, 1459507, 21.19208, 4.4748716 // 213, 0.291, 0.000, 3145, 1290, 23, 1467386, 21.4099, 4.2742977 // 214, 0.291, 0.000, 3145, 1290, 23, 1475238, 21.819801, 3.4286551 // 215, 0.291, 0.000, 3145, 1290, 23, 1483151, 21.39604, 4.4572315 // 216, 0.290, 0.000, 3147, 1288, 23, 1491225, 21.198019, 4.6361084 // 217, 0.290, 0.000, 3147, 1288, 23, 1499084, 21.10099, 4.7645235 // 218, 0.290, 0.000, 3147, 1288, 23, 1507216, 21.281189, 4.511382 // 219, 0.290, 0.000, 3147, 1288, 23, 1515511, 21.467327, 4.481802 // 220, 0.290, 0.000, 3147, 1288, 23, 1523463, 21.334654, 4.4147468 // 221, 0.290, 0.000, 3147, 1288, 23, 1531405, 20.940594, 4.9083147 // 222, 0.290, 0.000, 3147, 1288, 23, 1539529, 21.198019, 4.4450893 // 223, 0.290, 0.000, 3150, 1285, 23, 1547425, 20.994059, 4.780532 // 224, 0.290, 0.000, 3150, 1285, 23, 1555490, 21.489109, 4.2084765 // 225, 0.290, 0.000, 3150, 1285, 23, 1563657, 21.435644, 4.4003034 // 226, 0.290, 0.000, 3150, 1285, 23, 1571833, 21.372276, 4.328132 // 227, 0.290, 0.000, 3150, 1285, 23, 1579511, 21.142574, 4.537136 // 228, 0.290, 0.000, 3150, 1285, 23, 1587597, 21.281189, 4.7148485 // 229, 0.290, 0.000, 3150, 1285, 23, 1595730, 20.726732, 5.3754654 // 230, 0.290, 0.000, 3150, 1285, 23, 1603680, 21.564356, 3.8691874 // 231, 0.290, 0.000, 3150, 1285, 23, 1611879, 20.99604, 4.7885942 // 232, 0.290, 0.000, 3150, 1285, 23, 1619957, 21.623762, 3.717371 // 233, 0.290, 0.000, 3150, 1285, 23, 1628019, 21.483168, 4.1320114 // 234, 0.290, 0.000, 3150, 1285, 23, 1636059, 21.312872, 4.3387623 // 235, 0.290, 0.000, 3150, 1285, 23, 1643993, 21.221783, 4.6161895 // 236, 0.290, 0.000, 3150, 1285, 23, 1652097, 21.453465, 4.391977 // 237, 0.290, 0.000, 3150, 1285, 23, 1660208, 21.455446, 4.2990265 // 238, 0.290, 0.000, 3150, 1285, 23, 1668162, 21.281189, 4.5754514 // 239, 0.290, 0.000, 3150, 1285, 23, 1676251, 21.724752, 3.998699 // 240, 0.290, 0.000, 3150, 1285, 23, 1684362, 21.51287, 4.059013 // 241, 0.290, 0.000, 3150, 1285, 23, 1692331, 21.237623, 4.4830785 // 242, 0.290, 0.000, 3150, 1285, 23, 1700177, 21.217821, 4.349588 // 243, 0.290, 0.000, 3150, 1285, 23, 1708316, 21.49505, 4.09158 // 244, 0.290, 0.000, 3150, 1285, 23, 1716169, 21.221783, 4.5076704 // 245, 0.290, 0.000, 3150, 1285, 23, 1724122, 21.316832, 4.2768784 // 246, 0.290, 0.000, 3150, 1285, 23, 1731946, 20.982178, 4.8073483 // 247, 0.290, 0.000, 3150, 1285, 23, 1740054, 21.168316, 4.589423 // 248, 0.290, 0.000, 3150, 1285, 23, 1748133, 21.40792, 4.5052156 // 249, 0.290, 0.000, 3150, 1285, 23, 1756190, 21.265347, 4.4540434 // 250, 0.287, 0.000, 3162, 1273, 23, 1764509, 21.354456, 4.203615 // 251, 0.287, 0.000, 3162, 1273, 23, 1772340, 21.110891, 4.8473306 // 252, 0.287, 0.000, 3162, 1273, 23, 1780421, 21.334654, 4.564269 // 253, 0.287, 0.000, 3163, 1272, 23, 1788384, 21.403961, 4.347202 // 254, 0.287, 0.000, 3163, 1272, 23, 1796553, 21.320791, 4.700126 // 255, 0.287, 0.000, 3163, 1272, 23, 1804670, 21.324753, 4.5907197 // 256, 0.287, 0.000, 3163, 1272, 23, 1812722, 21.780197, 3.8364148 // 257, 0.287, 0.000, 3163, 1272, 23, 1820692, 21.170298, 4.797142 // 258, 0.287, 0.000, 3163, 1272, 23, 1828849, 21.241585, 4.6917915 // 259, 0.287, 0.000, 3163, 1272, 23, 1836713, 21.366337, 4.3063884 // 260, 0.287, 0.000, 3163, 1272, 23, 1844735, 21.540594, 4.129444 // 261, 0.287, 0.000, 3163, 1272, 23, 1852993, 21.378218, 4.40134 // 262, 0.287, 0.000, 3163, 1272, 23, 1860963, 21.029703, 4.7878866 // 263, 0.287, 0.000, 3163, 1272, 23, 1868982, 21.186138, 4.3085246 // 264, 0.287, 0.000, 3163, 1272, 23, 1876944, 21.364357, 4.5128937 // 265, 0.286, 0.000, 3165, 1270, 23, 1885136, 21.586138, 4.0006256 // 266, 0.286, 0.000, 3165, 1270, 23, 1893187, 21.09703, 4.731654 // 267, 0.286, 0.000, 3165, 1270, 23, 1901173, 21.554455, 4.003161 // 268, 0.286, 0.000, 3165, 1270, 23, 1909270, 21.382177, 4.163315 // 269, 0.286, 0.000, 3165, 1270, 23, 1917383, 20.871286, 4.964556 // 270, 0.286, 0.000, 3165, 1270, 23, 1925615, 21.150496, 4.7375774 // 271, 0.286, 0.000, 3165, 1270, 23, 1933632, 21.253466, 4.5204816 // 272, 0.286, 0.000, 3165, 1270, 23, 1941789, 21.198019, 4.631834 // 273, 0.286, 0.000, 3165, 1270, 23, 1949716, 21.510891, 4.049736 // 274, 0.277, 0.000, 3207, 1228, 25, 1957874, 21.368317, 4.2373867 // 275, 0.277, 0.000, 3207, 1228, 25, 1966288, 21.724752, 4.116313 // 276, 0.277, 0.000, 3207, 1228, 25, 1974571, 21.790098, 3.9027212 // 277, 0.277, 0.000, 3207, 1228, 25, 1982559, 20.978218, 5.5090837 // 278, 0.277, 0.000, 3207, 1228, 25, 1990825, 21.80396, 4.919062 // 279, 0.274, 0.000, 3220, 1215, 25, 1999460, 22.726732, 4.6104274 // 280, 0.274, 0.000, 3220, 1215, 25, 2007981, 23.085148, 4.5848126 // 281, 0.274, 0.000, 3220, 1215, 25, 2016795, 23.48713, 4.2519956 // 282, 0.274, 0.000, 3220, 1215, 25, 2025222, 23.30693, 4.470682 // 283, 0.274, 0.000, 3220, 1215, 25, 2033797, 23.328712, 4.5200224 // 284, 0.274, 0.000, 3220, 1215, 25, 2042234, 23.231684, 4.488463 // 285, 0.274, 0.000, 3220, 1215, 25, 2050933, 23.673267, 3.9679656 // 286, 0.274, 0.000, 3220, 1215, 25, 2059591, 23.550495, 4.2288437 // 287, 0.274, 0.000, 3222, 1213, 25, 2068040, 23.198019, 4.489422 // 288, 0.274, 0.000, 3222, 1213, 25, 2076613, 23.1901, 4.6526375 // 289, 0.274, 0.000, 3222, 1213, 25, 2085402, 23.158417, 4.8304567 // 290, 0.274, 0.000, 3222, 1213, 25, 2094012, 23.217821, 4.709389 // 291, 0.274, 0.000, 3222, 1213, 25, 2102664, 23.259405, 4.6105866 // 292, 0.274, 0.000, 3222, 1213, 25, 2111026, 23.5901, 4.1430197 // 293, 0.274, 0.000, 3222, 1213, 25, 2119755, 23.445545, 4.27443 // 294, 0.274, 0.000, 3222, 1213, 25, 2128537, 23.324753, 4.213307 // 295, 0.274, 0.000, 3222, 1213, 25, 2137379, 23.285149, 4.530853 // 296, 0.274, 0.000, 3222, 1213, 25, 2145689, 23.233664, 4.6078787 // 297, 0.273, 0.000, 3223, 1212, 25, 2154282, 23.439604, 4.070275 // 298, 0.273, 0.000, 3223, 1212, 25, 2162939, 23.48713, 4.197625 // 299, 0.273, 0.000, 3223, 1212, 25, 2171651, 23.223763, 4.539748 // Population size mean, std dev //23.223763, 4.539748 // Finished Evolution. 2171secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 9--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.391, 0.000, 2700, 1735, 7, 976, 1.256, 0.9604498 // 1, 0.376, 0.000, 2768, 1667, 5, 4520, 1.3128713, 1.1013639 // 2, 0.358, 0.000, 2846, 1589, 5, 8167, 1.7247524, 1.7725859 // 3, 0.338, 0.000, 2937, 1498, 9, 12257, 2.9029703, 2.5825942 // 4, 0.302, 0.000, 3096, 1339, 3, 16700, 4.4811883, 2.4919953 // 5, 0.302, 0.000, 3096, 1339, 3, 21440, 5.5287127, 1.8794538 // 6, 0.302, 0.000, 3096, 1339, 3, 26378, 6.170297, 1.7851722 // 7, 0.296, 0.000, 3123, 1312, 5, 31318, 6.8, 2.0454245 // 8, 0.296, 0.000, 3123, 1312, 5, 36061, 6.2554455, 2.350499 // 9, 0.296, 0.000, 3123, 1312, 5, 40656, 5.1069307, 1.909966 // 10, 0.296, 0.000, 3123, 1312, 5, 45088, 5.39802, 1.7860835 // 11, 0.290, 0.000, 3148, 1287, 5, 49868, 5.859406, 1.7159812 // 12, 0.290, 0.000, 3151, 1284, 5, 54473, 5.3544555, 1.5021785 // 13, 0.290, 0.000, 3151, 1284, 5, 59132, 5.0772276, 1.1115847 // 14, 0.290, 0.000, 3151, 1284, 5, 63705, 4.9029703, 0.70112425 // 15, 0.290, 0.000, 3151, 1284, 5, 68284, 4.883168, 0.80112296 // 16, 0.276, 0.000, 3210, 1225, 5, 72801, 4.9326735, 0.79566896 // 17, 0.276, 0.000, 3210, 1225, 5, 77376, 4.887129, 0.76890886 // 18, 0.276, 0.000, 3210, 1225, 5, 81865, 4.8574257, 0.77297866 // 19, 0.276, 0.000, 3210, 1225, 5, 86455, 4.889109, 0.7254749 // 20, 0.276, 0.000, 3210, 1225, 5, 91029, 4.8039603, 0.7114229 // 21, 0.276, 0.000, 3210, 1225, 5, 95487, 4.9227724, 0.6835951 // 22, 0.276, 0.000, 3210, 1225, 5, 99841, 4.918812, 0.8152887 // 23, 0.276, 0.000, 3210, 1225, 5, 104197, 4.841584, 0.79019535 // 24, 0.276, 0.000, 3210, 1225, 5, 108463, 4.8950496, 0.77515566 // 25, 0.276, 0.000, 3210, 1225, 5, 112973, 4.948515, 0.70452607 // 26, 0.265, 0.000, 3260, 1175, 7, 117294, 4.887129, 0.80661345 // 27, 0.265, 0.000, 3260, 1175, 7, 121859, 4.9128714, 0.7038313 // 28, 0.265, 0.000, 3260, 1175, 7, 126267, 4.9504952, 0.8202416 // 29, 0.261, 0.000, 3279, 1156, 7, 130662, 4.930693, 0.91907555 // 30, 0.261, 0.000, 3279, 1156, 7, 135231, 5.2257423, 1.1347488 // 31, 0.249, 0.000, 3331, 1104, 7, 139897, 5.7960396, 1.2602 // 32, 0.249, 0.000, 3331, 1104, 7, 144735, 6.370297, 1.3047928 // 33, 0.249, 0.000, 3331, 1104, 7, 149507, 6.760396, 1.2773796 // 34, 0.249, 0.000, 3331, 1104, 7, 154272, 6.877228, 1.3862042 // 35, 0.249, 0.000, 3331, 1104, 7, 159076, 6.8475246, 1.372473 // 36, 0.249, 0.000, 3331, 1104, 7, 163870, 6.790099, 1.2119452 // 37, 0.249, 0.000, 3331, 1104, 7, 168781, 6.756436, 1.0744921 // 38, 0.249, 0.000, 3331, 1104, 7, 173389, 6.760396, 1.0790604 // 39, 0.249, 0.000, 3331, 1104, 7, 178151, 6.69901, 1.0974772 // 40, 0.249, 0.000, 3331, 1104, 7, 182916, 6.742574, 1.165965 // 41, 0.249, 0.000, 3331, 1104, 7, 187694, 6.8554454, 1.0757908 // 42, 0.249, 0.000, 3331, 1104, 7, 192496, 6.8099008, 1.2709652 // 43, 0.249, 0.000, 3331, 1104, 7, 197361, 7.2732673, 1.4283475 // 44, 0.249, 0.000, 3331, 1104, 7, 202463, 7.841584, 1.6163322 // 45, 0.249, 0.000, 3331, 1104, 7, 207644, 8.449505, 1.4991504 // 46, 0.249, 0.000, 3331, 1104, 7, 212864, 8.730693, 1.4848247 // 47, 0.249, 0.000, 3331, 1104, 7, 218220, 8.928713, 1.7173734 // 48, 0.248, 0.000, 3334, 1101, 10, 223625, 9.423762, 1.9596492 // 49, 0.248, 0.000, 3334, 1101, 10, 229117, 10.178218, 1.8476418 // 50, 0.248, 0.000, 3337, 1098, 10, 234655, 10.417822, 1.674998 // 51, 0.248, 0.000, 3337, 1098, 10, 240228, 10.465346, 1.7244003 // 52, 0.246, 0.000, 3342, 1093, 10, 245892, 10.504951, 2.0090072 // 53, 0.246, 0.000, 3342, 1093, 10, 251575, 10.237624, 2.0717235 // 54, 0.246, 0.000, 3342, 1093, 10, 256950, 9.728713, 1.881558 // 55, 0.246, 0.000, 3342, 1093, 10, 262505, 9.6613865, 1.6668524 // 56, 0.246, 0.000, 3342, 1093, 10, 268061, 9.554456, 1.6820228 // 57, 0.246, 0.000, 3342, 1093, 10, 273568, 9.641584, 1.4597725 // 58, 0.246, 0.000, 3342, 1093, 10, 279093, 9.568316, 1.4155401 // 59, 0.246, 0.000, 3342, 1093, 10, 284338, 9.609901, 1.4129155 // 60, 0.246, 0.000, 3342, 1093, 10, 289836, 9.548515, 1.5827376 // 61, 0.246, 0.000, 3342, 1093, 10, 295251, 9.59802, 1.4888374 // 62, 0.246, 0.000, 3342, 1093, 10, 300669, 9.605941, 1.4560072 // 63, 0.246, 0.000, 3342, 1093, 10, 306211, 9.497029, 1.5026375 // 64, 0.246, 0.000, 3342, 1093, 10, 311763, 9.524753, 1.5957497 // 65, 0.246, 0.000, 3342, 1093, 10, 317190, 9.522772, 1.5402147 // 66, 0.246, 0.000, 3342, 1093, 10, 322565, 9.350495, 1.7445594 // 67, 0.246, 0.000, 3342, 1093, 10, 327998, 9.580198, 1.3951821 // 68, 0.246, 0.000, 3342, 1093, 10, 333342, 9.50099, 1.4827397 // 69, 0.246, 0.000, 3342, 1093, 10, 338653, 9.5366335, 1.5244362 // 70, 0.246, 0.000, 3342, 1093, 10, 344143, 9.378218, 1.837327 // 71, 0.246, 0.000, 3342, 1093, 10, 349726, 9.483169, 1.6143568 // 72, 0.246, 0.000, 3342, 1093, 10, 355157, 9.50099, 1.6351658 // 73, 0.246, 0.000, 3342, 1093, 10, 360717, 9.415842, 1.7914362 // 74, 0.246, 0.000, 3342, 1093, 10, 365931, 9.481188, 1.7933177 // 75, 0.246, 0.000, 3342, 1093, 10, 371352, 9.798019, 1.471446 // 76, 0.246, 0.000, 3342, 1093, 10, 376741, 10.031683, 1.833405 // 77, 0.246, 0.000, 3342, 1093, 10, 382407, 10.621782, 2.084721 // 78, 0.246, 0.000, 3342, 1093, 10, 388499, 11.221782, 1.831067 // 79, 0.246, 0.000, 3342, 1093, 10, 394287, 11.39802, 1.9463084 // 80, 0.246, 0.000, 3342, 1093, 10, 400436, 11.70495, 1.9905937 // 81, 0.246, 0.000, 3342, 1093, 10, 406491, 12.108911, 2.2218597 // 82, 0.246, 0.000, 3342, 1093, 10, 412733, 13.065347, 2.0191383 // 83, 0.246, 0.000, 3342, 1093, 10, 419029, 13.30297, 2.1821294 // 84, 0.246, 0.000, 3342, 1093, 10, 425309, 13.477228, 2.1415193 // 85, 0.246, 0.000, 3342, 1093, 10, 431656, 13.570297, 2.3805125 // 86, 0.246, 0.000, 3342, 1093, 10, 438192, 14.110891, 2.899569 // 87, 0.246, 0.000, 3342, 1093, 10, 444746, 14.829703, 2.844257 // 88, 0.246, 0.000, 3342, 1093, 10, 451364, 15.178218, 2.8002691 // 89, 0.246, 0.000, 3345, 1090, 16, 458195, 15.429703, 3.2438085 // 90, 0.246, 0.000, 3345, 1090, 16, 464920, 16.419802, 2.8077 // 91, 0.246, 0.000, 3345, 1090, 16, 471861, 16.974257, 2.7699528 // 92, 0.244, 0.000, 3351, 1084, 18, 478884, 17.130693, 2.902157 // 93, 0.244, 0.000, 3351, 1084, 18, 486039, 17.150496, 3.291321 // 94, 0.244, 0.000, 3351, 1084, 18, 493199, 16.920792, 3.2435238 // 95, 0.244, 0.000, 3351, 1084, 18, 500182, 16.740595, 3.1925035 // 96, 0.244, 0.000, 3354, 1081, 18, 507317, 17.239603, 3.2627594 // 97, 0.243, 0.000, 3359, 1076, 20, 514433, 18.162376, 3.3027709 // 98, 0.243, 0.000, 3359, 1076, 20, 521687, 18.649506, 3.3728564 // 99, 0.243, 0.000, 3359, 1076, 18, 528860, 18.596039, 3.2198687 // 100, 0.243, 0.000, 3359, 1076, 18, 535880, 17.916832, 3.4853296 // 101, 0.242, 0.000, 3360, 1075, 20, 543209, 18.231684, 3.1206367 // 102, 0.241, 0.000, 3365, 1070, 22, 550722, 18.31089, 3.6163015 // 103, 0.241, 0.000, 3365, 1070, 22, 558096, 18.960396, 3.5245156 // 104, 0.241, 0.000, 3365, 1070, 22, 565476, 19.211882, 3.6081066 // 105, 0.241, 0.000, 3365, 1070, 22, 572954, 19.663366, 3.2714698 // 106, 0.241, 0.000, 3365, 1070, 22, 580543, 19.516832, 3.7717266 // 107, 0.241, 0.000, 3365, 1070, 22, 588073, 19.661386, 4.211039 // 108, 0.241, 0.000, 3365, 1070, 22, 595912, 20.491089, 3.6744256 // 109, 0.241, 0.000, 3365, 1070, 22, 603618, 20.619802, 3.638898 // 110, 0.241, 0.000, 3365, 1070, 22, 611140, 20.665346, 3.9946635 // 111, 0.241, 0.000, 3365, 1070, 22, 618787, 20.473267, 4.1098537 // 112, 0.241, 0.000, 3365, 1070, 22, 626518, 20.944555, 3.3104773 // 113, 0.241, 0.000, 3365, 1070, 22, 634205, 20.817822, 3.6574225 // 114, 0.241, 0.000, 3365, 1070, 22, 641845, 20.544554, 4.259704 // 115, 0.241, 0.000, 3365, 1070, 22, 649374, 20.873268, 4.2589164 // 116, 0.241, 0.000, 3365, 1070, 22, 657080, 21.405941, 3.890523 // 117, 0.240, 0.000, 3372, 1063, 24, 665104, 21.920792, 4.204392 // 118, 0.240, 0.000, 3372, 1063, 24, 673133, 22.607922, 4.015401 // 119, 0.240, 0.000, 3372, 1063, 24, 681287, 22.58812, 4.567714 // 120, 0.240, 0.000, 3372, 1063, 24, 689691, 22.819801, 4.536016 // 121, 0.240, 0.000, 3372, 1063, 24, 698001, 23.334654, 4.137838 // 122, 0.240, 0.000, 3372, 1063, 24, 705920, 22.853466, 4.3525724 // 123, 0.240, 0.000, 3372, 1063, 24, 713940, 22.863367, 3.9350035 // 124, 0.240, 0.000, 3372, 1063, 24, 722029, 22.586138, 4.2047873 // 125, 0.240, 0.000, 3372, 1063, 24, 730078, 22.79604, 3.724146 // 126, 0.240, 0.000, 3372, 1063, 24, 738163, 22.827723, 3.7527578 // 127, 0.240, 0.000, 3372, 1063, 24, 746139, 22.29505, 4.716735 // 128, 0.240, 0.000, 3372, 1063, 24, 754240, 22.50495, 4.3822937 // 129, 0.240, 0.000, 3372, 1063, 24, 762272, 23.027723, 3.4381657 // 130, 0.240, 0.000, 3372, 1063, 24, 770455, 22.578218, 4.804116 // 131, 0.240, 0.000, 3372, 1063, 24, 778798, 23.364357, 4.307246 // 132, 0.240, 0.000, 3372, 1063, 24, 786859, 23.714851, 4.872013 // 133, 0.240, 0.000, 3372, 1063, 24, 795201, 24.467327, 4.7177153 // 134, 0.240, 0.000, 3372, 1063, 24, 803774, 24.914852, 4.5103436 // 135, 0.239, 0.000, 3373, 1062, 26, 812795, 25.582178, 4.2693577 // 136, 0.239, 0.000, 3373, 1062, 26, 821624, 25.378218, 5.748657 // 137, 0.239, 0.000, 3373, 1062, 26, 830437, 26.328712, 4.731912 // 138, 0.239, 0.000, 3373, 1062, 26, 839716, 26.675247, 3.8089924 // 139, 0.239, 0.000, 3373, 1062, 26, 848544, 26.128714, 4.7584476 // 140, 0.239, 0.000, 3373, 1062, 26, 857271, 25.382177, 4.9314637 // 141, 0.239, 0.000, 3373, 1062, 26, 866136, 25.021782, 4.614391 // 142, 0.239, 0.000, 3373, 1062, 26, 875036, 24.611881, 4.7198625 // 143, 0.239, 0.000, 3373, 1062, 26, 883537, 24.655445, 4.129119 // 144, 0.239, 0.000, 3373, 1062, 26, 892324, 24.617823, 4.2508545 // 145, 0.239, 0.000, 3373, 1062, 26, 901007, 24.625742, 4.40483 // 146, 0.239, 0.000, 3373, 1062, 26, 909771, 24.617823, 4.590394 // 147, 0.239, 0.000, 3373, 1062, 26, 918531, 24.728712, 5.0529547 // 148, 0.239, 0.000, 3373, 1062, 26, 927175, 25.607922, 4.591072 // 149, 0.239, 0.000, 3373, 1062, 26, 936176, 26.144554, 4.8376536 // 150, 0.239, 0.000, 3373, 1062, 26, 945056, 26.360395, 4.6883984 // 151, 0.239, 0.000, 3373, 1062, 26, 953904, 26.463366, 4.7673793 // 152, 0.239, 0.000, 3373, 1062, 26, 962985, 26.596039, 4.9965563 // 153, 0.239, 0.000, 3373, 1062, 26, 971992, 27.039604, 5.327157 // 154, 0.239, 0.000, 3373, 1062, 26, 981249, 27.843565, 5.0968103 // 155, 0.239, 0.000, 3374, 1061, 30, 990351, 28.10495, 5.110163 // 156, 0.239, 0.000, 3374, 1061, 30, 999522, 28.49703, 4.5966454 // 157, 0.239, 0.000, 3374, 1061, 30, 1008855, 28.48515, 4.9312286 // 158, 0.239, 0.000, 3374, 1061, 30, 1018083, 28.285149, 5.2766886 // 159, 0.239, 0.000, 3374, 1061, 28, 1027230, 28.138615, 5.3381276 // 160, 0.239, 0.000, 3374, 1061, 28, 1036094, 28.156435, 5.3895097 // 161, 0.239, 0.000, 3374, 1061, 28, 1045376, 28.174257, 5.1689653 // 162, 0.239, 0.000, 3374, 1061, 28, 1054168, 28.263367, 5.236957 // 163, 0.239, 0.000, 3374, 1061, 26, 1063205, 28.172277, 5.4080954 // 164, 0.239, 0.000, 3374, 1061, 26, 1072350, 28.332674, 5.4689174 // 165, 0.239, 0.000, 3374, 1061, 26, 1081284, 28.39406, 5.7468996 // 166, 0.239, 0.000, 3374, 1061, 26, 1090548, 29.067327, 5.323157 // 167, 0.239, 0.000, 3374, 1061, 26, 1099880, 29.516832, 5.92596 // 168, 0.239, 0.000, 3374, 1061, 26, 1109360, 30.312872, 5.4063687 // 169, 0.239, 0.000, 3374, 1061, 26, 1118648, 30.370296, 5.625922 // 170, 0.239, 0.000, 3374, 1061, 26, 1128040, 30.90693, 5.7901587 // 171, 0.239, 0.000, 3374, 1061, 26, 1137722, 31.469307, 5.896766 // 172, 0.239, 0.000, 3374, 1061, 26, 1147497, 32.76832, 5.2380586 // 173, 0.239, 0.000, 3374, 1061, 26, 1157574, 32.8198, 5.742427 // 174, 0.239, 0.000, 3374, 1061, 26, 1167451, 33.461388, 5.9422064 // 175, 0.239, 0.000, 3374, 1061, 26, 1177561, 33.154457, 7.7280354 // 176, 0.239, 0.000, 3374, 1061, 26, 1188091, 34.980198, 5.5293627 // 177, 0.239, 0.000, 3374, 1061, 26, 1198218, 35.362377, 5.963031 // 178, 0.239, 0.000, 3374, 1061, 26, 1208927, 35.752476, 6.517311 // 179, 0.239, 0.000, 3374, 1061, 26, 1219366, 35.655445, 7.604328 // 180, 0.239, 0.000, 3374, 1061, 26, 1230194, 36.572277, 7.0858383 // 181, 0.239, 0.000, 3374, 1061, 26, 1240642, 36.772278, 7.7483697 // 182, 0.239, 0.000, 3374, 1061, 26, 1251663, 37.251484, 7.534621 // 183, 0.239, 0.000, 3374, 1061, 26, 1262601, 37.881187, 6.4732304 // 184, 0.239, 0.000, 3374, 1061, 26, 1273515, 37.932674, 7.3011146 // 185, 0.239, 0.000, 3374, 1061, 26, 1284237, 38.190098, 7.7661123 // 186, 0.239, 0.000, 3374, 1061, 26, 1295020, 39.152473, 7.1848755 // 187, 0.239, 0.000, 3374, 1061, 26, 1306231, 39.849506, 7.743216 // 188, 0.239, 0.000, 3374, 1061, 26, 1317968, 40.736633, 7.7623076 // 189, 0.239, 0.000, 3374, 1061, 26, 1329549, 41.366337, 7.8419056 // 190, 0.239, 0.000, 3374, 1061, 26, 1341228, 41.49703, 7.88736 // 191, 0.239, 0.000, 3374, 1061, 26, 1352994, 41.465347, 8.505283 // 192, 0.239, 0.000, 3374, 1061, 26, 1365039, 42.560394, 8.140408 // 193, 0.239, 0.000, 3374, 1061, 26, 1376978, 42.122772, 9.683549 // 194, 0.239, 0.000, 3374, 1061, 26, 1388733, 43.320793, 8.717342 // 195, 0.239, 0.000, 3374, 1061, 26, 1400616, 44.560394, 7.2067676 // 196, 0.239, 0.000, 3374, 1061, 26, 1412741, 45.02376, 7.9085965 // 197, 0.239, 0.000, 3374, 1061, 26, 1425108, 45.41188, 8.477855 // 198, 0.239, 0.000, 3374, 1061, 26, 1437313, 45.20396, 10.218792 // 199, 0.239, 0.000, 3374, 1061, 26, 1449824, 45.982178, 9.914774 // 200, 0.239, 0.000, 3374, 1061, 26, 1462034, 46.229702, 10.649168 // 201, 0.239, 0.000, 3374, 1061, 26, 1474499, 47.059406, 9.842944 // 202, 0.239, 0.000, 3374, 1061, 26, 1487605, 48.27921, 8.580146 // 203, 0.239, 0.000, 3374, 1061, 26, 1500096, 47.752476, 10.478843 // 204, 0.239, 0.000, 3374, 1061, 26, 1513074, 47.570297, 11.586082 // 205, 0.239, 0.000, 3374, 1061, 26, 1526079, 48.883167, 10.61087 // 206, 0.239, 0.000, 3374, 1061, 26, 1538979, 49.37822, 10.990064 // 207, 0.239, 0.000, 3374, 1061, 26, 1552121, 49.704952, 11.008808 // 208, 0.239, 0.000, 3374, 1061, 26, 1565285, 51.61188, 9.243664 // 209, 0.239, 0.000, 3374, 1061, 26, 1578432, 51.340595, 10.486901 // 210, 0.239, 0.000, 3374, 1061, 26, 1591515, 51.89307, 10.1706505 // 211, 0.239, 0.000, 3374, 1061, 26, 1604765, 52.251484, 9.990205 // 212, 0.239, 0.000, 3374, 1061, 26, 1618355, 52.81782, 10.891297 // 213, 0.239, 0.000, 3374, 1061, 26, 1632482, 53.857426, 10.0757265 // 214, 0.239, 0.000, 3374, 1061, 26, 1645800, 53.0297, 12.027089 // 215, 0.239, 0.000, 3374, 1061, 26, 1659791, 54.140594, 11.936058 // 216, 0.239, 0.000, 3374, 1061, 26, 1674160, 55.550495, 10.762143 // 217, 0.239, 0.000, 3374, 1061, 26, 1688450, 55.916832, 10.874843 // 218, 0.239, 0.000, 3374, 1061, 26, 1702678, 57.051487, 11.310957 // 219, 0.239, 0.000, 3374, 1061, 26, 1716967, 57.051487, 11.379903 // 220, 0.239, 0.000, 3374, 1061, 26, 1730779, 57.756435, 11.432024 // 221, 0.239, 0.000, 3374, 1061, 26, 1744930, 57.843563, 11.932549 // 222, 0.239, 0.000, 3374, 1061, 26, 1759078, 59.07525, 11.203169 // 223, 0.239, 0.000, 3374, 1061, 26, 1773251, 58.243565, 13.675375 // 224, 0.239, 0.000, 3374, 1061, 26, 1787963, 60.253464, 10.810118 // 225, 0.239, 0.000, 3374, 1061, 26, 1802423, 60.522774, 12.0695915 // 226, 0.239, 0.000, 3374, 1061, 26, 1816967, 61.340595, 12.735804 // 227, 0.239, 0.000, 3374, 1061, 26, 1831672, 61.538612, 13.2322445 // 228, 0.239, 0.000, 3374, 1061, 26, 1846569, 63.62178, 11.897491 // 229, 0.239, 0.000, 3374, 1061, 26, 1861221, 62.439606, 14.677282 // 230, 0.239, 0.000, 3374, 1061, 26, 1875919, 64.58218, 13.258215 // 231, 0.239, 0.000, 3374, 1061, 26, 1890868, 64.78218, 13.210547 // 232, 0.239, 0.000, 3374, 1061, 26, 1906349, 65.687126, 12.3757105 // 233, 0.239, 0.000, 3374, 1061, 26, 1921561, 65.8099, 14.253289 // 234, 0.239, 0.000, 3374, 1061, 26, 1937225, 66.68317, 14.671151 // 235, 0.239, 0.000, 3374, 1061, 26, 1952686, 67.67326, 13.655696 // 236, 0.239, 0.000, 3374, 1061, 26, 1968468, 67.728714, 15.179831 // 237, 0.239, 0.000, 3374, 1061, 26, 1984173, 70.548515, 11.076262 // 238, 0.239, 0.000, 3374, 1061, 26, 1999850, 70.44158, 13.139817 // 239, 0.239, 0.000, 3374, 1061, 26, 2015955, 70.178215, 14.606392 // 240, 0.239, 0.000, 3374, 1061, 26, 2032371, 72.21386, 13.036064 // 241, 0.239, 0.000, 3374, 1061, 26, 2049380, 72.40792, 14.186863 // 242, 0.239, 0.000, 3374, 1061, 26, 2065393, 73.37426, 13.752415 // 243, 0.239, 0.000, 3374, 1061, 26, 2081608, 74.60396, 13.402607 // 244, 0.239, 0.000, 3374, 1061, 26, 2098243, 75.98614, 12.222766 // 245, 0.239, 0.000, 3374, 1061, 26, 2115463, 75.52277, 14.549736 // 246, 0.239, 0.000, 3374, 1061, 26, 2132464, 77.00198, 14.261953 // 247, 0.239, 0.000, 3374, 1061, 26, 2149868, 77.71485, 14.388733 // 248, 0.239, 0.000, 3374, 1061, 26, 2167186, 78.27327, 15.729789 // 249, 0.239, 0.000, 3374, 1061, 26, 2184564, 79.077225, 14.549753 // 250, 0.239, 0.000, 3374, 1061, 26, 2202004, 79.312874, 15.712925 // 251, 0.239, 0.000, 3374, 1061, 26, 2219472, 80.67921, 15.244684 // 252, 0.239, 0.000, 3374, 1061, 26, 2237415, 82.05743, 12.684536 // 253, 0.239, 0.000, 3374, 1061, 26, 2255059, 81.144554, 16.076342 // 254, 0.239, 0.000, 3374, 1061, 26, 2273117, 83.21188, 13.837241 // 255, 0.239, 0.000, 3374, 1061, 26, 2291494, 83.24356, 15.257362 // 256, 0.239, 0.000, 3374, 1061, 26, 2309407, 83.50297, 16.27246 // 257, 0.239, 0.000, 3374, 1061, 26, 2327602, 84.46336, 16.084053 // 258, 0.239, 0.000, 3374, 1061, 26, 2345755, 84.28515, 17.525135 // 259, 0.239, 0.000, 3374, 1061, 26, 2364330, 85.52871, 16.161568 // 260, 0.239, 0.000, 3374, 1061, 26, 2382795, 84.99208, 18.005926 // 261, 0.239, 0.000, 3374, 1061, 26, 2401166, 87.31683, 14.416093 // 262, 0.239, 0.000, 3374, 1061, 26, 2419992, 86.94653, 18.11042 // 263, 0.239, 0.000, 3374, 1061, 26, 2438900, 87.95049, 17.925587 // 264, 0.239, 0.000, 3374, 1061, 26, 2458380, 89.77624, 15.999741 // 265, 0.239, 0.000, 3374, 1061, 26, 2477607, 89.74258, 16.53608 // 266, 0.239, 0.000, 3374, 1061, 26, 2496705, 89.94852, 18.541168 // 267, 0.239, 0.000, 3374, 1061, 26, 2516035, 89.88317, 19.217455 // 268, 0.239, 0.000, 3374, 1061, 26, 2535365, 91.716835, 16.578678 // 269, 0.239, 0.000, 3374, 1061, 26, 2554563, 90.14257, 20.753424 // 270, 0.239, 0.000, 3374, 1061, 26, 2573892, 92.09109, 17.750082 // 271, 0.239, 0.000, 3374, 1061, 26, 2593388, 93.05148, 17.568254 // 272, 0.239, 0.000, 3374, 1061, 26, 2613459, 93.81188, 17.029558 // 273, 0.239, 0.000, 3374, 1061, 26, 2633148, 95.04752, 16.671633 // 274, 0.239, 0.000, 3374, 1061, 26, 2653214, 94.53465, 19.375479 // 275, 0.239, 0.000, 3374, 1061, 26, 2672928, 94.540596, 19.127987 // 276, 0.239, 0.000, 3374, 1061, 26, 2693145, 95.792076, 19.163565 // 277, 0.239, 0.000, 3374, 1061, 26, 2713429, 97.26733, 17.518713 // 278, 0.239, 0.000, 3374, 1061, 26, 2733961, 97.05148, 18.797777 // 279, 0.239, 0.000, 3374, 1061, 26, 2754060, 98.039604, 17.967146 // 280, 0.239, 0.000, 3374, 1061, 26, 2774614, 99.25941, 17.234735 // 281, 0.239, 0.000, 3374, 1061, 26, 2795228, 98.88317, 19.11785 // 282, 0.239, 0.000, 3374, 1061, 26, 2816051, 99.489105, 19.402903 // 283, 0.239, 0.000, 3374, 1061, 26, 2836838, 101.79406, 16.35041 // 284, 0.239, 0.000, 3374, 1061, 26, 2857827, 101.52079, 18.131006 // 285, 0.239, 0.000, 3374, 1061, 26, 2878313, 103.16238, 16.076721 // 286, 0.239, 0.000, 3374, 1061, 26, 2898795, 101.57624, 20.820734 // 287, 0.239, 0.000, 3374, 1061, 26, 2919869, 103.249504, 18.422054 // 288, 0.239, 0.000, 3374, 1061, 26, 2940613, 103.49901, 19.277882 // 289, 0.239, 0.000, 3374, 1061, 26, 2961388, 104.16039, 19.553038 // 290, 0.239, 0.000, 3374, 1061, 26, 2983376, 106.3604, 15.684138 // 291, 0.239, 0.000, 3374, 1061, 26, 3005060, 105.07921, 21.796219 // 292, 0.239, 0.000, 3374, 1061, 26, 3026518, 107.12673, 19.522324 // 293, 0.239, 0.000, 3374, 1061, 26, 3048412, 108.68119, 18.224083 // 294, 0.239, 0.000, 3374, 1061, 26, 3070719, 110.06337, 17.892939 // 295, 0.239, 0.000, 3374, 1061, 26, 3093020, 110.93663, 18.221779 // 296, 0.239, 0.000, 3374, 1061, 26, 3114926, 110.96238, 20.253159 // 297, 0.239, 0.000, 3374, 1061, 26, 3137141, 111.207924, 20.598799 // 298, 0.239, 0.000, 3374, 1061, 26, 3158956, 111.750496, 21.467567 // 299, 0.239, 0.000, 3374, 1061, 26, 3180640, 111.552475, 23.404434 // Population size mean, std dev //111.552475, 23.404434 // Finished Evolution. 3180secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Generation Gap Method: 1 Run: 0--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.383, 0.000, 2737, 1698, 3, 949, 1.222, 0.8128444 // 1, 0.383, 0.000, 2737, 1698, 3, 4431, 1.15, 0.6352165 // 2, 0.383, 0.000, 2737, 1698, 3, 8150, 1.196, 0.78075856 // 3, 0.307, 0.000, 3075, 1360, 5, 11993, 1.312, 0.7366518 // 4, 0.307, 0.000, 3075, 1360, 5, 15791, 2.066, 1.0476853 // 5, 0.307, 0.000, 3075, 1360, 5, 19987, 3.096, 0.4967738 // 6, 0.299, 0.000, 3109, 1326, 5, 24140, 3.356, 0.83502376 // 7, 0.292, 0.000, 3140, 1295, 5, 28593, 3.74, 1.0061808 // 8, 0.292, 0.000, 3140, 1295, 5, 32841, 4.832, 0.5690151 // 9, 0.292, 0.000, 3140, 1295, 5, 37575, 5.0, 0.0 // 10, 0.290, 0.000, 3147, 1288, 5, 42078, 5.0, 0.0 // 11, 0.287, 0.000, 3161, 1274, 5, 46809, 5.0, 0.0 // 12, 0.287, 0.000, 3161, 1274, 5, 51228, 5.0, 0.0 // 13, 0.285, 0.000, 3170, 1265, 5, 56137, 5.0, 0.0 // 14, 0.285, 0.000, 3170, 1265, 5, 60613, 5.0, 0.0 // 15, 0.285, 0.000, 3170, 1265, 5, 65484, 5.0, 0.0 // 16, 0.285, 0.000, 3170, 1265, 5, 69974, 5.0, 0.0 // 17, 0.285, 0.000, 3170, 1265, 5, 74595, 5.0, 0.0 // 18, 0.285, 0.000, 3170, 1265, 5, 78872, 5.0, 0.0 // 19, 0.285, 0.000, 3170, 1265, 5, 83594, 5.0, 0.0 // 20, 0.285, 0.000, 3170, 1265, 5, 88105, 5.0, 0.0 // 21, 0.285, 0.000, 3170, 1265, 5, 92584, 5.0, 0.0 // 22, 0.285, 0.000, 3170, 1265, 5, 96864, 5.0, 0.0 // 23, 0.285, 0.000, 3170, 1265, 5, 101532, 5.0, 0.0 // 24, 0.285, 0.000, 3170, 1265, 5, 105780, 5.0, 0.0 // 25, 0.285, 0.000, 3170, 1265, 5, 110511, 5.0, 0.0 // 26, 0.285, 0.000, 3170, 1265, 5, 114799, 5.0, 0.0 // 27, 0.285, 0.000, 3170, 1265, 5, 119342, 5.0, 0.0 // 28, 0.285, 0.000, 3170, 1265, 5, 123861, 5.0, 0.0 // 29, 0.285, 0.000, 3170, 1265, 5, 128296, 5.0, 0.0 // 30, 0.285, 0.000, 3170, 1265, 5, 132583, 5.0, 0.0 // 31, 0.285, 0.000, 3170, 1265, 5, 136937, 5.0, 0.0 // 32, 0.285, 0.000, 3170, 1265, 5, 141409, 5.0, 0.0 // 33, 0.285, 0.000, 3170, 1265, 5, 146043, 5.0, 0.0 // 34, 0.285, 0.000, 3170, 1265, 5, 150596, 5.0, 0.0 // 35, 0.285, 0.000, 3170, 1265, 5, 155306, 5.0, 0.0 // 36, 0.285, 0.000, 3170, 1265, 5, 159858, 5.0, 0.0 // 37, 0.285, 0.000, 3170, 1265, 5, 164403, 5.0, 0.0 // 38, 0.285, 0.000, 3170, 1265, 5, 168698, 5.0, 0.0 // 39, 0.285, 0.000, 3170, 1265, 5, 173376, 5.0, 0.0 // 40, 0.285, 0.000, 3170, 1265, 5, 177755, 5.0, 0.0 // 41, 0.285, 0.000, 3170, 1265, 5, 182419, 5.0, 0.0 // 42, 0.285, 0.000, 3170, 1265, 5, 186788, 5.0, 0.0 // 43, 0.285, 0.000, 3170, 1265, 5, 191356, 5.0, 0.0 // 44, 0.285, 0.000, 3170, 1265, 5, 195716, 5.0, 0.0 // 45, 0.285, 0.000, 3170, 1265, 5, 200212, 5.0, 0.0 // 46, 0.285, 0.000, 3170, 1265, 5, 204700, 5.0, 0.0 // 47, 0.285, 0.000, 3170, 1265, 5, 209286, 5.0, 0.0 // 48, 0.285, 0.000, 3170, 1265, 5, 213763, 5.0, 0.0 // 49, 0.285, 0.000, 3170, 1265, 5, 218337, 5.0, 0.0 // 50, 0.285, 0.000, 3170, 1265, 5, 222741, 5.0, 0.0 // 51, 0.285, 0.000, 3170, 1265, 5, 227436, 5.0, 0.0 // 52, 0.285, 0.000, 3170, 1265, 5, 231918, 5.0, 0.0 // 53, 0.285, 0.000, 3170, 1265, 5, 236426, 5.0, 0.0 // 54, 0.285, 0.000, 3170, 1265, 5, 240703, 5.0, 0.0 // 55, 0.285, 0.000, 3170, 1265, 5, 245201, 5.0, 0.0 // 56, 0.285, 0.000, 3170, 1265, 5, 249642, 5.0, 0.0 // 57, 0.285, 0.000, 3170, 1265, 5, 254231, 5.0, 0.0 // 58, 0.285, 0.000, 3170, 1265, 5, 258726, 5.0, 0.0 // 59, 0.285, 0.000, 3170, 1265, 5, 263289, 5.0, 0.0 // 60, 0.285, 0.000, 3170, 1265, 5, 267735, 5.0, 0.0 // 61, 0.285, 0.000, 3170, 1265, 5, 272444, 5.0, 0.0 // 62, 0.285, 0.000, 3170, 1265, 5, 277028, 5.0, 0.0 // 63, 0.285, 0.000, 3170, 1265, 5, 281673, 5.0, 0.0 // 64, 0.285, 0.000, 3170, 1265, 5, 286110, 5.0, 0.0 // 65, 0.285, 0.000, 3170, 1265, 5, 290714, 5.0, 0.0 // 66, 0.285, 0.000, 3170, 1265, 5, 295267, 5.0, 0.0 // 67, 0.285, 0.000, 3170, 1265, 5, 299847, 5.0, 0.0 // 68, 0.285, 0.000, 3170, 1265, 5, 304116, 5.0, 0.0 // 69, 0.285, 0.000, 3170, 1265, 5, 308571, 5.0, 0.0 // 70, 0.285, 0.000, 3170, 1265, 5, 313121, 5.0, 0.0 // 71, 0.285, 0.000, 3170, 1265, 5, 317648, 5.0, 0.0 // 72, 0.285, 0.000, 3170, 1265, 5, 321929, 5.0, 0.0 // 73, 0.285, 0.000, 3170, 1265, 5, 326369, 5.0, 0.0 // 74, 0.285, 0.000, 3170, 1265, 5, 330762, 5.0, 0.0 // 75, 0.285, 0.000, 3170, 1265, 5, 335409, 5.0, 0.0 // 76, 0.285, 0.000, 3170, 1265, 5, 339915, 5.0, 0.0 // 77, 0.285, 0.000, 3170, 1265, 5, 344421, 5.0, 0.0 // 78, 0.285, 0.000, 3170, 1265, 5, 348883, 5.0, 0.0 // 79, 0.285, 0.000, 3170, 1265, 5, 353532, 5.0, 0.0 // 80, 0.285, 0.000, 3170, 1265, 5, 357866, 5.0, 0.0 // 81, 0.285, 0.000, 3170, 1265, 5, 362509, 5.0, 0.0 // 82, 0.285, 0.000, 3170, 1265, 5, 366923, 5.0, 0.0 // 83, 0.285, 0.000, 3170, 1265, 5, 371427, 5.0, 0.0 // 84, 0.285, 0.000, 3170, 1265, 5, 375848, 5.0, 0.0 // 85, 0.285, 0.000, 3170, 1265, 5, 380503, 5.0, 0.0 // 86, 0.285, 0.000, 3170, 1265, 5, 385074, 5.0, 0.0 // 87, 0.285, 0.000, 3170, 1265, 5, 389743, 5.0, 0.0 // 88, 0.285, 0.000, 3170, 1265, 5, 394245, 5.0, 0.0 // 89, 0.285, 0.000, 3170, 1265, 5, 398929, 5.0, 0.0 // 90, 0.285, 0.000, 3170, 1265, 5, 403384, 5.0, 0.0 // 91, 0.285, 0.000, 3170, 1265, 5, 408031, 5.0, 0.0 // 92, 0.285, 0.000, 3170, 1265, 5, 412519, 5.0, 0.0 // 93, 0.285, 0.000, 3170, 1265, 5, 417084, 5.0, 0.0 // 94, 0.285, 0.000, 3170, 1265, 5, 421571, 5.0, 0.0 // 95, 0.285, 0.000, 3170, 1265, 5, 426025, 5.0, 0.0 // 96, 0.285, 0.000, 3170, 1265, 5, 430368, 5.0, 0.0 // 97, 0.285, 0.000, 3170, 1265, 5, 434789, 5.0, 0.0 // 98, 0.285, 0.000, 3170, 1265, 5, 439398, 5.0, 0.0 // 99, 0.285, 0.000, 3170, 1265, 5, 443859, 5.0, 0.0 // 100, 0.285, 0.000, 3170, 1265, 5, 448195, 5.0, 0.0 // 101, 0.285, 0.000, 3170, 1265, 5, 452711, 5.0, 0.0 // 102, 0.285, 0.000, 3170, 1265, 5, 457128, 5.0, 0.0 // 103, 0.285, 0.000, 3170, 1265, 5, 461886, 5.0, 0.0 // 104, 0.285, 0.000, 3170, 1265, 5, 466181, 5.0, 0.0 // 105, 0.285, 0.000, 3170, 1265, 5, 470791, 5.0, 0.0 // 106, 0.285, 0.000, 3170, 1265, 5, 475234, 5.0, 0.0 // 107, 0.285, 0.000, 3170, 1265, 5, 479924, 5.0, 0.0 // 108, 0.285, 0.000, 3170, 1265, 5, 484324, 5.0, 0.0 // 109, 0.285, 0.000, 3170, 1265, 5, 488853, 5.0, 0.0 // 110, 0.285, 0.000, 3170, 1265, 5, 493181, 5.0, 0.0 // 111, 0.285, 0.000, 3170, 1265, 5, 497757, 5.0, 0.0 // 112, 0.285, 0.000, 3170, 1265, 5, 502175, 5.0, 0.0 // 113, 0.285, 0.000, 3170, 1265, 5, 506676, 5.0, 0.0 // 114, 0.285, 0.000, 3170, 1265, 5, 510988, 5.0, 0.0 // 115, 0.285, 0.000, 3170, 1265, 5, 515562, 5.0, 0.0 // 116, 0.285, 0.000, 3170, 1265, 5, 520028, 5.0, 0.0 // 117, 0.285, 0.000, 3170, 1265, 5, 524571, 5.0, 0.0 // 118, 0.285, 0.000, 3170, 1265, 5, 529031, 5.0, 0.0 // 119, 0.285, 0.000, 3170, 1265, 5, 533643, 5.0, 0.0 // 120, 0.285, 0.000, 3170, 1265, 5, 538100, 5.0, 0.0 // 121, 0.285, 0.000, 3170, 1265, 5, 542717, 5.0, 0.0 // 122, 0.285, 0.000, 3170, 1265, 5, 547150, 5.0, 0.0 // 123, 0.285, 0.000, 3170, 1265, 5, 551669, 5.0, 0.0 // 124, 0.285, 0.000, 3170, 1265, 5, 556121, 5.0, 0.0 // 125, 0.285, 0.000, 3170, 1265, 5, 560759, 5.0, 0.0 // 126, 0.285, 0.000, 3170, 1265, 5, 565207, 5.0, 0.0 // 127, 0.285, 0.000, 3170, 1265, 5, 569919, 5.0, 0.0 // 128, 0.285, 0.000, 3170, 1265, 5, 574408, 5.0, 0.0 // 129, 0.285, 0.000, 3170, 1265, 5, 579020, 5.0, 0.0 // 130, 0.285, 0.000, 3170, 1265, 5, 583362, 5.0, 0.0 // 131, 0.285, 0.000, 3170, 1265, 5, 588000, 5.0, 0.0 // 132, 0.285, 0.000, 3170, 1265, 5, 592445, 5.0, 0.0 // 133, 0.285, 0.000, 3170, 1265, 5, 596946, 5.0, 0.0 // 134, 0.285, 0.000, 3170, 1265, 5, 601388, 5.0, 0.0 // 135, 0.285, 0.000, 3170, 1265, 5, 605890, 5.0, 0.0 // 136, 0.285, 0.000, 3170, 1265, 5, 610395, 5.0, 0.0 // 137, 0.285, 0.000, 3170, 1265, 5, 614961, 5.0, 0.0 // 138, 0.285, 0.000, 3170, 1265, 5, 619483, 5.0, 0.0 // 139, 0.285, 0.000, 3170, 1265, 5, 624054, 5.0, 0.0 // 140, 0.285, 0.000, 3170, 1265, 5, 628478, 5.0, 0.0 // 141, 0.285, 0.000, 3170, 1265, 5, 633114, 5.0, 0.0 // 142, 0.285, 0.000, 3170, 1265, 5, 637677, 5.0, 0.0 // 143, 0.285, 0.000, 3170, 1265, 5, 642319, 5.0, 0.0 // 144, 0.285, 0.000, 3170, 1265, 5, 646754, 5.0, 0.0 // 145, 0.285, 0.000, 3170, 1265, 5, 651182, 5.0, 0.0 // 146, 0.285, 0.000, 3170, 1265, 5, 655702, 5.0, 0.0 // 147, 0.285, 0.000, 3170, 1265, 5, 660219, 5.0, 0.0 // 148, 0.285, 0.000, 3170, 1265, 5, 664543, 5.0, 0.0 // 149, 0.285, 0.000, 3170, 1265, 5, 669197, 5.0, 0.0 // 150, 0.285, 0.000, 3170, 1265, 5, 673626, 5.0, 0.0 // 151, 0.285, 0.000, 3170, 1265, 5, 678147, 5.0, 0.0 // 152, 0.285, 0.000, 3170, 1265, 5, 682476, 5.0, 0.0 // 153, 0.285, 0.000, 3170, 1265, 5, 686983, 5.0, 0.0 // 154, 0.285, 0.000, 3170, 1265, 5, 691352, 5.0, 0.0 // 155, 0.285, 0.000, 3170, 1265, 5, 695999, 5.0, 0.0 // 156, 0.285, 0.000, 3170, 1265, 5, 700451, 5.0, 0.0 // 157, 0.285, 0.000, 3170, 1265, 5, 705086, 5.0, 0.0 // 158, 0.285, 0.000, 3170, 1265, 5, 709380, 5.0, 0.0 // 159, 0.285, 0.000, 3170, 1265, 5, 714021, 5.0, 0.0 // 160, 0.285, 0.000, 3170, 1265, 5, 718365, 5.0, 0.0 // 161, 0.285, 0.000, 3170, 1265, 5, 722945, 5.0, 0.0 // 162, 0.285, 0.000, 3170, 1265, 5, 727179, 5.0, 0.0 // 163, 0.285, 0.000, 3170, 1265, 5, 731632, 5.0, 0.0 // 164, 0.285, 0.000, 3170, 1265, 5, 735998, 5.0, 0.0 // 165, 0.285, 0.000, 3170, 1265, 5, 740646, 5.0, 0.0 // 166, 0.285, 0.000, 3170, 1265, 5, 745105, 5.0, 0.0 // 167, 0.285, 0.000, 3170, 1265, 5, 749664, 5.0, 0.0 // 168, 0.285, 0.000, 3170, 1265, 5, 754033, 5.0, 0.0 // 169, 0.285, 0.000, 3170, 1265, 5, 758562, 5.0, 0.0 // 170, 0.285, 0.000, 3170, 1265, 5, 763123, 5.0, 0.0 // 171, 0.285, 0.000, 3170, 1265, 5, 767849, 5.0, 0.0 // 172, 0.285, 0.000, 3170, 1265, 5, 772166, 5.0, 0.0 // 173, 0.285, 0.000, 3170, 1265, 5, 776768, 5.0, 0.0 // 174, 0.285, 0.000, 3170, 1265, 5, 781255, 5.0, 0.0 // 175, 0.285, 0.000, 3170, 1265, 5, 785962, 5.0, 0.0 // 176, 0.285, 0.000, 3170, 1265, 5, 790588, 5.0, 0.0 // 177, 0.285, 0.000, 3170, 1265, 5, 795201, 5.0, 0.0 // 178, 0.285, 0.000, 3170, 1265, 5, 799617, 5.0, 0.0 // 179, 0.285, 0.000, 3170, 1265, 5, 804289, 5.0, 0.0 // 180, 0.285, 0.000, 3170, 1265, 5, 808763, 5.0, 0.0 // 181, 0.285, 0.000, 3170, 1265, 5, 813434, 5.0, 0.0 // 182, 0.285, 0.000, 3170, 1265, 5, 817896, 5.0, 0.0 // 183, 0.285, 0.000, 3170, 1265, 5, 822577, 5.0, 0.0 // 184, 0.285, 0.000, 3170, 1265, 5, 827073, 5.0, 0.0 // 185, 0.285, 0.000, 3170, 1265, 5, 831615, 5.0, 0.0 // 186, 0.285, 0.000, 3170, 1265, 5, 836103, 5.0, 0.0 // 187, 0.285, 0.000, 3170, 1265, 5, 840660, 5.0, 0.0 // 188, 0.285, 0.000, 3170, 1265, 5, 845017, 5.0, 0.0 // 189, 0.285, 0.000, 3170, 1265, 5, 849710, 5.0, 0.0 // 190, 0.285, 0.000, 3170, 1265, 5, 854151, 5.0, 0.0 // 191, 0.285, 0.000, 3170, 1265, 5, 858850, 5.0, 0.0 // 192, 0.285, 0.000, 3170, 1265, 5, 863257, 5.0, 0.0 // 193, 0.285, 0.000, 3170, 1265, 5, 867869, 5.0, 0.0 // 194, 0.285, 0.000, 3170, 1265, 5, 872275, 5.0, 0.0 // 195, 0.285, 0.000, 3170, 1265, 5, 876847, 5.0, 0.0 // 196, 0.285, 0.000, 3170, 1265, 5, 881308, 5.0, 0.0 // 197, 0.285, 0.000, 3170, 1265, 5, 886015, 5.0, 0.0 // 198, 0.285, 0.000, 3170, 1265, 5, 890495, 5.0, 0.0 // 199, 0.285, 0.000, 3170, 1265, 5, 894974, 5.0, 0.0 // 200, 0.285, 0.000, 3170, 1265, 5, 899384, 5.0, 0.0 // 201, 0.285, 0.000, 3170, 1265, 5, 903870, 5.0, 0.0 // 202, 0.285, 0.000, 3170, 1265, 5, 908334, 5.0, 0.0 // 203, 0.285, 0.000, 3170, 1265, 5, 912982, 5.0, 0.0 // 204, 0.285, 0.000, 3170, 1265, 5, 917487, 5.0, 0.0 // 205, 0.285, 0.000, 3170, 1265, 5, 922071, 5.0, 0.0 // 206, 0.285, 0.000, 3170, 1265, 5, 926581, 5.0, 0.0 // 207, 0.285, 0.000, 3170, 1265, 5, 931235, 5.0, 0.0 // 208, 0.285, 0.000, 3170, 1265, 5, 935933, 5.0, 0.0 // 209, 0.285, 0.000, 3170, 1265, 5, 940520, 5.0, 0.0 // 210, 0.285, 0.000, 3170, 1265, 5, 944832, 5.0, 0.0 // 211, 0.285, 0.000, 3170, 1265, 5, 949427, 5.0, 0.0 // 212, 0.285, 0.000, 3170, 1265, 5, 953893, 5.0, 0.0 // 213, 0.285, 0.000, 3170, 1265, 5, 958339, 5.0, 0.0 // 214, 0.285, 0.000, 3170, 1265, 5, 962761, 5.0, 0.0 // 215, 0.285, 0.000, 3170, 1265, 5, 967433, 5.0, 0.0 // 216, 0.285, 0.000, 3170, 1265, 5, 971791, 5.0, 0.0 // 217, 0.285, 0.000, 3170, 1265, 5, 976282, 5.0, 0.0 // 218, 0.285, 0.000, 3170, 1265, 5, 980697, 5.0, 0.0 // 219, 0.285, 0.000, 3170, 1265, 5, 985119, 5.0, 0.0 // 220, 0.285, 0.000, 3170, 1265, 5, 989571, 5.0, 0.0 // 221, 0.285, 0.000, 3170, 1265, 5, 994283, 5.0, 0.0 // 222, 0.285, 0.000, 3170, 1265, 5, 998721, 5.0, 0.0 // 223, 0.285, 0.000, 3170, 1265, 5, 1003281, 5.0, 0.0 // 224, 0.285, 0.000, 3170, 1265, 5, 1007784, 5.0, 0.0 // 225, 0.285, 0.000, 3170, 1265, 5, 1012566, 5.0, 0.0 // 226, 0.285, 0.000, 3170, 1265, 5, 1017058, 5.0, 0.0 // 227, 0.285, 0.000, 3170, 1265, 5, 1021772, 5.0, 0.0 // 228, 0.285, 0.000, 3170, 1265, 5, 1026287, 5.0, 0.0 // 229, 0.285, 0.000, 3170, 1265, 5, 1030871, 5.0, 0.0 // 230, 0.285, 0.000, 3170, 1265, 5, 1035234, 5.0, 0.0 // 231, 0.285, 0.000, 3170, 1265, 5, 1039835, 5.0, 0.0 // 232, 0.285, 0.000, 3170, 1265, 5, 1044258, 5.0, 0.0 // 233, 0.285, 0.000, 3170, 1265, 5, 1048843, 5.0, 0.0 // 234, 0.285, 0.000, 3170, 1265, 5, 1053144, 5.0, 0.0 // 235, 0.285, 0.000, 3170, 1265, 5, 1057741, 5.0, 0.0 // 236, 0.285, 0.000, 3170, 1265, 5, 1062248, 5.0, 0.0 // 237, 0.285, 0.000, 3170, 1265, 5, 1066806, 5.0, 0.0 // 238, 0.285, 0.000, 3170, 1265, 5, 1071144, 5.0, 0.0 // 239, 0.285, 0.000, 3170, 1265, 5, 1075761, 5.0, 0.0 // 240, 0.285, 0.000, 3170, 1265, 5, 1080153, 5.0, 0.0 // 241, 0.285, 0.000, 3170, 1265, 5, 1084754, 5.0, 0.0 // 242, 0.285, 0.000, 3170, 1265, 5, 1089154, 5.0, 0.0 // 243, 0.285, 0.000, 3170, 1265, 5, 1093872, 5.0, 0.0 // 244, 0.285, 0.000, 3170, 1265, 5, 1098388, 5.0, 0.0 // 245, 0.285, 0.000, 3170, 1265, 5, 1103036, 5.0, 0.0 // 246, 0.285, 0.000, 3170, 1265, 5, 1107454, 5.0, 0.0 // 247, 0.285, 0.000, 3170, 1265, 5, 1112181, 5.0, 0.0 // 248, 0.285, 0.000, 3170, 1265, 5, 1116592, 5.0, 0.0 // 249, 0.285, 0.000, 3170, 1265, 5, 1121210, 5.0, 0.0 // 250, 0.285, 0.000, 3170, 1265, 5, 1125637, 5.0, 0.0 // 251, 0.285, 0.000, 3170, 1265, 5, 1130358, 5.0, 0.0 // 252, 0.285, 0.000, 3170, 1265, 5, 1134863, 5.0, 0.0 // 253, 0.285, 0.000, 3170, 1265, 5, 1139424, 5.0, 0.0 // 254, 0.285, 0.000, 3170, 1265, 5, 1143826, 5.0, 0.0 // 255, 0.285, 0.000, 3170, 1265, 5, 1148563, 5.0, 0.0 // 256, 0.285, 0.000, 3170, 1265, 5, 1153044, 5.0, 0.0 // 257, 0.285, 0.000, 3170, 1265, 5, 1157729, 5.0, 0.0 // 258, 0.285, 0.000, 3170, 1265, 5, 1162202, 5.0, 0.0 // 259, 0.285, 0.000, 3170, 1265, 5, 1166766, 5.0, 0.0 // 260, 0.285, 0.000, 3170, 1265, 5, 1171345, 5.0, 0.0 // 261, 0.285, 0.000, 3170, 1265, 5, 1175912, 5.0, 0.0 // 262, 0.285, 0.000, 3170, 1265, 5, 1180307, 5.0, 0.0 // 263, 0.285, 0.000, 3170, 1265, 5, 1184857, 5.0, 0.0 // 264, 0.285, 0.000, 3170, 1265, 5, 1189267, 5.0, 0.0 // 265, 0.285, 0.000, 3170, 1265, 5, 1193706, 5.0, 0.0 // 266, 0.285, 0.000, 3170, 1265, 5, 1198216, 5.0, 0.0 // 267, 0.285, 0.000, 3170, 1265, 5, 1202722, 5.0, 0.0 // 268, 0.285, 0.000, 3170, 1265, 5, 1207068, 5.0, 0.0 // 269, 0.285, 0.000, 3170, 1265, 5, 1211641, 5.0, 0.0 // 270, 0.285, 0.000, 3170, 1265, 5, 1216151, 5.0, 0.0 // 271, 0.285, 0.000, 3170, 1265, 5, 1220790, 5.0, 0.0 // 272, 0.285, 0.000, 3170, 1265, 5, 1225311, 5.0, 0.0 // 273, 0.285, 0.000, 3170, 1265, 5, 1229924, 5.0, 0.0 // 274, 0.285, 0.000, 3170, 1265, 5, 1234550, 5.0, 0.0 // 275, 0.285, 0.000, 3170, 1265, 5, 1239165, 5.0, 0.0 // 276, 0.285, 0.000, 3170, 1265, 5, 1243418, 5.0, 0.0 // 277, 0.285, 0.000, 3170, 1265, 5, 1247902, 5.0, 0.0 // 278, 0.285, 0.000, 3170, 1265, 5, 1252435, 5.0, 0.0 // 279, 0.285, 0.000, 3170, 1265, 5, 1257081, 5.0, 0.0 // 280, 0.285, 0.000, 3170, 1265, 5, 1261503, 5.0, 0.0 // 281, 0.285, 0.000, 3170, 1265, 5, 1266092, 5.0, 0.0 // 282, 0.285, 0.000, 3170, 1265, 5, 1270556, 5.0, 0.0 // 283, 0.285, 0.000, 3170, 1265, 5, 1275238, 5.0, 0.0 // 284, 0.285, 0.000, 3170, 1265, 5, 1279682, 5.0, 0.0 // 285, 0.285, 0.000, 3170, 1265, 5, 1284107, 5.0, 0.0 // 286, 0.285, 0.000, 3170, 1265, 5, 1288518, 5.0, 0.0 // 287, 0.285, 0.000, 3170, 1265, 5, 1293136, 5.0, 0.0 // 288, 0.285, 0.000, 3170, 1265, 5, 1297471, 5.0, 0.0 // 289, 0.285, 0.000, 3170, 1265, 5, 1302082, 5.0, 0.0 // 290, 0.285, 0.000, 3170, 1265, 5, 1306411, 5.0, 0.0 // 291, 0.285, 0.000, 3170, 1265, 5, 1311121, 5.0, 0.0 // 292, 0.285, 0.000, 3170, 1265, 5, 1315717, 5.0, 0.0 // 293, 0.285, 0.000, 3170, 1265, 5, 1320201, 5.0, 0.0 // 294, 0.285, 0.000, 3170, 1265, 5, 1324714, 5.0, 0.0 // 295, 0.285, 0.000, 3170, 1265, 5, 1329322, 5.0, 0.0 // 296, 0.285, 0.000, 3170, 1265, 5, 1333666, 5.0, 0.0 // 297, 0.285, 0.000, 3170, 1265, 5, 1338314, 5.0, 0.0 // 298, 0.285, 0.000, 3170, 1265, 5, 1342865, 5.0, 0.0 // 299, 0.285, 0.000, 3170, 1265, 5, 1347480, 5.0, 0.0 // Population size mean, std dev //5.0, 0.0 // Finished Evolution. 1347secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 1--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.352, 0.000, 2876, 1559, 7, 1136, 1.31, 1.0723339 // 1, 0.352, 0.000, 2876, 1559, 7, 4887, 1.326, 1.0787604 // 2, 0.352, 0.000, 2876, 1559, 7, 8353, 1.578, 1.5937115 // 3, 0.341, 0.000, 2922, 1513, 4, 12326, 3.114, 2.5442097 // 4, 0.332, 0.000, 2961, 1474, 6, 16819, 6.292, 1.169077 // 5, 0.332, 0.000, 2961, 1474, 6, 21660, 6.754, 1.1972799 // 6, 0.310, 0.000, 3059, 1376, 4, 26344, 6.598, 1.8287686 // 7, 0.308, 0.000, 3069, 1366, 8, 31268, 5.768, 1.9209826 // 8, 0.308, 0.000, 3069, 1366, 8, 35969, 5.406, 1.3450509 // 9, 0.296, 0.000, 3123, 1312, 3, 40752, 5.16, 1.7048169 // 10, 0.295, 0.000, 3127, 1308, 5, 45263, 4.65, 1.4763125 // 11, 0.295, 0.000, 3127, 1308, 5, 50190, 5.792, 1.9971827 // 12, 0.295, 0.000, 3127, 1308, 5, 54928, 6.25, 2.0306406 // 13, 0.287, 0.000, 3164, 1271, 7, 59506, 4.312, 1.4610472 // 14, 0.261, 0.000, 3277, 1158, 8, 64306, 3.956, 1.4345952 // 15, 0.261, 0.000, 3277, 1158, 8, 69209, 4.262, 1.4592314 // 16, 0.261, 0.000, 3277, 1158, 8, 74032, 5.842, 1.1632003 // 17, 0.261, 0.000, 3277, 1158, 8, 78956, 6.192, 1.1380419 // 18, 0.261, 0.000, 3278, 1157, 8, 83820, 6.26, 1.300922 // 19, 0.261, 0.000, 3278, 1157, 8, 89347, 7.352, 1.0237635 // 20, 0.261, 0.000, 3278, 1157, 8, 94955, 8.0, 0.17887895 // 21, 0.261, 0.000, 3278, 1157, 8, 100804, 8.0, 0.0 // 22, 0.261, 0.000, 3278, 1157, 8, 106284, 8.0, 0.0 // 23, 0.261, 0.000, 3278, 1157, 8, 112101, 8.0, 0.0 // 24, 0.261, 0.000, 3278, 1157, 8, 117565, 8.0, 0.0 // 25, 0.261, 0.000, 3278, 1157, 8, 123479, 8.0, 0.0 // 26, 0.261, 0.000, 3278, 1157, 8, 129035, 8.0, 0.0 // 27, 0.261, 0.000, 3278, 1157, 8, 134763, 8.0, 0.0 // 28, 0.261, 0.000, 3278, 1157, 8, 140189, 8.0, 0.0 // 29, 0.261, 0.000, 3278, 1157, 8, 145880, 8.0, 0.0 // 30, 0.261, 0.000, 3278, 1157, 8, 151497, 8.0, 0.0 // 31, 0.261, 0.000, 3278, 1157, 8, 157136, 8.0, 0.0 // 32, 0.261, 0.000, 3278, 1157, 8, 162789, 8.0, 0.0 // 33, 0.261, 0.000, 3278, 1157, 8, 168506, 8.0, 0.0 // 34, 0.261, 0.000, 3278, 1157, 8, 173944, 8.0, 0.0 // 35, 0.261, 0.000, 3278, 1157, 8, 179653, 8.0, 0.0 // 36, 0.261, 0.000, 3278, 1157, 8, 184964, 8.0, 0.0 // 37, 0.261, 0.000, 3278, 1157, 8, 190551, 8.0, 0.0 // 38, 0.261, 0.000, 3278, 1157, 8, 196096, 8.0, 0.0 // 39, 0.261, 0.000, 3278, 1157, 8, 201762, 8.0, 0.0 // 40, 0.261, 0.000, 3278, 1157, 8, 207095, 8.0, 0.0 // 41, 0.261, 0.000, 3278, 1157, 8, 212703, 8.0, 0.0 // 42, 0.261, 0.000, 3278, 1157, 8, 218162, 8.0, 0.0 // 43, 0.261, 0.000, 3278, 1157, 8, 223837, 8.0, 0.0 // 44, 0.261, 0.000, 3278, 1157, 8, 229435, 8.0, 0.0 // 45, 0.261, 0.000, 3278, 1157, 8, 234981, 8.0, 0.0 // 46, 0.261, 0.000, 3278, 1157, 8, 240617, 8.0, 0.0 // 47, 0.261, 0.000, 3278, 1157, 8, 246144, 8.0, 0.0 // 48, 0.261, 0.000, 3278, 1157, 8, 251479, 8.0, 0.0 // 49, 0.261, 0.000, 3278, 1157, 8, 257148, 8.0, 0.0 // 50, 0.261, 0.000, 3278, 1157, 8, 262579, 8.0, 0.0 // 51, 0.261, 0.000, 3278, 1157, 8, 268314, 8.0, 0.0 // 52, 0.261, 0.000, 3278, 1157, 8, 273988, 8.0, 0.0 // 53, 0.261, 0.000, 3278, 1157, 8, 279622, 8.0, 0.0 // 54, 0.261, 0.000, 3278, 1157, 8, 285123, 8.0, 0.0 // 55, 0.261, 0.000, 3278, 1157, 8, 290852, 8.0, 0.0 // 56, 0.260, 0.000, 3282, 1153, 10, 296341, 8.004, 0.08937548 // 57, 0.260, 0.000, 3282, 1153, 10, 301864, 8.02, 0.19898884 // 58, 0.260, 0.000, 3282, 1153, 10, 307314, 8.056, 0.32995674 // 59, 0.260, 0.000, 3282, 1153, 10, 313136, 8.192, 0.58917725 // 60, 0.260, 0.000, 3282, 1153, 10, 318996, 8.536, 0.8858364 // 61, 0.260, 0.000, 3282, 1153, 10, 325018, 9.12, 0.99277556 // 62, 0.260, 0.000, 3282, 1153, 10, 330824, 9.844, 0.53634536 // 63, 0.260, 0.000, 3282, 1153, 10, 336817, 10.0, 0.0 // 64, 0.260, 0.000, 3282, 1153, 10, 342734, 10.0, 0.0 // 65, 0.260, 0.000, 3282, 1153, 10, 348933, 10.0, 0.0 // 66, 0.260, 0.000, 3282, 1153, 10, 354732, 10.0, 0.0 // 67, 0.260, 0.000, 3282, 1153, 10, 360979, 10.0, 0.0 // 68, 0.260, 0.000, 3282, 1153, 10, 366925, 10.0, 0.0 // 69, 0.260, 0.000, 3282, 1153, 10, 372786, 10.0, 0.0 // 70, 0.260, 0.000, 3282, 1153, 10, 378577, 10.0, 0.0 // 71, 0.260, 0.000, 3282, 1153, 10, 384416, 10.0, 0.0 // 72, 0.260, 0.000, 3282, 1153, 10, 390403, 10.0, 0.0 // 73, 0.260, 0.000, 3282, 1153, 10, 396398, 10.0, 0.0 // 74, 0.260, 0.000, 3282, 1153, 10, 402210, 10.0, 0.0 // 75, 0.260, 0.000, 3283, 1152, 12, 408228, 10.004, 0.08937548 // 76, 0.260, 0.000, 3283, 1152, 12, 413978, 10.008, 0.1262148 // 77, 0.260, 0.000, 3283, 1152, 12, 419871, 10.032, 0.25097466 // 78, 0.260, 0.000, 3283, 1152, 12, 425648, 10.104, 0.44405147 // 79, 0.260, 0.000, 3283, 1152, 12, 431747, 10.264, 0.6769825 // 80, 0.260, 0.000, 3283, 1152, 12, 437691, 10.616, 0.9233304 // 81, 0.260, 0.000, 3283, 1152, 12, 444067, 11.14, 0.9901477 // 82, 0.260, 0.000, 3283, 1152, 12, 450317, 11.736, 0.6769769 // 83, 0.259, 0.000, 3285, 1150, 12, 456981, 12.0, 0.0 // 84, 0.259, 0.000, 3285, 1150, 12, 463389, 12.0, 0.0 // 85, 0.259, 0.000, 3285, 1150, 12, 469884, 12.0, 0.0 // 86, 0.259, 0.000, 3286, 1149, 12, 476112, 12.0, 0.0 // 87, 0.259, 0.000, 3286, 1149, 12, 482553, 12.0, 0.0 // 88, 0.259, 0.000, 3286, 1149, 12, 488635, 12.0, 0.0 // 89, 0.259, 0.000, 3286, 1149, 12, 495185, 11.992, 0.12627523 // 90, 0.259, 0.000, 3286, 1149, 12, 501366, 12.0, 0.0 // 91, 0.259, 0.000, 3286, 1149, 12, 507999, 12.0, 0.0 // 92, 0.259, 0.000, 3286, 1149, 12, 514078, 12.0, 0.0 // 93, 0.259, 0.000, 3286, 1149, 12, 520567, 12.0, 0.0 // 94, 0.259, 0.000, 3286, 1149, 12, 526874, 12.0, 0.0 // 95, 0.259, 0.000, 3286, 1149, 12, 533309, 12.0, 0.0 // 96, 0.259, 0.000, 3286, 1149, 12, 539286, 12.0, 0.0 // 97, 0.259, 0.000, 3286, 1149, 12, 545683, 12.0, 0.0 // 98, 0.259, 0.000, 3286, 1149, 12, 551856, 12.0, 0.0 // 99, 0.259, 0.000, 3286, 1149, 12, 558577, 12.0, 0.0 // 100, 0.259, 0.000, 3286, 1149, 12, 564936, 12.0, 0.0 // 101, 0.259, 0.000, 3286, 1149, 12, 571508, 12.0, 0.0 // 102, 0.259, 0.000, 3286, 1149, 12, 577808, 12.0, 0.0 // 103, 0.259, 0.000, 3286, 1149, 12, 584251, 12.0, 0.0 // 104, 0.259, 0.000, 3286, 1149, 12, 590709, 12.0, 0.0 // 105, 0.259, 0.000, 3286, 1149, 12, 597190, 12.0, 0.0 // 106, 0.259, 0.000, 3286, 1149, 12, 603644, 12.0, 0.0 // 107, 0.259, 0.000, 3286, 1149, 12, 610204, 12.0, 0.0 // 108, 0.259, 0.000, 3286, 1149, 12, 616340, 12.0, 0.0 // 109, 0.259, 0.000, 3286, 1149, 12, 622697, 12.0, 0.0 // 110, 0.259, 0.000, 3286, 1149, 12, 628978, 12.0, 0.0 // 111, 0.259, 0.000, 3286, 1149, 12, 635325, 12.0, 0.0 // 112, 0.259, 0.000, 3286, 1149, 12, 641660, 12.0, 0.0 // 113, 0.259, 0.000, 3286, 1149, 12, 648271, 12.0, 0.0 // 114, 0.259, 0.000, 3286, 1149, 12, 654594, 12.0, 0.0 // 115, 0.259, 0.000, 3286, 1149, 12, 661045, 12.0, 0.0 // 116, 0.259, 0.000, 3286, 1149, 12, 667416, 12.0, 0.0 // 117, 0.259, 0.000, 3286, 1149, 12, 673940, 12.0, 0.0 // 118, 0.259, 0.000, 3286, 1149, 12, 680178, 12.0, 0.0 // 119, 0.259, 0.000, 3286, 1149, 12, 686767, 12.0, 0.0 // 120, 0.259, 0.000, 3286, 1149, 12, 692966, 12.0, 0.0 // 121, 0.259, 0.000, 3286, 1149, 12, 699505, 12.0, 0.0 // 122, 0.259, 0.000, 3286, 1149, 12, 705841, 12.0, 0.0 // 123, 0.259, 0.000, 3286, 1149, 12, 712372, 12.0, 0.0 // 124, 0.259, 0.000, 3286, 1149, 12, 718552, 12.0, 0.0 // 125, 0.259, 0.000, 3286, 1149, 12, 725108, 12.0, 0.0 // 126, 0.259, 0.000, 3286, 1149, 12, 731259, 12.0, 0.0 // 127, 0.259, 0.000, 3286, 1149, 12, 737857, 12.0, 0.0 // 128, 0.259, 0.000, 3286, 1149, 12, 744100, 12.0, 0.0 // 129, 0.259, 0.000, 3286, 1149, 12, 750763, 12.0, 0.0 // 130, 0.259, 0.000, 3286, 1149, 12, 756985, 12.0, 0.0 // 131, 0.259, 0.000, 3286, 1149, 12, 763631, 12.0, 0.0 // 132, 0.259, 0.000, 3286, 1149, 12, 769727, 12.0, 0.0 // 133, 0.259, 0.000, 3286, 1149, 12, 776198, 12.0, 0.0 // 134, 0.259, 0.000, 3286, 1149, 12, 782689, 12.0, 0.0 // 135, 0.259, 0.000, 3286, 1149, 12, 789061, 12.0, 0.0 // 136, 0.259, 0.000, 3286, 1149, 12, 795252, 12.0, 0.0 // 137, 0.259, 0.000, 3286, 1149, 12, 801792, 12.0, 0.0 // 138, 0.259, 0.000, 3286, 1149, 12, 808067, 12.0, 0.0 // 139, 0.259, 0.000, 3286, 1149, 12, 814556, 12.0, 0.0 // 140, 0.259, 0.000, 3286, 1149, 12, 820793, 12.0, 0.0 // 141, 0.259, 0.000, 3286, 1149, 12, 827423, 12.0, 0.0 // 142, 0.259, 0.000, 3286, 1149, 12, 833947, 12.0, 0.0 // 143, 0.259, 0.000, 3286, 1149, 12, 840361, 12.0, 0.0 // 144, 0.259, 0.000, 3286, 1149, 12, 846586, 12.0, 0.0 // 145, 0.259, 0.000, 3286, 1149, 12, 853064, 12.0, 0.0 // 146, 0.259, 0.000, 3286, 1149, 12, 859466, 12.0, 0.0 // 147, 0.259, 0.000, 3286, 1149, 12, 866195, 12.0, 0.0 // 148, 0.259, 0.000, 3286, 1149, 12, 872352, 12.0, 0.0 // 149, 0.259, 0.000, 3286, 1149, 12, 878760, 12.0, 0.0 // 150, 0.259, 0.000, 3286, 1149, 12, 884911, 12.0, 0.0 // 151, 0.259, 0.000, 3286, 1149, 12, 891342, 12.0, 0.0 // 152, 0.259, 0.000, 3286, 1149, 12, 897632, 12.0, 0.0 // 153, 0.259, 0.000, 3286, 1149, 12, 904091, 12.0, 0.0 // 154, 0.259, 0.000, 3286, 1149, 12, 910546, 12.0, 0.0 // 155, 0.259, 0.000, 3286, 1149, 12, 917042, 12.0, 0.0 // 156, 0.259, 0.000, 3286, 1149, 12, 923415, 12.0, 0.0 // 157, 0.259, 0.000, 3286, 1149, 12, 929799, 12.0, 0.0 // 158, 0.259, 0.000, 3286, 1149, 12, 936001, 12.0, 0.0 // 159, 0.259, 0.000, 3286, 1149, 12, 942415, 12.0, 0.0 // 160, 0.259, 0.000, 3286, 1149, 12, 948634, 12.0, 0.0 // 161, 0.259, 0.000, 3286, 1149, 12, 955093, 12.0, 0.0 // 162, 0.259, 0.000, 3286, 1149, 12, 961294, 12.0, 0.0 // 163, 0.259, 0.000, 3286, 1149, 12, 967846, 12.0, 0.0 // 164, 0.259, 0.000, 3286, 1149, 12, 974269, 12.0, 0.0 // 165, 0.259, 0.000, 3286, 1149, 12, 980688, 12.0, 0.0 // 166, 0.259, 0.000, 3286, 1149, 12, 986796, 12.0, 0.0 // 167, 0.259, 0.000, 3286, 1149, 12, 993291, 12.0, 0.0 // 168, 0.259, 0.000, 3286, 1149, 12, 999613, 12.0, 0.0 // 169, 0.259, 0.000, 3286, 1149, 12, 1005992, 12.0, 0.0 // 170, 0.259, 0.000, 3286, 1149, 12, 1012331, 12.0, 0.0 // 171, 0.259, 0.000, 3286, 1149, 12, 1018828, 12.0, 0.0 // 172, 0.259, 0.000, 3286, 1149, 12, 1025273, 12.0, 0.0 // 173, 0.259, 0.000, 3286, 1149, 12, 1031664, 12.0, 0.0 // 174, 0.259, 0.000, 3286, 1149, 12, 1038165, 12.0, 0.0 // 175, 0.259, 0.000, 3286, 1149, 12, 1044721, 12.0, 0.0 // 176, 0.259, 0.000, 3286, 1149, 12, 1051023, 12.0, 0.0 // 177, 0.259, 0.000, 3286, 1149, 12, 1057366, 12.0, 0.0 // 178, 0.259, 0.000, 3286, 1149, 12, 1063578, 12.0, 0.0 // 179, 0.259, 0.000, 3286, 1149, 12, 1070153, 12.0, 0.0 // 180, 0.259, 0.000, 3286, 1149, 12, 1076318, 12.0, 0.0 // 181, 0.259, 0.000, 3286, 1149, 12, 1082935, 12.0, 0.0 // 182, 0.259, 0.000, 3286, 1149, 12, 1089156, 12.0, 0.0 // 183, 0.259, 0.000, 3286, 1149, 12, 1095726, 12.0, 0.0 // 184, 0.259, 0.000, 3286, 1149, 12, 1101975, 12.0, 0.0 // 185, 0.259, 0.000, 3286, 1149, 12, 1108283, 12.0, 0.0 // 186, 0.259, 0.000, 3286, 1149, 12, 1114410, 12.0, 0.0 // 187, 0.259, 0.000, 3286, 1149, 12, 1121007, 12.0, 0.0 // 188, 0.259, 0.000, 3286, 1149, 12, 1127344, 12.0, 0.0 // 189, 0.259, 0.000, 3286, 1149, 12, 1133913, 12.0, 0.0 // 190, 0.259, 0.000, 3286, 1149, 12, 1140223, 12.0, 0.0 // 191, 0.259, 0.000, 3286, 1149, 12, 1146728, 12.0, 0.0 // 192, 0.259, 0.000, 3286, 1149, 12, 1152909, 12.0, 0.0 // 193, 0.259, 0.000, 3286, 1149, 12, 1159516, 12.0, 0.0 // 194, 0.259, 0.000, 3286, 1149, 12, 1165616, 12.0, 0.0 // 195, 0.259, 0.000, 3286, 1149, 12, 1172167, 12.0, 0.0 // 196, 0.259, 0.000, 3286, 1149, 12, 1178561, 12.0, 0.0 // 197, 0.259, 0.000, 3286, 1149, 12, 1184995, 12.0, 0.0 // 198, 0.259, 0.000, 3286, 1149, 12, 1191303, 12.0, 0.0 // 199, 0.259, 0.000, 3286, 1149, 12, 1197800, 12.0, 0.0 // 200, 0.259, 0.000, 3286, 1149, 12, 1204336, 12.0, 0.0 // 201, 0.259, 0.000, 3286, 1149, 12, 1210757, 12.0, 0.0 // 202, 0.259, 0.000, 3286, 1149, 12, 1217165, 12.0, 0.0 // 203, 0.259, 0.000, 3286, 1149, 12, 1223492, 12.0, 0.0 // 204, 0.259, 0.000, 3286, 1149, 12, 1229690, 12.0, 0.0 // 205, 0.259, 0.000, 3286, 1149, 12, 1236186, 12.0, 0.0 // 206, 0.259, 0.000, 3286, 1149, 12, 1242517, 12.0, 0.0 // 207, 0.259, 0.000, 3286, 1149, 12, 1248978, 12.0, 0.0 // 208, 0.259, 0.000, 3286, 1149, 12, 1255298, 12.0, 0.0 // 209, 0.259, 0.000, 3286, 1149, 12, 1261673, 12.0, 0.0 // 210, 0.259, 0.000, 3286, 1149, 12, 1267884, 12.0, 0.0 // 211, 0.259, 0.000, 3286, 1149, 12, 1274462, 12.0, 0.0 // 212, 0.259, 0.000, 3286, 1149, 12, 1280887, 12.0, 0.0 // 213, 0.259, 0.000, 3286, 1149, 12, 1287387, 12.0, 0.0 // 214, 0.259, 0.000, 3286, 1149, 12, 1293666, 12.0, 0.0 // 215, 0.259, 0.000, 3286, 1149, 12, 1300128, 12.0, 0.0 // 216, 0.259, 0.000, 3286, 1149, 12, 1306440, 12.0, 0.0 // 217, 0.259, 0.000, 3286, 1149, 12, 1313052, 12.0, 0.0 // 218, 0.259, 0.000, 3286, 1149, 12, 1319232, 12.0, 0.0 // 219, 0.259, 0.000, 3286, 1149, 12, 1325829, 12.0, 0.0 // 220, 0.259, 0.000, 3286, 1149, 12, 1332045, 12.0, 0.0 // 221, 0.259, 0.000, 3286, 1149, 12, 1338673, 12.0, 0.0 // 222, 0.259, 0.000, 3286, 1149, 12, 1344882, 12.0, 0.0 // 223, 0.259, 0.000, 3286, 1149, 12, 1351336, 12.0, 0.0 // 224, 0.259, 0.000, 3286, 1149, 12, 1357809, 12.0, 0.0 // 225, 0.259, 0.000, 3286, 1149, 12, 1364235, 12.0, 0.0 // 226, 0.259, 0.000, 3286, 1149, 12, 1370469, 12.0, 0.0 // 227, 0.259, 0.000, 3286, 1149, 12, 1377201, 12.0, 0.0 // 228, 0.259, 0.000, 3286, 1149, 12, 1383411, 12.0, 0.0 // 229, 0.259, 0.000, 3286, 1149, 12, 1389995, 12.0, 0.0 // 230, 0.259, 0.000, 3286, 1149, 12, 1396340, 12.0, 0.0 // 231, 0.259, 0.000, 3286, 1149, 12, 1402955, 12.0, 0.0 // 232, 0.259, 0.000, 3286, 1149, 12, 1409327, 12.0, 0.0 // 233, 0.259, 0.000, 3286, 1149, 12, 1415627, 12.0, 0.0 // 234, 0.259, 0.000, 3286, 1149, 12, 1421966, 12.0, 0.0 // 235, 0.259, 0.000, 3286, 1149, 12, 1428738, 12.0, 0.0 // 236, 0.259, 0.000, 3286, 1149, 12, 1435105, 12.0, 0.0 // 237, 0.259, 0.000, 3286, 1149, 12, 1441722, 12.0, 0.0 // 238, 0.259, 0.000, 3286, 1149, 12, 1447978, 12.0, 0.0 // 239, 0.259, 0.000, 3286, 1149, 12, 1454577, 12.0, 0.0 // 240, 0.259, 0.000, 3286, 1149, 12, 1460654, 12.0, 0.0 // 241, 0.259, 0.000, 3286, 1149, 12, 1467234, 12.0, 0.0 // 242, 0.259, 0.000, 3286, 1149, 12, 1473542, 12.0, 0.0 // 243, 0.259, 0.000, 3286, 1149, 12, 1480095, 12.0, 0.0 // 244, 0.259, 0.000, 3286, 1149, 12, 1486305, 12.0, 0.0 // 245, 0.259, 0.000, 3286, 1149, 12, 1492818, 12.0, 0.0 // 246, 0.259, 0.000, 3286, 1149, 12, 1499158, 12.0, 0.0 // 247, 0.259, 0.000, 3286, 1149, 12, 1505607, 12.0, 0.0 // 248, 0.259, 0.000, 3286, 1149, 12, 1511891, 12.0, 0.0 // 249, 0.259, 0.000, 3286, 1149, 12, 1518222, 12.0, 0.0 // 250, 0.259, 0.000, 3286, 1149, 12, 1524529, 12.0, 0.0 // 251, 0.259, 0.000, 3286, 1149, 12, 1530850, 12.0, 0.0 // 252, 0.259, 0.000, 3286, 1149, 12, 1537065, 12.0, 0.0 // 253, 0.259, 0.000, 3286, 1149, 12, 1543636, 12.0, 0.0 // 254, 0.259, 0.000, 3286, 1149, 12, 1550011, 12.0, 0.0 // 255, 0.259, 0.000, 3286, 1149, 12, 1556531, 12.0, 0.0 // 256, 0.259, 0.000, 3286, 1149, 12, 1562855, 12.0, 0.0 // 257, 0.259, 0.000, 3286, 1149, 12, 1569301, 12.0, 0.0 // 258, 0.259, 0.000, 3286, 1149, 12, 1575539, 12.0, 0.0 // 259, 0.259, 0.000, 3286, 1149, 12, 1581907, 12.0, 0.0 // 260, 0.259, 0.000, 3286, 1149, 12, 1588079, 12.0, 0.0 // 261, 0.259, 0.000, 3286, 1149, 12, 1594618, 12.0, 0.0 // 262, 0.259, 0.000, 3286, 1149, 12, 1600825, 12.0, 0.0 // 263, 0.259, 0.000, 3286, 1149, 12, 1607539, 12.0, 0.0 // 264, 0.259, 0.000, 3286, 1149, 12, 1613738, 12.0, 0.0 // 265, 0.259, 0.000, 3286, 1149, 12, 1620191, 12.0, 0.0 // 266, 0.259, 0.000, 3286, 1149, 12, 1626398, 12.0, 0.0 // 267, 0.259, 0.000, 3286, 1149, 12, 1632972, 12.0, 0.0 // 268, 0.259, 0.000, 3286, 1149, 12, 1639328, 12.0, 0.0 // 269, 0.259, 0.000, 3286, 1149, 12, 1646143, 12.0, 0.0 // 270, 0.259, 0.000, 3286, 1149, 12, 1652452, 12.0, 0.0 // 271, 0.259, 0.000, 3286, 1149, 12, 1658965, 12.0, 0.0 // 272, 0.259, 0.000, 3286, 1149, 12, 1665319, 12.0, 0.0 // 273, 0.259, 0.000, 3286, 1149, 12, 1671752, 12.0, 0.0 // 274, 0.259, 0.000, 3286, 1149, 12, 1678088, 12.0, 0.0 // 275, 0.259, 0.000, 3286, 1149, 12, 1684528, 12.0, 0.0 // 276, 0.259, 0.000, 3286, 1149, 12, 1690842, 12.0, 0.0 // 277, 0.259, 0.000, 3286, 1149, 12, 1697427, 12.0, 0.0 // 278, 0.259, 0.000, 3286, 1149, 12, 1703639, 12.0, 0.0 // 279, 0.259, 0.000, 3286, 1149, 12, 1710176, 12.0, 0.0 // 280, 0.259, 0.000, 3286, 1149, 12, 1716406, 12.0, 0.0 // 281, 0.259, 0.000, 3286, 1149, 12, 1723023, 12.0, 0.0 // 282, 0.259, 0.000, 3286, 1149, 12, 1729456, 12.0, 0.0 // 283, 0.259, 0.000, 3286, 1149, 12, 1735709, 12.0, 0.0 // 284, 0.259, 0.000, 3286, 1149, 12, 1742144, 12.0, 0.0 // 285, 0.259, 0.000, 3286, 1149, 12, 1748591, 12.0, 0.0 // 286, 0.259, 0.000, 3286, 1149, 12, 1754854, 12.0, 0.0 // 287, 0.259, 0.000, 3286, 1149, 12, 1761232, 12.0, 0.0 // 288, 0.259, 0.000, 3286, 1149, 12, 1767428, 12.0, 0.0 // 289, 0.259, 0.000, 3286, 1149, 12, 1773770, 12.0, 0.0 // 290, 0.259, 0.000, 3286, 1149, 12, 1780111, 12.0, 0.0 // 291, 0.259, 0.000, 3286, 1149, 12, 1786653, 12.0, 0.0 // 292, 0.259, 0.000, 3286, 1149, 12, 1793013, 12.0, 0.0 // 293, 0.259, 0.000, 3286, 1149, 12, 1799618, 12.0, 0.0 // 294, 0.259, 0.000, 3286, 1149, 12, 1805728, 12.0, 0.0 // 295, 0.259, 0.000, 3286, 1149, 12, 1812483, 12.0, 0.0 // 296, 0.259, 0.000, 3286, 1149, 12, 1818805, 12.0, 0.0 // 297, 0.259, 0.000, 3286, 1149, 12, 1825299, 12.0, 0.0 // 298, 0.259, 0.000, 3286, 1149, 12, 1831571, 12.0, 0.0 // 299, 0.259, 0.000, 3286, 1149, 12, 1838153, 12.0, 0.0 // Population size mean, std dev //12.0, 0.0 // Finished Evolution. 1838secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 2--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.392, 0.000, 2697, 1738, 1, 989, 1.258, 0.9713063 // 1, 0.371, 0.000, 2789, 1646, 3, 4690, 1.262, 1.060828 // 2, 0.371, 0.000, 2789, 1646, 3, 8069, 1.136, 0.59118855 // 3, 0.371, 0.000, 2789, 1646, 3, 11448, 1.18, 0.5723636 // 4, 0.287, 0.000, 3161, 1274, 9, 15393, 1.752, 1.032713 // 5, 0.287, 0.000, 3161, 1274, 9, 19458, 3.054, 0.8142997 // 6, 0.287, 0.000, 3161, 1274, 9, 23796, 3.552, 1.6196592 // 7, 0.287, 0.000, 3161, 1274, 7, 28268, 5.316, 2.7313268 // 8, 0.287, 0.000, 3161, 1274, 7, 33589, 8.796, 1.1568899 // 9, 0.287, 0.000, 3161, 1274, 7, 38854, 8.844, 0.53634536 // 10, 0.286, 0.000, 3166, 1269, 10, 44268, 8.806, 0.5969665 // 11, 0.286, 0.000, 3166, 1269, 10, 49643, 8.772, 0.6633325 // 12, 0.282, 0.000, 3183, 1252, 9, 55240, 8.774, 0.78161615 // 13, 0.282, 0.000, 3183, 1252, 9, 60682, 8.962, 1.0141779 // 14, 0.282, 0.000, 3183, 1252, 9, 66308, 9.724, 0.61304486 // 15, 0.282, 0.000, 3183, 1252, 7, 71738, 9.384, 0.80532247 // 16, 0.282, 0.000, 3184, 1251, 7, 77432, 9.028, 0.61580765 // 17, 0.282, 0.000, 3184, 1251, 7, 82874, 8.968, 0.58563143 // 18, 0.282, 0.000, 3184, 1251, 7, 88797, 8.872, 0.66904724 // 19, 0.276, 0.000, 3212, 1223, 11, 94317, 8.852, 0.9560821 // 20, 0.276, 0.000, 3212, 1223, 11, 100303, 9.066, 1.3876758 // 21, 0.276, 0.000, 3212, 1223, 11, 105933, 9.872, 1.444861 // 22, 0.276, 0.000, 3212, 1223, 11, 112043, 9.836, 1.4522742 // 23, 0.275, 0.000, 3215, 1220, 11, 118034, 9.816, 1.4663352 // 24, 0.275, 0.000, 3215, 1220, 11, 124117, 11.02, 0.19898884 // 25, 0.275, 0.000, 3217, 1218, 11, 129968, 11.004, 0.08937548 // 26, 0.275, 0.000, 3217, 1218, 11, 136013, 11.0, 0.0 // 27, 0.273, 0.000, 3225, 1210, 12, 141859, 11.004, 0.06316782 // 28, 0.273, 0.000, 3225, 1210, 12, 148017, 11.02, 0.13997245 // 29, 0.273, 0.000, 3226, 1209, 12, 153861, 11.094, 0.29183373 // 30, 0.273, 0.000, 3226, 1209, 12, 159781, 11.332, 0.4957707 // 31, 0.273, 0.000, 3226, 1209, 12, 165743, 11.588, 0.53875107 // 32, 0.273, 0.000, 3226, 1209, 12, 171961, 12.0, 0.0 // 33, 0.273, 0.000, 3226, 1209, 12, 177853, 12.0, 0.0 // 34, 0.273, 0.000, 3226, 1209, 12, 184073, 12.0, 0.0 // 35, 0.273, 0.000, 3226, 1209, 12, 190047, 12.0, 0.0 // 36, 0.273, 0.000, 3226, 1209, 12, 196158, 12.0, 0.0 // 37, 0.273, 0.000, 3226, 1209, 12, 202177, 12.0, 0.0 // 38, 0.273, 0.000, 3226, 1209, 12, 208336, 12.0, 0.0 // 39, 0.273, 0.000, 3226, 1209, 12, 214175, 12.0, 0.0 // 40, 0.273, 0.000, 3226, 1209, 12, 220263, 12.0, 0.0 // 41, 0.270, 0.000, 3239, 1196, 14, 226204, 12.004, 0.08941815 // 42, 0.270, 0.000, 3239, 1196, 14, 232530, 12.012, 0.15443279 // 43, 0.270, 0.000, 3239, 1196, 14, 238471, 12.036, 0.26591206 // 44, 0.270, 0.000, 3239, 1196, 14, 244847, 12.108, 0.45204613 // 45, 0.270, 0.000, 3239, 1196, 14, 251107, 12.272, 0.68557745 // 46, 0.270, 0.000, 3239, 1196, 14, 257515, 12.616, 0.9233304 // 47, 0.270, 0.000, 3239, 1196, 14, 263945, 13.144, 0.99762446 // 48, 0.270, 0.000, 3239, 1196, 14, 270948, 13.762, 0.68217486 // 49, 0.270, 0.000, 3239, 1196, 14, 277478, 14.012, 0.15443279 // 50, 0.269, 0.000, 3240, 1195, 14, 284194, 14.004, 0.08933279 // 51, 0.269, 0.000, 3240, 1195, 14, 290625, 14.0, 0.0 // 52, 0.269, 0.000, 3240, 1195, 14, 297309, 14.0, 0.0 // 53, 0.269, 0.000, 3240, 1195, 14, 303662, 14.0, 0.0 // 54, 0.269, 0.000, 3240, 1195, 14, 310598, 14.0, 0.0 // 55, 0.269, 0.000, 3240, 1195, 14, 317147, 14.0, 0.0 // 56, 0.269, 0.000, 3240, 1195, 14, 323793, 14.0, 0.0 // 57, 0.269, 0.000, 3240, 1195, 14, 330262, 14.0, 0.0 // 58, 0.269, 0.000, 3240, 1195, 14, 336929, 14.0, 0.0 // 59, 0.269, 0.000, 3240, 1195, 14, 343240, 14.0, 0.0 // 60, 0.269, 0.000, 3240, 1195, 14, 349977, 14.0, 0.0 // 61, 0.269, 0.000, 3240, 1195, 14, 356408, 14.0, 0.0 // 62, 0.269, 0.000, 3240, 1195, 14, 363030, 14.0, 0.0 // 63, 0.269, 0.000, 3240, 1195, 14, 369676, 14.0, 0.0 // 64, 0.269, 0.000, 3240, 1195, 14, 376486, 14.0, 0.0 // 65, 0.269, 0.000, 3240, 1195, 14, 382884, 14.0, 0.0 // 66, 0.269, 0.000, 3240, 1195, 14, 389524, 14.0, 0.0 // 67, 0.269, 0.000, 3240, 1195, 14, 396302, 14.0, 0.0 // 68, 0.269, 0.000, 3240, 1195, 14, 403203, 14.0, 0.0 // 69, 0.269, 0.000, 3240, 1195, 14, 409639, 14.0, 0.0 // 70, 0.269, 0.000, 3240, 1195, 14, 416184, 14.0, 0.0 // 71, 0.269, 0.000, 3240, 1195, 14, 422681, 14.0, 0.0 // 72, 0.269, 0.000, 3240, 1195, 14, 429524, 14.0, 0.0 // 73, 0.269, 0.000, 3240, 1195, 14, 436075, 14.0, 0.0 // 74, 0.269, 0.000, 3240, 1195, 14, 442558, 14.0, 0.0 // 75, 0.269, 0.000, 3240, 1195, 14, 448892, 14.0, 0.0 // 76, 0.269, 0.000, 3240, 1195, 14, 455371, 14.0, 0.0 // 77, 0.269, 0.000, 3240, 1195, 14, 462040, 14.0, 0.0 // 78, 0.269, 0.000, 3240, 1195, 14, 468694, 14.0, 0.0 // 79, 0.269, 0.000, 3240, 1195, 14, 475450, 14.0, 0.0 // 80, 0.269, 0.000, 3240, 1195, 14, 482055, 14.0, 0.0 // 81, 0.269, 0.000, 3240, 1195, 14, 488654, 14.0, 0.0 // 82, 0.269, 0.000, 3240, 1195, 14, 495331, 14.0, 0.0 // 83, 0.269, 0.000, 3240, 1195, 14, 501827, 14.0, 0.0 // 84, 0.269, 0.000, 3240, 1195, 14, 508820, 14.0, 0.0 // 85, 0.269, 0.000, 3240, 1195, 14, 515690, 14.0, 0.0 // 86, 0.269, 0.000, 3240, 1195, 14, 522346, 14.0, 0.0 // 87, 0.269, 0.000, 3240, 1195, 14, 528679, 14.0, 0.0 // 88, 0.269, 0.000, 3240, 1195, 14, 535435, 14.0, 0.0 // 89, 0.269, 0.000, 3240, 1195, 14, 542644, 14.0, 0.0 // 90, 0.269, 0.000, 3240, 1195, 14, 549699, 14.0, 0.0 // 91, 0.269, 0.000, 3240, 1195, 14, 556334, 14.0, 0.0 // 92, 0.269, 0.000, 3240, 1195, 14, 562998, 14.0, 0.0 // 93, 0.269, 0.000, 3240, 1195, 14, 569345, 14.0, 0.0 // 94, 0.269, 0.000, 3240, 1195, 14, 576159, 14.0, 0.0 // 95, 0.269, 0.000, 3240, 1195, 14, 582620, 14.0, 0.0 // 96, 0.269, 0.000, 3240, 1195, 14, 589375, 14.0, 0.0 // 97, 0.269, 0.000, 3240, 1195, 14, 595933, 14.0, 0.0 // 98, 0.269, 0.000, 3240, 1195, 14, 602696, 14.0, 0.0 // 99, 0.269, 0.000, 3240, 1195, 14, 609279, 14.0, 0.0 // 100, 0.269, 0.000, 3240, 1195, 14, 615812, 14.0, 0.0 // 101, 0.269, 0.000, 3240, 1195, 14, 622326, 14.0, 0.0 // 102, 0.269, 0.000, 3240, 1195, 14, 628972, 14.0, 0.0 // 103, 0.269, 0.000, 3240, 1195, 14, 635563, 14.0, 0.0 // 104, 0.269, 0.000, 3240, 1195, 14, 642240, 14.0, 0.0 // 105, 0.269, 0.000, 3240, 1195, 14, 648813, 14.0, 0.0 // 106, 0.269, 0.000, 3240, 1195, 14, 655528, 14.0, 0.0 // 107, 0.269, 0.000, 3240, 1195, 14, 661905, 14.0, 0.0 // 108, 0.269, 0.000, 3240, 1195, 14, 668466, 14.0, 0.0 // 109, 0.269, 0.000, 3240, 1195, 14, 674920, 14.0, 0.0 // 110, 0.269, 0.000, 3240, 1195, 14, 681840, 14.0, 0.0 // 111, 0.269, 0.000, 3240, 1195, 14, 688257, 14.0, 0.0 // 112, 0.269, 0.000, 3240, 1195, 14, 694759, 14.0, 0.0 // 113, 0.269, 0.000, 3240, 1195, 14, 701285, 14.0, 0.0 // 114, 0.269, 0.000, 3240, 1195, 14, 708088, 14.0, 0.0 // 115, 0.269, 0.000, 3240, 1195, 14, 714435, 14.0, 0.0 // 116, 0.269, 0.000, 3240, 1195, 14, 721127, 14.0, 0.0 // 117, 0.269, 0.000, 3240, 1195, 14, 727508, 14.0, 0.0 // 118, 0.269, 0.000, 3240, 1195, 14, 734321, 14.0, 0.0 // 119, 0.269, 0.000, 3240, 1195, 14, 740954, 14.0, 0.0 // 120, 0.269, 0.000, 3240, 1195, 14, 747664, 14.0, 0.0 // 121, 0.269, 0.000, 3240, 1195, 14, 754172, 14.0, 0.0 // 122, 0.269, 0.000, 3240, 1195, 14, 760812, 14.0, 0.0 // 123, 0.269, 0.000, 3240, 1195, 14, 767550, 14.0, 0.0 // 124, 0.269, 0.000, 3240, 1195, 14, 774321, 14.0, 0.0 // 125, 0.269, 0.000, 3240, 1195, 14, 780748, 14.0, 0.0 // 126, 0.269, 0.000, 3240, 1195, 14, 787376, 14.0, 0.0 // 127, 0.269, 0.000, 3240, 1195, 14, 794356, 14.0, 0.0 // 128, 0.269, 0.000, 3240, 1195, 14, 801973, 14.0, 0.0 // 129, 0.269, 0.000, 3240, 1195, 14, 809584, 14.0, 0.0 // 130, 0.269, 0.000, 3240, 1195, 14, 817086, 14.0, 0.0 // 131, 0.269, 0.000, 3240, 1195, 14, 824418, 14.0, 0.0 // 132, 0.269, 0.000, 3240, 1195, 14, 832234, 14.0, 0.0 // 133, 0.269, 0.000, 3240, 1195, 14, 839591, 14.0, 0.0 // 134, 0.269, 0.000, 3240, 1195, 14, 846912, 14.0, 0.0 // 135, 0.269, 0.000, 3240, 1195, 14, 853606, 14.0, 0.0 // 136, 0.269, 0.000, 3240, 1195, 14, 860409, 14.0, 0.0 // 137, 0.269, 0.000, 3240, 1195, 14, 867167, 14.0, 0.0 // 138, 0.269, 0.000, 3240, 1195, 14, 874068, 14.0, 0.0 // 139, 0.269, 0.000, 3240, 1195, 14, 880820, 14.0, 0.0 // 140, 0.269, 0.000, 3240, 1195, 14, 887759, 14.0, 0.0 // 141, 0.269, 0.000, 3240, 1195, 14, 894414, 14.0, 0.0 // 142, 0.269, 0.000, 3240, 1195, 14, 901266, 14.0, 0.0 // 143, 0.269, 0.000, 3240, 1195, 14, 907934, 14.0, 0.0 // 144, 0.269, 0.000, 3240, 1195, 14, 914896, 14.0, 0.0 // 145, 0.269, 0.000, 3240, 1195, 14, 921597, 14.0, 0.0 // 146, 0.269, 0.000, 3240, 1195, 14, 928571, 14.0, 0.0 // 147, 0.269, 0.000, 3240, 1195, 14, 935205, 14.0, 0.0 // 148, 0.269, 0.000, 3240, 1195, 14, 942281, 14.0, 0.0 // 149, 0.269, 0.000, 3240, 1195, 14, 949188, 14.0, 0.0 // 150, 0.269, 0.000, 3240, 1195, 14, 956366, 14.0, 0.0 // 151, 0.269, 0.000, 3240, 1195, 14, 963179, 14.0, 0.0 // 152, 0.269, 0.000, 3240, 1195, 14, 970041, 14.0, 0.0 // 153, 0.269, 0.000, 3240, 1195, 14, 976800, 14.0, 0.0 // 154, 0.269, 0.000, 3240, 1195, 14, 983797, 14.0, 0.0 // 155, 0.269, 0.000, 3240, 1195, 14, 990492, 14.0, 0.0 // 156, 0.269, 0.000, 3240, 1195, 14, 997417, 14.0, 0.0 // 157, 0.269, 0.000, 3240, 1195, 14, 1004374, 14.0, 0.0 // 158, 0.269, 0.000, 3240, 1195, 14, 1011334, 14.0, 0.0 // 159, 0.269, 0.000, 3240, 1195, 14, 1017923, 14.0, 0.0 // 160, 0.269, 0.000, 3240, 1195, 14, 1024840, 14.0, 0.0 // 161, 0.269, 0.000, 3240, 1195, 14, 1031623, 14.0, 0.0 // 162, 0.269, 0.000, 3240, 1195, 14, 1038535, 14.0, 0.0 // 163, 0.269, 0.000, 3240, 1195, 14, 1045385, 14.0, 0.0 // 164, 0.269, 0.000, 3240, 1195, 14, 1052217, 14.0, 0.0 // 165, 0.269, 0.000, 3240, 1195, 14, 1059056, 14.0, 0.0 // 166, 0.269, 0.000, 3240, 1195, 14, 1065838, 14.0, 0.0 // 167, 0.269, 0.000, 3240, 1195, 14, 1072374, 14.0, 0.0 // 168, 0.269, 0.000, 3240, 1195, 14, 1079282, 14.0, 0.0 // 169, 0.269, 0.000, 3240, 1195, 14, 1085938, 14.0, 0.0 // 170, 0.269, 0.000, 3240, 1195, 14, 1092781, 14.0, 0.0 // 171, 0.269, 0.000, 3240, 1195, 14, 1099462, 14.0, 0.0 // 172, 0.269, 0.000, 3240, 1195, 14, 1106302, 14.0, 0.0 // 173, 0.269, 0.000, 3240, 1195, 14, 1112974, 14.0, 0.0 // 174, 0.269, 0.000, 3240, 1195, 14, 1120114, 14.0, 0.0 // 175, 0.269, 0.000, 3240, 1195, 14, 1126772, 14.0, 0.0 // 176, 0.269, 0.000, 3240, 1195, 14, 1133575, 14.0, 0.0 // 177, 0.269, 0.000, 3240, 1195, 14, 1140419, 14.0, 0.0 // 178, 0.269, 0.000, 3240, 1195, 14, 1147122, 14.0, 0.0 // 179, 0.269, 0.000, 3240, 1195, 14, 1153929, 14.0, 0.0 // 180, 0.269, 0.000, 3240, 1195, 14, 1160618, 14.0, 0.0 // 181, 0.269, 0.000, 3240, 1195, 14, 1167353, 14.0, 0.0 // 182, 0.269, 0.000, 3240, 1195, 14, 1174542, 14.0, 0.0 // 183, 0.269, 0.000, 3240, 1195, 14, 1181094, 14.0, 0.0 // 184, 0.269, 0.000, 3240, 1195, 14, 1188121, 14.0, 0.0 // 185, 0.269, 0.000, 3240, 1195, 14, 1194970, 14.0, 0.0 // 186, 0.269, 0.000, 3240, 1195, 14, 1201891, 14.0, 0.0 // 187, 0.269, 0.000, 3240, 1195, 14, 1208536, 14.0, 0.0 // 188, 0.269, 0.000, 3240, 1195, 14, 1215739, 14.0, 0.0 // 189, 0.269, 0.000, 3240, 1195, 14, 1222497, 14.0, 0.0 // 190, 0.269, 0.000, 3240, 1195, 14, 1229200, 14.0, 0.0 // 191, 0.269, 0.000, 3240, 1195, 14, 1235935, 14.0, 0.0 // 192, 0.269, 0.000, 3240, 1195, 14, 1242896, 14.0, 0.0 // 193, 0.269, 0.000, 3240, 1195, 14, 1249592, 14.0, 0.0 // 194, 0.269, 0.000, 3240, 1195, 14, 1256209, 14.0, 0.0 // 195, 0.269, 0.000, 3240, 1195, 14, 1262855, 14.0, 0.0 // 196, 0.269, 0.000, 3240, 1195, 14, 1269763, 14.0, 0.0 // 197, 0.269, 0.000, 3240, 1195, 14, 1276518, 14.0, 0.0 // 198, 0.269, 0.000, 3240, 1195, 14, 1283695, 14.0, 0.0 // 199, 0.269, 0.000, 3240, 1195, 14, 1290106, 14.0, 0.0 // 200, 0.269, 0.000, 3240, 1195, 14, 1296806, 14.0, 0.0 // 201, 0.269, 0.000, 3240, 1195, 14, 1303403, 14.0, 0.0 // 202, 0.269, 0.000, 3240, 1195, 14, 1310325, 14.0, 0.0 // 203, 0.269, 0.000, 3240, 1195, 14, 1317022, 14.0, 0.0 // 204, 0.269, 0.000, 3240, 1195, 14, 1323810, 14.0, 0.0 // 205, 0.269, 0.000, 3240, 1195, 14, 1330584, 14.0, 0.0 // 206, 0.269, 0.000, 3240, 1195, 14, 1337527, 14.0, 0.0 // 207, 0.269, 0.000, 3240, 1195, 14, 1344528, 14.0, 0.0 // 208, 0.269, 0.000, 3240, 1195, 14, 1351732, 14.0, 0.0 // 209, 0.269, 0.000, 3240, 1195, 14, 1358567, 14.0, 0.0 // 210, 0.269, 0.000, 3240, 1195, 14, 1365565, 14.0, 0.0 // 211, 0.269, 0.000, 3240, 1195, 14, 1372227, 14.0, 0.0 // 212, 0.269, 0.000, 3240, 1195, 14, 1379578, 14.0, 0.0 // 213, 0.269, 0.000, 3240, 1195, 14, 1386827, 14.0, 0.0 // 214, 0.269, 0.000, 3240, 1195, 14, 1394204, 14.0, 0.0 // 215, 0.269, 0.000, 3240, 1195, 14, 1401307, 14.0, 0.0 // 216, 0.269, 0.000, 3240, 1195, 14, 1408104, 14.0, 0.0 // 217, 0.269, 0.000, 3240, 1195, 14, 1414765, 14.0, 0.0 // 218, 0.269, 0.000, 3240, 1195, 14, 1421597, 14.0, 0.0 // 219, 0.269, 0.000, 3240, 1195, 14, 1428013, 14.0, 0.0 // 220, 0.269, 0.000, 3240, 1195, 14, 1434940, 14.0, 0.0 // 221, 0.269, 0.000, 3240, 1195, 14, 1441374, 14.0, 0.0 // 222, 0.269, 0.000, 3240, 1195, 14, 1448235, 14.0, 0.0 // 223, 0.269, 0.000, 3240, 1195, 14, 1454705, 14.0, 0.0 // 224, 0.269, 0.000, 3240, 1195, 14, 1461623, 14.0, 0.0 // 225, 0.269, 0.000, 3240, 1195, 14, 1468038, 14.0, 0.0 // 226, 0.269, 0.000, 3240, 1195, 14, 1474802, 14.0, 0.0 // 227, 0.269, 0.000, 3240, 1195, 14, 1481197, 14.0, 0.0 // 228, 0.269, 0.000, 3240, 1195, 14, 1487886, 14.0, 0.0 // 229, 0.269, 0.000, 3240, 1195, 14, 1494473, 14.0, 0.0 // 230, 0.269, 0.000, 3240, 1195, 14, 1501359, 14.0, 0.0 // 231, 0.269, 0.000, 3240, 1195, 14, 1507772, 14.0, 0.0 // 232, 0.269, 0.000, 3240, 1195, 14, 1514659, 14.0, 0.0 // 233, 0.269, 0.000, 3240, 1195, 14, 1521275, 14.0, 0.0 // 234, 0.269, 0.000, 3240, 1195, 14, 1528097, 14.0, 0.0 // 235, 0.269, 0.000, 3240, 1195, 14, 1534420, 14.0, 0.0 // 236, 0.269, 0.000, 3240, 1195, 14, 1541166, 14.0, 0.0 // 237, 0.269, 0.000, 3240, 1195, 14, 1547606, 14.0, 0.0 // 238, 0.267, 0.000, 3252, 1183, 16, 1554277, 14.004, 0.08933279 // 239, 0.260, 0.000, 3281, 1154, 16, 1560608, 14.032, 0.2810329 // 240, 0.260, 0.000, 3281, 1154, 16, 1567388, 14.144, 0.5892873 // 241, 0.258, 0.000, 3291, 1144, 16, 1573918, 14.488, 0.97255427 // 242, 0.257, 0.000, 3293, 1142, 16, 1580450, 15.468, 1.2332743 // 243, 0.257, 0.000, 3294, 1141, 15, 1586795, 16.13, 0.51488465 // 244, 0.257, 0.000, 3295, 1140, 18, 1593494, 16.132, 0.5464284 // 245, 0.257, 0.000, 3296, 1139, 18, 1599987, 16.206, 0.7290783 // 246, 0.257, 0.000, 3296, 1139, 18, 1606748, 16.124, 0.7697989 // 247, 0.253, 0.000, 3311, 1124, 18, 1613147, 16.004, 0.97363627 // 248, 0.253, 0.000, 3311, 1124, 18, 1619914, 16.252, 1.3403276 // 249, 0.253, 0.000, 3313, 1122, 18, 1626739, 16.968, 1.425123 // 250, 0.253, 0.000, 3313, 1122, 18, 1633721, 18.002, 0.099896185 // 251, 0.253, 0.000, 3313, 1122, 18, 1640697, 18.006, 0.09974332 // 252, 0.253, 0.000, 3313, 1122, 18, 1647689, 18.002, 0.118224576 // 253, 0.253, 0.000, 3313, 1122, 18, 1654403, 18.0, 0.10951442 // 254, 0.253, 0.000, 3313, 1122, 18, 1661545, 18.012, 0.18944305 // 255, 0.253, 0.000, 3315, 1120, 17, 1668256, 18.01, 0.1946865 // 256, 0.252, 0.000, 3316, 1119, 17, 1675428, 17.994, 0.077339806 // 257, 0.252, 0.000, 3317, 1118, 17, 1682106, 17.98, 0.13997245 // 258, 0.252, 0.000, 3317, 1118, 17, 1689083, 17.958, 0.20055465 // 259, 0.252, 0.000, 3317, 1118, 17, 1695812, 17.886, 0.3178257 // 260, 0.252, 0.000, 3317, 1118, 17, 1702693, 17.786, 0.41017485 // 261, 0.252, 0.000, 3317, 1118, 17, 1709495, 17.63, 0.48282894 // 262, 0.252, 0.000, 3317, 1118, 17, 1716349, 17.46, 0.49844116 // 263, 0.252, 0.000, 3317, 1118, 17, 1723170, 17.242, 0.42826468 // 264, 0.252, 0.000, 3317, 1118, 17, 1730230, 17.0, 0.0 // 265, 0.252, 0.000, 3317, 1118, 17, 1736830, 17.0, 0.0 // 266, 0.252, 0.000, 3317, 1118, 17, 1743498, 17.0, 0.0 // 267, 0.252, 0.000, 3317, 1118, 17, 1750246, 17.0, 0.0 // 268, 0.252, 0.000, 3317, 1118, 17, 1756871, 17.0, 0.0 // 269, 0.252, 0.000, 3317, 1118, 17, 1763436, 17.0, 0.0 // 270, 0.252, 0.000, 3317, 1118, 17, 1770259, 17.0, 0.0 // 271, 0.252, 0.000, 3317, 1118, 17, 1777094, 17.0, 0.0 // 272, 0.252, 0.000, 3317, 1118, 17, 1783597, 17.0, 0.0 // 273, 0.252, 0.000, 3317, 1118, 17, 1790300, 17.0, 0.0 // 274, 0.252, 0.000, 3317, 1118, 17, 1797128, 17.0, 0.0 // 275, 0.252, 0.000, 3317, 1118, 17, 1803859, 17.0, 0.0 // 276, 0.252, 0.000, 3317, 1118, 17, 1810544, 17.0, 0.0 // 277, 0.252, 0.000, 3317, 1118, 17, 1817276, 17.0, 0.0 // 278, 0.252, 0.000, 3317, 1118, 17, 1823849, 17.0, 0.0 // 279, 0.252, 0.000, 3317, 1118, 17, 1830540, 17.0, 0.0 // 280, 0.252, 0.000, 3317, 1118, 17, 1837327, 17.0, 0.0 // 281, 0.252, 0.000, 3317, 1118, 17, 1843947, 17.0, 0.0 // 282, 0.252, 0.000, 3317, 1118, 17, 1850745, 17.0, 0.0 // 283, 0.252, 0.000, 3317, 1118, 17, 1857325, 17.0, 0.0 // 284, 0.252, 0.000, 3317, 1118, 17, 1864107, 17.0, 0.0 // 285, 0.252, 0.000, 3317, 1118, 17, 1870633, 17.0, 0.0 // 286, 0.252, 0.000, 3318, 1117, 17, 1877422, 17.0, 0.0 // 287, 0.252, 0.000, 3318, 1117, 17, 1884378, 17.0, 0.0 // 288, 0.252, 0.000, 3318, 1117, 17, 1891168, 17.0, 0.0 // 289, 0.252, 0.000, 3318, 1117, 17, 1897758, 17.0, 0.0 // 290, 0.252, 0.000, 3318, 1117, 17, 1904808, 17.0, 0.0 // 291, 0.252, 0.000, 3318, 1117, 17, 1911390, 17.0, 0.0 // 292, 0.252, 0.000, 3318, 1117, 17, 1918125, 17.0, 0.0 // 293, 0.252, 0.000, 3318, 1117, 17, 1924673, 17.0, 0.0 // 294, 0.252, 0.000, 3318, 1117, 17, 1931490, 17.0, 0.0 // 295, 0.252, 0.000, 3318, 1117, 17, 1938268, 17.0, 0.0 // 296, 0.252, 0.000, 3318, 1117, 17, 1945220, 17.0, 0.0 // 297, 0.252, 0.000, 3318, 1117, 17, 1951649, 17.0, 0.0 // 298, 0.252, 0.000, 3318, 1117, 17, 1958413, 17.0, 0.0 // 299, 0.252, 0.000, 3318, 1117, 17, 1965095, 17.0, 0.0 // Population size mean, std dev //17.0, 0.0 // Finished Evolution. 1965secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 3--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.392, 0.000, 2697, 1738, 1, 1128, 1.276, 0.8245144 // 1, 0.392, 0.000, 2697, 1738, 1, 4586, 1.298, 1.0645169 // 2, 0.344, 0.000, 2910, 1525, 3, 8024, 1.32, 0.77562875 // 3, 0.344, 0.000, 2910, 1525, 3, 11849, 1.092, 0.4189702 // 4, 0.344, 0.000, 2910, 1525, 3, 15358, 1.344, 0.75476086 // 5, 0.304, 0.000, 3088, 1347, 3, 19346, 2.176, 1.0163778 // 6, 0.304, 0.000, 3088, 1347, 3, 23233, 3.016, 0.25247493 // 7, 0.304, 0.000, 3088, 1347, 3, 27414, 3.004, 0.089354135 // 8, 0.304, 0.000, 3088, 1347, 3, 31285, 3.02, 0.19899842 // 9, 0.304, 0.000, 3088, 1347, 3, 35330, 3.008, 0.12624124 // 10, 0.304, 0.000, 3088, 1347, 3, 39150, 3.0, 0.0 // 11, 0.304, 0.000, 3088, 1347, 3, 43119, 3.0, 0.0 // 12, 0.304, 0.000, 3088, 1347, 3, 47011, 3.0, 0.0 // 13, 0.304, 0.000, 3088, 1347, 3, 51041, 3.0, 0.0 // 14, 0.304, 0.000, 3088, 1347, 3, 54869, 3.0, 0.0 // 15, 0.304, 0.000, 3088, 1347, 3, 58939, 3.0, 0.0 // 16, 0.304, 0.000, 3088, 1347, 3, 62774, 3.0, 0.0 // 17, 0.304, 0.000, 3088, 1347, 3, 66726, 3.0, 0.0 // 18, 0.304, 0.000, 3088, 1347, 3, 70538, 3.0, 0.0 // 19, 0.304, 0.000, 3088, 1347, 3, 74642, 3.0, 0.0 // 20, 0.304, 0.000, 3088, 1347, 3, 78607, 3.0, 0.0 // 21, 0.304, 0.000, 3088, 1347, 3, 82563, 3.0, 0.0 // 22, 0.304, 0.000, 3088, 1347, 3, 86326, 3.0, 0.0 // 23, 0.304, 0.000, 3088, 1347, 3, 90425, 3.0, 0.0 // 24, 0.304, 0.000, 3088, 1347, 3, 94265, 3.0, 0.0 // 25, 0.304, 0.000, 3088, 1347, 3, 98237, 3.0, 0.0 // 26, 0.304, 0.000, 3088, 1347, 3, 102104, 3.0, 0.0 // 27, 0.304, 0.000, 3088, 1347, 3, 106102, 3.0, 0.0 // 28, 0.304, 0.000, 3088, 1347, 3, 109939, 3.0, 0.0 // 29, 0.304, 0.000, 3088, 1347, 3, 113980, 3.0, 0.0 // 30, 0.304, 0.000, 3088, 1347, 3, 117822, 3.0, 0.0 // 31, 0.304, 0.000, 3088, 1347, 3, 121831, 3.0, 0.0 // 32, 0.304, 0.000, 3088, 1347, 3, 125702, 3.0, 0.0 // 33, 0.304, 0.000, 3088, 1347, 3, 129692, 3.0, 0.0 // 34, 0.304, 0.000, 3088, 1347, 3, 133611, 3.0, 0.0 // 35, 0.304, 0.000, 3088, 1347, 3, 137526, 3.0, 0.0 // 36, 0.297, 0.000, 3118, 1317, 5, 141354, 3.004, 0.089354135 // 37, 0.297, 0.000, 3118, 1317, 5, 145333, 3.008, 0.12624124 // 38, 0.297, 0.000, 3118, 1317, 5, 149178, 3.04, 0.27999938 // 39, 0.288, 0.000, 3159, 1276, 5, 153196, 3.2, 0.5999997 // 40, 0.288, 0.000, 3159, 1276, 5, 157364, 3.712, 0.96594864 // 41, 0.283, 0.000, 3179, 1256, 5, 161864, 4.888, 0.4934125 // 42, 0.283, 0.000, 3179, 1256, 5, 166391, 5.024, 0.21776687 // 43, 0.274, 0.000, 3220, 1215, 5, 170972, 5.052, 0.3182695 // 44, 0.271, 0.000, 3233, 1202, 5, 175375, 5.06, 0.3411741 // 45, 0.271, 0.000, 3233, 1202, 5, 179793, 5.008, 0.12624502 // 46, 0.271, 0.000, 3233, 1202, 5, 184056, 5.0, 0.0 // 47, 0.271, 0.000, 3233, 1202, 5, 188546, 5.0, 0.0 // 48, 0.271, 0.000, 3233, 1202, 5, 192909, 5.0, 0.0 // 49, 0.271, 0.000, 3233, 1202, 5, 197327, 5.0, 0.0 // 50, 0.271, 0.000, 3233, 1202, 5, 201595, 5.0, 0.0 // 51, 0.271, 0.000, 3233, 1202, 5, 206048, 5.0, 0.0 // 52, 0.271, 0.000, 3233, 1202, 5, 210405, 5.0, 0.0 // 53, 0.271, 0.000, 3233, 1202, 5, 214862, 5.0, 0.0 // 54, 0.271, 0.000, 3233, 1202, 5, 219153, 5.0, 0.0 // 55, 0.271, 0.000, 3233, 1202, 5, 223702, 5.0, 0.0 // 56, 0.271, 0.000, 3233, 1202, 5, 228066, 5.0, 0.0 // 57, 0.271, 0.000, 3233, 1202, 5, 232498, 5.0, 0.0 // 58, 0.271, 0.000, 3233, 1202, 5, 237013, 5.0, 0.0 // 59, 0.271, 0.000, 3233, 1202, 5, 241684, 5.0, 0.0 // 60, 0.271, 0.000, 3233, 1202, 5, 246040, 5.0, 0.0 // 61, 0.271, 0.000, 3233, 1202, 5, 250573, 5.0, 0.0 // 62, 0.271, 0.000, 3233, 1202, 5, 254939, 5.0, 0.0 // 63, 0.271, 0.000, 3233, 1202, 5, 259231, 5.0, 0.0 // 64, 0.271, 0.000, 3233, 1202, 5, 263589, 5.0, 0.0 // 65, 0.271, 0.000, 3233, 1202, 5, 268037, 5.0, 0.0 // 66, 0.271, 0.000, 3233, 1202, 5, 272414, 5.0, 0.0 // 67, 0.271, 0.000, 3233, 1202, 5, 276997, 5.0, 0.0 // 68, 0.271, 0.000, 3233, 1202, 5, 281362, 5.0, 0.0 // 69, 0.271, 0.000, 3233, 1202, 5, 285789, 5.0, 0.0 // 70, 0.271, 0.000, 3233, 1202, 5, 289988, 5.0, 0.0 // 71, 0.271, 0.000, 3233, 1202, 5, 294543, 5.0, 0.0 // 72, 0.271, 0.000, 3233, 1202, 5, 298891, 5.0, 0.0 // 73, 0.271, 0.000, 3233, 1202, 5, 303410, 5.0, 0.0 // 74, 0.271, 0.000, 3233, 1202, 5, 307892, 5.0, 0.0 // 75, 0.271, 0.000, 3233, 1202, 5, 312469, 5.0, 0.0 // 76, 0.271, 0.000, 3233, 1202, 5, 316875, 5.0, 0.0 // 77, 0.271, 0.000, 3233, 1202, 5, 321302, 5.0, 0.0 // 78, 0.271, 0.000, 3233, 1202, 5, 325711, 5.0, 0.0 // 79, 0.271, 0.000, 3233, 1202, 5, 330123, 5.0, 0.0 // 80, 0.271, 0.000, 3233, 1202, 5, 334594, 5.0, 0.0 // 81, 0.271, 0.000, 3233, 1202, 5, 338971, 5.0, 0.0 // 82, 0.271, 0.000, 3233, 1202, 5, 343498, 5.0, 0.0 // 83, 0.271, 0.000, 3233, 1202, 5, 347979, 5.0, 0.0 // 84, 0.271, 0.000, 3233, 1202, 5, 352374, 5.0, 0.0 // 85, 0.271, 0.000, 3233, 1202, 5, 356838, 5.0, 0.0 // 86, 0.271, 0.000, 3233, 1202, 5, 361151, 5.0, 0.0 // 87, 0.271, 0.000, 3233, 1202, 5, 365717, 5.0, 0.0 // 88, 0.271, 0.000, 3233, 1202, 5, 369930, 5.0, 0.0 // 89, 0.271, 0.000, 3233, 1202, 5, 374330, 5.0, 0.0 // 90, 0.271, 0.000, 3233, 1202, 5, 378646, 5.0, 0.0 // 91, 0.271, 0.000, 3233, 1202, 5, 383055, 5.0, 0.0 // 92, 0.271, 0.000, 3233, 1202, 5, 387431, 5.0, 0.0 // 93, 0.271, 0.000, 3233, 1202, 5, 391865, 5.0, 0.0 // 94, 0.271, 0.000, 3233, 1202, 5, 396352, 5.0, 0.0 // 95, 0.271, 0.000, 3233, 1202, 5, 400863, 5.0, 0.0 // 96, 0.271, 0.000, 3233, 1202, 5, 405265, 5.0, 0.0 // 97, 0.271, 0.000, 3233, 1202, 5, 409664, 5.0, 0.0 // 98, 0.271, 0.000, 3233, 1202, 5, 413920, 5.0, 0.0 // 99, 0.271, 0.000, 3233, 1202, 5, 418426, 5.0, 0.0 // 100, 0.271, 0.000, 3233, 1202, 5, 422810, 5.0, 0.0 // 101, 0.271, 0.000, 3233, 1202, 5, 427253, 5.0, 0.0 // 102, 0.271, 0.000, 3233, 1202, 5, 431650, 5.0, 0.0 // 103, 0.271, 0.000, 3233, 1202, 5, 436019, 5.0, 0.0 // 104, 0.271, 0.000, 3233, 1202, 5, 440460, 5.0, 0.0 // 105, 0.271, 0.000, 3233, 1202, 5, 445102, 5.0, 0.0 // 106, 0.271, 0.000, 3233, 1202, 5, 449444, 5.0, 0.0 // 107, 0.271, 0.000, 3233, 1202, 5, 453993, 5.0, 0.0 // 108, 0.271, 0.000, 3233, 1202, 5, 458341, 5.0, 0.0 // 109, 0.271, 0.000, 3233, 1202, 5, 462939, 5.0, 0.0 // 110, 0.271, 0.000, 3233, 1202, 5, 467380, 5.0, 0.0 // 111, 0.271, 0.000, 3233, 1202, 5, 471887, 5.0, 0.0 // 112, 0.271, 0.000, 3233, 1202, 5, 476041, 5.0, 0.0 // 113, 0.271, 0.000, 3233, 1202, 5, 480356, 5.0, 0.0 // 114, 0.271, 0.000, 3233, 1202, 5, 484705, 5.0, 0.0 // 115, 0.271, 0.000, 3233, 1202, 5, 489238, 5.0, 0.0 // 116, 0.271, 0.000, 3233, 1202, 5, 493663, 5.0, 0.0 // 117, 0.271, 0.000, 3233, 1202, 5, 498109, 5.0, 0.0 // 118, 0.271, 0.000, 3233, 1202, 5, 502622, 5.0, 0.0 // 119, 0.271, 0.000, 3233, 1202, 5, 507124, 5.0, 0.0 // 120, 0.271, 0.000, 3233, 1202, 5, 511682, 5.0, 0.0 // 121, 0.271, 0.000, 3233, 1202, 5, 516171, 5.0, 0.0 // 122, 0.271, 0.000, 3233, 1202, 5, 520470, 5.0, 0.0 // 123, 0.271, 0.000, 3233, 1202, 5, 524905, 5.0, 0.0 // 124, 0.271, 0.000, 3233, 1202, 5, 529313, 5.0, 0.0 // 125, 0.271, 0.000, 3233, 1202, 5, 533770, 5.0, 0.0 // 126, 0.264, 0.000, 3262, 1173, 7, 538252, 5.004, 0.08934346 // 127, 0.264, 0.000, 3262, 1173, 7, 542814, 5.016, 0.17817383 // 128, 0.264, 0.000, 3262, 1173, 7, 547169, 5.084, 0.40117586 // 129, 0.264, 0.000, 3262, 1173, 7, 551914, 5.32, 0.7332105 // 130, 0.264, 0.000, 3262, 1173, 7, 556671, 6.028, 0.999607 // 131, 0.264, 0.000, 3262, 1173, 7, 561623, 7.0, 0.0 // 132, 0.264, 0.000, 3262, 1173, 7, 566520, 7.0, 0.0 // 133, 0.264, 0.000, 3262, 1173, 7, 571808, 7.0, 0.0 // 134, 0.264, 0.000, 3262, 1173, 7, 576915, 7.0, 0.0 // 135, 0.264, 0.000, 3262, 1173, 7, 582138, 7.0, 0.0 // 136, 0.264, 0.000, 3262, 1173, 7, 587068, 7.0, 0.0 // 137, 0.264, 0.000, 3262, 1173, 7, 592471, 7.0, 0.0 // 138, 0.264, 0.000, 3262, 1173, 7, 597385, 7.0, 0.0 // 139, 0.264, 0.000, 3262, 1173, 7, 602456, 7.0, 0.0 // 140, 0.264, 0.000, 3262, 1173, 7, 607365, 7.0, 0.0 // 141, 0.264, 0.000, 3262, 1173, 7, 612508, 7.0, 0.0 // 142, 0.264, 0.000, 3262, 1173, 7, 617407, 7.0, 0.0 // 143, 0.264, 0.000, 3262, 1173, 7, 622532, 7.0, 0.0 // 144, 0.264, 0.000, 3262, 1173, 7, 627711, 7.0, 0.0 // 145, 0.264, 0.000, 3262, 1173, 7, 632861, 7.0, 0.0 // 146, 0.264, 0.000, 3262, 1173, 7, 637742, 7.0, 0.0 // 147, 0.264, 0.000, 3262, 1173, 7, 642940, 7.0, 0.0 // 148, 0.264, 0.000, 3262, 1173, 7, 647954, 7.0, 0.0 // 149, 0.264, 0.000, 3262, 1173, 7, 653113, 7.0, 0.0 // 150, 0.264, 0.000, 3262, 1173, 7, 658188, 7.0, 0.0 // 151, 0.264, 0.000, 3262, 1173, 7, 663419, 7.0, 0.0 // 152, 0.264, 0.000, 3262, 1173, 7, 668563, 7.0, 0.0 // 153, 0.264, 0.000, 3262, 1173, 7, 673775, 7.0, 0.0 // 154, 0.264, 0.000, 3262, 1173, 7, 678806, 7.0, 0.0 // 155, 0.264, 0.000, 3262, 1173, 7, 683912, 7.0, 0.0 // 156, 0.264, 0.000, 3262, 1173, 7, 688969, 7.0, 0.0 // 157, 0.264, 0.000, 3262, 1173, 7, 694285, 7.0, 0.0 // 158, 0.264, 0.000, 3262, 1173, 7, 699310, 7.0, 0.0 // 159, 0.264, 0.000, 3262, 1173, 7, 704542, 7.0, 0.0 // 160, 0.264, 0.000, 3262, 1173, 7, 709433, 7.0, 0.0 // 161, 0.264, 0.000, 3262, 1173, 7, 714689, 7.0, 0.0 // 162, 0.264, 0.000, 3262, 1173, 7, 719650, 7.0, 0.0 // 163, 0.264, 0.000, 3262, 1173, 7, 725023, 7.0, 0.0 // 164, 0.264, 0.000, 3262, 1173, 7, 729987, 7.0, 0.0 // 165, 0.264, 0.000, 3262, 1173, 7, 735100, 7.0, 0.0 // 166, 0.264, 0.000, 3262, 1173, 7, 740130, 7.0, 0.0 // 167, 0.264, 0.000, 3262, 1173, 7, 745181, 7.0, 0.0 // 168, 0.264, 0.000, 3262, 1173, 7, 750007, 7.0, 0.0 // 169, 0.264, 0.000, 3262, 1173, 7, 755113, 7.0, 0.0 // 170, 0.264, 0.000, 3262, 1173, 7, 760048, 7.0, 0.0 // 171, 0.264, 0.000, 3262, 1173, 7, 765149, 7.0, 0.0 // 172, 0.264, 0.000, 3262, 1173, 7, 770228, 7.0, 0.0 // 173, 0.264, 0.000, 3262, 1173, 7, 775509, 7.0, 0.0 // 174, 0.264, 0.000, 3262, 1173, 7, 780277, 7.0, 0.0 // 175, 0.264, 0.000, 3262, 1173, 7, 785480, 7.0, 0.0 // 176, 0.264, 0.000, 3262, 1173, 7, 790429, 7.0, 0.0 // 177, 0.264, 0.000, 3262, 1173, 7, 795540, 7.0, 0.0 // 178, 0.264, 0.000, 3262, 1173, 7, 800772, 7.0, 0.0 // 179, 0.264, 0.000, 3262, 1173, 7, 805914, 7.0, 0.0 // 180, 0.264, 0.000, 3262, 1173, 7, 811061, 7.0, 0.0 // 181, 0.264, 0.000, 3262, 1173, 7, 816265, 7.0, 0.0 // 182, 0.264, 0.000, 3262, 1173, 7, 821194, 7.0, 0.0 // 183, 0.264, 0.000, 3262, 1173, 7, 826364, 7.0, 0.0 // 184, 0.264, 0.000, 3262, 1173, 7, 831370, 7.0, 0.0 // 185, 0.264, 0.000, 3262, 1173, 7, 836466, 7.0, 0.0 // 186, 0.264, 0.000, 3262, 1173, 7, 841473, 7.0, 0.0 // 187, 0.264, 0.000, 3262, 1173, 7, 846610, 7.0, 0.0 // 188, 0.264, 0.000, 3262, 1173, 7, 851697, 7.0, 0.0 // 189, 0.264, 0.000, 3262, 1173, 7, 856918, 7.0, 0.0 // 190, 0.264, 0.000, 3262, 1173, 7, 861794, 7.0, 0.0 // 191, 0.264, 0.000, 3262, 1173, 7, 867065, 7.0, 0.0 // 192, 0.264, 0.000, 3262, 1173, 7, 871910, 7.0, 0.0 // 193, 0.264, 0.000, 3262, 1173, 7, 877296, 7.0, 0.0 // 194, 0.264, 0.000, 3262, 1173, 7, 882484, 7.0, 0.0 // 195, 0.264, 0.000, 3262, 1173, 7, 887637, 7.0, 0.0 // 196, 0.264, 0.000, 3262, 1173, 7, 892734, 7.0, 0.0 // 197, 0.264, 0.000, 3262, 1173, 7, 897944, 7.0, 0.0 // 198, 0.264, 0.000, 3262, 1173, 7, 902927, 7.0, 0.0 // 199, 0.264, 0.000, 3262, 1173, 7, 908006, 7.0, 0.0 // 200, 0.264, 0.000, 3262, 1173, 7, 912954, 7.0, 0.0 // 201, 0.264, 0.000, 3262, 1173, 7, 917925, 7.0, 0.0 // 202, 0.264, 0.000, 3262, 1173, 7, 922888, 7.0, 0.0 // 203, 0.264, 0.000, 3262, 1173, 7, 927958, 7.0, 0.0 // 204, 0.264, 0.000, 3262, 1173, 7, 933068, 7.0, 0.0 // 205, 0.264, 0.000, 3262, 1173, 7, 938191, 7.0, 0.0 // 206, 0.264, 0.000, 3262, 1173, 7, 943162, 7.0, 0.0 // 207, 0.264, 0.000, 3262, 1173, 7, 948316, 7.0, 0.0 // 208, 0.264, 0.000, 3262, 1173, 7, 953255, 7.0, 0.0 // 209, 0.264, 0.000, 3262, 1173, 7, 958505, 7.0, 0.0 // 210, 0.264, 0.000, 3262, 1173, 7, 963606, 7.0, 0.0 // 211, 0.264, 0.000, 3262, 1173, 7, 968772, 7.0, 0.0 // 212, 0.264, 0.000, 3262, 1173, 7, 973907, 7.0, 0.0 // 213, 0.264, 0.000, 3262, 1173, 7, 979144, 7.0, 0.0 // 214, 0.264, 0.000, 3262, 1173, 7, 984097, 7.0, 0.0 // 215, 0.264, 0.000, 3262, 1173, 7, 989113, 7.0, 0.0 // 216, 0.264, 0.000, 3262, 1173, 7, 994256, 7.0, 0.0 // 217, 0.264, 0.000, 3262, 1173, 7, 999466, 7.0, 0.0 // 218, 0.264, 0.000, 3262, 1173, 7, 1004479, 7.0, 0.0 // 219, 0.264, 0.000, 3262, 1173, 7, 1009439, 7.0, 0.0 // 220, 0.264, 0.000, 3262, 1173, 7, 1014446, 7.0, 0.0 // 221, 0.264, 0.000, 3262, 1173, 7, 1019776, 7.0, 0.0 // 222, 0.264, 0.000, 3262, 1173, 7, 1024795, 7.0, 0.0 // 223, 0.264, 0.000, 3262, 1173, 7, 1029970, 7.0, 0.0 // 224, 0.264, 0.000, 3262, 1173, 7, 1034943, 7.0, 0.0 // 225, 0.264, 0.000, 3262, 1173, 7, 1040114, 7.0, 0.0 // 226, 0.264, 0.000, 3262, 1173, 7, 1045116, 7.0, 0.0 // 227, 0.264, 0.000, 3262, 1173, 7, 1050346, 7.0, 0.0 // 228, 0.264, 0.000, 3262, 1173, 7, 1055399, 7.0, 0.0 // 229, 0.264, 0.000, 3262, 1173, 7, 1060527, 7.0, 0.0 // 230, 0.264, 0.000, 3262, 1173, 7, 1065510, 7.0, 0.0 // 231, 0.264, 0.000, 3262, 1173, 7, 1070804, 7.0, 0.0 // 232, 0.264, 0.000, 3262, 1173, 7, 1075936, 7.0, 0.0 // 233, 0.264, 0.000, 3262, 1173, 7, 1081168, 7.0, 0.0 // 234, 0.264, 0.000, 3262, 1173, 7, 1086195, 7.0, 0.0 // 235, 0.264, 0.000, 3262, 1173, 7, 1091351, 7.0, 0.0 // 236, 0.264, 0.000, 3262, 1173, 7, 1096240, 7.0, 0.0 // 237, 0.264, 0.000, 3262, 1173, 7, 1101440, 7.0, 0.0 // 238, 0.264, 0.000, 3262, 1173, 7, 1106410, 7.0, 0.0 // 239, 0.264, 0.000, 3262, 1173, 7, 1111685, 7.0, 0.0 // 240, 0.264, 0.000, 3262, 1173, 7, 1116573, 7.0, 0.0 // 241, 0.264, 0.000, 3262, 1173, 7, 1121719, 7.0, 0.0 // 242, 0.264, 0.000, 3262, 1173, 7, 1126822, 7.0, 0.0 // 243, 0.264, 0.000, 3262, 1173, 7, 1131870, 7.0, 0.0 // 244, 0.264, 0.000, 3262, 1173, 7, 1136871, 7.0, 0.0 // 245, 0.264, 0.000, 3262, 1173, 7, 1141911, 7.0, 0.0 // 246, 0.264, 0.000, 3262, 1173, 7, 1146749, 7.0, 0.0 // 247, 0.264, 0.000, 3262, 1173, 7, 1151905, 7.0, 0.0 // 248, 0.264, 0.000, 3262, 1173, 7, 1157067, 7.0, 0.0 // 249, 0.264, 0.000, 3262, 1173, 7, 1162393, 7.0, 0.0 // 250, 0.264, 0.000, 3262, 1173, 7, 1167266, 7.0, 0.0 // 251, 0.264, 0.000, 3262, 1173, 7, 1172484, 7.0, 0.0 // 252, 0.264, 0.000, 3262, 1173, 7, 1177485, 7.0, 0.0 // 253, 0.264, 0.000, 3262, 1173, 7, 1182670, 7.0, 0.0 // 254, 0.264, 0.000, 3262, 1173, 7, 1187673, 7.0, 0.0 // 255, 0.264, 0.000, 3262, 1173, 7, 1192816, 7.0, 0.0 // 256, 0.264, 0.000, 3262, 1173, 7, 1197806, 7.0, 0.0 // 257, 0.264, 0.000, 3262, 1173, 7, 1202970, 7.0, 0.0 // 258, 0.264, 0.000, 3262, 1173, 7, 1207978, 7.0, 0.0 // 259, 0.264, 0.000, 3262, 1173, 7, 1213020, 7.0, 0.0 // 260, 0.264, 0.000, 3262, 1173, 7, 1218028, 7.0, 0.0 // 261, 0.264, 0.000, 3262, 1173, 7, 1223276, 7.0, 0.0 // 262, 0.264, 0.000, 3262, 1173, 7, 1228357, 7.0, 0.0 // 263, 0.264, 0.000, 3262, 1173, 7, 1233512, 7.0, 0.0 // 264, 0.264, 0.000, 3262, 1173, 7, 1238461, 7.0, 0.0 // 265, 0.264, 0.000, 3262, 1173, 7, 1243574, 7.0, 0.0 // 266, 0.264, 0.000, 3262, 1173, 7, 1248607, 7.0, 0.0 // 267, 0.264, 0.000, 3262, 1173, 7, 1253764, 7.0, 0.0 // 268, 0.264, 0.000, 3262, 1173, 7, 1258836, 7.0, 0.0 // 269, 0.264, 0.000, 3262, 1173, 7, 1263865, 7.0, 0.0 // 270, 0.264, 0.000, 3262, 1173, 7, 1268944, 7.0, 0.0 // 271, 0.264, 0.000, 3262, 1173, 7, 1274224, 7.0, 0.0 // 272, 0.264, 0.000, 3262, 1173, 7, 1279222, 7.0, 0.0 // 273, 0.264, 0.000, 3262, 1173, 7, 1284162, 7.0, 0.0 // 274, 0.264, 0.000, 3262, 1173, 7, 1289014, 7.0, 0.0 // 275, 0.264, 0.000, 3262, 1173, 7, 1294240, 7.0, 0.0 // 276, 0.264, 0.000, 3262, 1173, 7, 1299119, 7.0, 0.0 // 277, 0.264, 0.000, 3262, 1173, 7, 1304328, 7.0, 0.0 // 278, 0.264, 0.000, 3262, 1173, 7, 1309336, 7.0, 0.0 // 279, 0.264, 0.000, 3262, 1173, 7, 1314291, 7.0, 0.0 // 280, 0.264, 0.000, 3262, 1173, 7, 1319375, 7.0, 0.0 // 281, 0.264, 0.000, 3262, 1173, 7, 1324607, 7.0, 0.0 // 282, 0.264, 0.000, 3262, 1173, 7, 1329532, 7.0, 0.0 // 283, 0.264, 0.000, 3262, 1173, 7, 1334891, 7.0, 0.0 // 284, 0.264, 0.000, 3262, 1173, 7, 1339890, 7.0, 0.0 // 285, 0.264, 0.000, 3262, 1173, 7, 1344938, 7.0, 0.0 // 286, 0.264, 0.000, 3262, 1173, 7, 1349736, 7.0, 0.0 // 287, 0.264, 0.000, 3262, 1173, 7, 1354857, 7.0, 0.0 // 288, 0.264, 0.000, 3262, 1173, 7, 1359670, 7.0, 0.0 // 289, 0.264, 0.000, 3262, 1173, 7, 1364800, 7.0, 0.0 // 290, 0.264, 0.000, 3262, 1173, 7, 1369837, 7.0, 0.0 // 291, 0.264, 0.000, 3262, 1173, 7, 1374868, 7.0, 0.0 // 292, 0.264, 0.000, 3262, 1173, 7, 1379907, 7.0, 0.0 // 293, 0.264, 0.000, 3262, 1173, 7, 1385118, 7.0, 0.0 // 294, 0.264, 0.000, 3262, 1173, 7, 1390010, 7.0, 0.0 // 295, 0.264, 0.000, 3262, 1173, 7, 1394942, 7.0, 0.0 // 296, 0.264, 0.000, 3262, 1173, 7, 1399870, 7.0, 0.0 // 297, 0.264, 0.000, 3262, 1173, 7, 1405063, 7.0, 0.0 // 298, 0.264, 0.000, 3262, 1173, 7, 1410002, 7.0, 0.0 // 299, 0.264, 0.000, 3262, 1173, 7, 1415350, 7.0, 0.0 // Population size mean, std dev //7.0, 0.0 // Finished Evolution. 1415secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 4--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.372, 0.000, 2783, 1652, 7, 928, 1.252, 0.934075 // 1, 0.366, 0.000, 2811, 1624, 7, 4416, 1.234, 0.9670802 // 2, 0.355, 0.000, 2861, 1574, 5, 8212, 1.854, 1.7620113 // 3, 0.349, 0.000, 2885, 1550, 5, 12165, 2.774, 2.5469441 // 4, 0.345, 0.000, 2903, 1532, 5, 16746, 5.676, 1.6428707 // 5, 0.345, 0.000, 2905, 1530, 3, 20869, 4.84, 1.540908 // 6, 0.338, 0.000, 2935, 1500, 5, 25499, 4.84, 0.6621166 // 7, 0.338, 0.000, 2935, 1500, 5, 29739, 4.78, 0.67498064 // 8, 0.338, 0.000, 2935, 1500, 5, 34241, 4.748, 0.6636976 // 9, 0.329, 0.000, 2977, 1458, 5, 38467, 4.42, 0.91629666 // 10, 0.329, 0.000, 2977, 1458, 5, 43048, 5.024, 0.21776687 // 11, 0.329, 0.000, 2977, 1458, 5, 47457, 5.044, 0.29336238 // 12, 0.329, 0.000, 2977, 1458, 5, 52056, 5.084, 0.40117586 // 13, 0.328, 0.000, 2979, 1456, 5, 56513, 5.004, 0.08934346 // 14, 0.328, 0.000, 2979, 1456, 5, 61207, 5.0, 0.0 // 15, 0.328, 0.000, 2980, 1455, 5, 65649, 5.0, 0.0 // 16, 0.328, 0.000, 2980, 1455, 5, 70246, 5.0, 0.0 // 17, 0.328, 0.000, 2980, 1455, 5, 74777, 5.0, 0.0 // 18, 0.328, 0.000, 2980, 1455, 5, 79492, 5.0, 0.0 // 19, 0.328, 0.000, 2980, 1455, 5, 83927, 5.0, 0.0 // 20, 0.328, 0.000, 2980, 1455, 5, 88498, 5.0, 0.0 // 21, 0.328, 0.000, 2980, 1455, 5, 92903, 5.0, 0.0 // 22, 0.328, 0.000, 2980, 1455, 5, 97546, 5.0, 0.0 // 23, 0.328, 0.000, 2980, 1455, 5, 102093, 5.0, 0.0 // 24, 0.328, 0.000, 2980, 1455, 5, 106657, 5.0, 0.0 // 25, 0.328, 0.000, 2980, 1455, 5, 110999, 5.0, 0.0 // 26, 0.328, 0.000, 2980, 1455, 5, 115462, 5.0, 0.0 // 27, 0.328, 0.000, 2980, 1455, 5, 119938, 5.0, 0.0 // 28, 0.328, 0.000, 2980, 1455, 5, 124602, 5.0, 0.0 // 29, 0.328, 0.000, 2980, 1455, 5, 129089, 5.0, 0.0 // 30, 0.328, 0.000, 2980, 1455, 5, 133734, 5.0, 0.0 // 31, 0.328, 0.000, 2980, 1455, 5, 138127, 5.0, 0.0 // 32, 0.328, 0.000, 2980, 1455, 5, 142571, 5.0, 0.0 // 33, 0.328, 0.000, 2980, 1455, 5, 147114, 5.0, 0.0 // 34, 0.328, 0.000, 2980, 1455, 5, 151610, 5.0, 0.0 // 35, 0.328, 0.000, 2980, 1455, 5, 156047, 5.0, 0.0 // 36, 0.328, 0.000, 2980, 1455, 5, 160593, 5.0, 0.0 // 37, 0.328, 0.000, 2980, 1455, 5, 164814, 5.0, 0.0 // 38, 0.328, 0.000, 2980, 1455, 5, 169384, 5.0, 0.0 // 39, 0.328, 0.000, 2980, 1455, 5, 173710, 5.0, 0.0 // 40, 0.328, 0.000, 2980, 1455, 5, 178356, 5.0, 0.0 // 41, 0.288, 0.000, 3156, 1279, 8, 182862, 5.006, 0.13402764 // 42, 0.288, 0.000, 3156, 1279, 8, 187513, 5.03, 0.29849285 // 43, 0.288, 0.000, 3156, 1279, 8, 192205, 5.084, 0.49491587 // 44, 0.288, 0.000, 3156, 1279, 8, 197053, 5.228, 0.7949939 // 45, 0.288, 0.000, 3156, 1279, 8, 201724, 5.622, 1.2243828 // 46, 0.283, 0.000, 3180, 1255, 8, 207141, 6.59, 1.5355451 // 47, 0.276, 0.000, 3210, 1225, 8, 212311, 7.828, 0.8890538 // 48, 0.276, 0.000, 3210, 1225, 8, 217849, 8.044, 0.28647757 // 49, 0.276, 0.000, 3210, 1225, 8, 222936, 8.012, 0.1544575 // 50, 0.276, 0.000, 3210, 1225, 8, 228496, 8.036, 0.26589772 // 51, 0.276, 0.000, 3210, 1225, 8, 233759, 8.08, 0.39192167 // 52, 0.276, 0.000, 3210, 1225, 8, 239254, 8.146, 0.51834774 // 53, 0.276, 0.000, 3210, 1225, 8, 244754, 8.224, 0.62755215 // 54, 0.274, 0.000, 3221, 1214, 8, 250097, 8.08, 0.41182697 // 55, 0.274, 0.000, 3221, 1214, 8, 255537, 8.0, 0.0 // 56, 0.274, 0.000, 3221, 1214, 8, 260742, 8.0, 0.0 // 57, 0.274, 0.000, 3221, 1214, 8, 265833, 8.0, 0.0 // 58, 0.274, 0.000, 3221, 1214, 8, 271342, 8.0, 0.0 // 59, 0.274, 0.000, 3221, 1214, 8, 276534, 8.0, 0.0 // 60, 0.274, 0.000, 3221, 1214, 8, 281923, 8.0, 0.0 // 61, 0.274, 0.000, 3221, 1214, 8, 286993, 8.0, 0.0 // 62, 0.272, 0.000, 3227, 1208, 10, 292298, 8.004, 0.08937548 // 63, 0.272, 0.000, 3227, 1208, 10, 297444, 8.028, 0.23497644 // 64, 0.267, 0.000, 3249, 1186, 10, 302655, 8.108, 0.4520377 // 65, 0.267, 0.000, 3249, 1186, 10, 307896, 8.378, 0.7868355 // 66, 0.261, 0.000, 3279, 1156, 10, 313358, 9.086, 1.0288799 // 67, 0.261, 0.000, 3279, 1156, 10, 318781, 10.008, 0.10920048 // 68, 0.261, 0.000, 3279, 1156, 10, 324237, 10.042, 0.33502784 // 69, 0.261, 0.000, 3279, 1156, 10, 329750, 10.0, 0.0 // 70, 0.259, 0.000, 3288, 1147, 10, 335383, 10.0, 0.0 // 71, 0.259, 0.000, 3288, 1147, 10, 340677, 10.008, 0.1262148 // 72, 0.259, 0.000, 3288, 1147, 10, 346431, 10.0, 0.0 // 73, 0.259, 0.000, 3288, 1147, 10, 352034, 10.0, 0.0 // 74, 0.259, 0.000, 3288, 1147, 10, 357545, 10.0, 0.0 // 75, 0.259, 0.000, 3288, 1147, 10, 362910, 10.0, 0.0 // 76, 0.259, 0.000, 3288, 1147, 10, 368399, 10.004, 0.08937548 // 77, 0.259, 0.000, 3288, 1147, 10, 373640, 10.0, 0.0 // 78, 0.258, 0.000, 3290, 1145, 10, 379092, 10.0, 0.0 // 79, 0.258, 0.000, 3290, 1145, 10, 384582, 10.0, 0.0 // 80, 0.255, 0.000, 3302, 1133, 10, 390065, 10.0, 0.0 // 81, 0.255, 0.000, 3302, 1133, 10, 395495, 10.0, 0.0 // 82, 0.255, 0.000, 3302, 1133, 10, 400946, 10.0, 0.0 // 83, 0.255, 0.000, 3302, 1133, 10, 406324, 10.004, 0.08937548 // 84, 0.255, 0.000, 3302, 1133, 10, 412127, 10.012, 0.1544575 // 85, 0.255, 0.000, 3302, 1133, 10, 417518, 10.002, 0.044709075 // 86, 0.255, 0.000, 3302, 1133, 10, 422949, 10.006, 0.07729047 // 87, 0.255, 0.000, 3302, 1133, 10, 428295, 10.0, 0.0 // 88, 0.255, 0.000, 3302, 1133, 10, 433874, 10.0, 0.0 // 89, 0.255, 0.000, 3302, 1133, 10, 439397, 10.0, 0.0 // 90, 0.255, 0.000, 3302, 1133, 10, 444829, 10.0, 0.0 // 91, 0.255, 0.000, 3302, 1133, 10, 450299, 10.0, 0.0 // 92, 0.255, 0.000, 3302, 1133, 10, 456049, 10.0, 0.0 // 93, 0.255, 0.000, 3302, 1133, 10, 461416, 10.0, 0.0 // 94, 0.255, 0.000, 3302, 1133, 10, 467056, 10.0, 0.0 // 95, 0.255, 0.000, 3302, 1133, 10, 472267, 10.0, 0.0 // 96, 0.255, 0.000, 3302, 1133, 10, 477815, 10.0, 0.0 // 97, 0.255, 0.000, 3302, 1133, 10, 483161, 10.0, 0.0 // 98, 0.255, 0.000, 3302, 1133, 10, 488613, 10.0, 0.0 // 99, 0.255, 0.000, 3302, 1133, 10, 493952, 10.0, 0.0 // 100, 0.255, 0.000, 3302, 1133, 10, 499391, 10.0, 0.0 // 101, 0.255, 0.000, 3302, 1133, 10, 504956, 10.0, 0.0 // 102, 0.255, 0.000, 3302, 1133, 10, 510693, 10.0, 0.0 // 103, 0.255, 0.000, 3302, 1133, 10, 516181, 10.0, 0.0 // 104, 0.255, 0.000, 3302, 1133, 10, 521571, 10.0, 0.0 // 105, 0.255, 0.000, 3302, 1133, 10, 526968, 10.0, 0.0 // 106, 0.255, 0.000, 3302, 1133, 10, 532539, 10.0, 0.0 // 107, 0.255, 0.000, 3302, 1133, 10, 538048, 10.0, 0.0 // 108, 0.255, 0.000, 3302, 1133, 10, 543597, 10.0, 0.0 // 109, 0.255, 0.000, 3302, 1133, 10, 548908, 10.0, 0.0 // 110, 0.255, 0.000, 3302, 1133, 10, 554593, 10.0, 0.0 // 111, 0.255, 0.000, 3302, 1133, 10, 559941, 10.0, 0.0 // 112, 0.255, 0.000, 3302, 1133, 10, 565455, 10.0, 0.0 // 113, 0.255, 0.000, 3302, 1133, 10, 570704, 10.0, 0.0 // 114, 0.255, 0.000, 3302, 1133, 10, 576191, 10.0, 0.0 // 115, 0.255, 0.000, 3302, 1133, 10, 581537, 10.0, 0.0 // 116, 0.255, 0.000, 3302, 1133, 10, 587021, 10.0, 0.0 // 117, 0.255, 0.000, 3302, 1133, 10, 592481, 10.0, 0.0 // 118, 0.255, 0.000, 3302, 1133, 10, 598053, 10.0, 0.0 // 119, 0.255, 0.000, 3302, 1133, 10, 603342, 10.0, 0.0 // 120, 0.255, 0.000, 3302, 1133, 10, 608964, 10.0, 0.0 // 121, 0.255, 0.000, 3302, 1133, 10, 614371, 10.0, 0.0 // 122, 0.255, 0.000, 3302, 1133, 10, 619871, 10.0, 0.0 // 123, 0.255, 0.000, 3302, 1133, 10, 625316, 10.0, 0.0 // 124, 0.255, 0.000, 3302, 1133, 10, 630785, 10.0, 0.0 // 125, 0.255, 0.000, 3303, 1132, 11, 636209, 10.002, 0.044709075 // 126, 0.255, 0.000, 3303, 1132, 11, 641785, 10.004, 0.06316782 // 127, 0.255, 0.000, 3303, 1132, 11, 647287, 10.012, 0.10888562 // 128, 0.255, 0.000, 3303, 1132, 11, 652937, 10.036, 0.1862753 // 129, 0.255, 0.000, 3303, 1132, 11, 658396, 10.108, 0.310381 // 130, 0.255, 0.000, 3303, 1132, 11, 663997, 10.262, 0.4397178 // 131, 0.255, 0.000, 3305, 1130, 11, 669676, 10.516, 0.49974817 // 132, 0.255, 0.000, 3305, 1130, 11, 675765, 10.784, 0.41150263 // 133, 0.255, 0.000, 3305, 1130, 11, 681578, 11.0, 0.0 // 134, 0.255, 0.000, 3305, 1130, 11, 687636, 11.0, 0.0 // 135, 0.255, 0.000, 3305, 1130, 11, 693608, 11.0, 0.0 // 136, 0.255, 0.000, 3305, 1130, 11, 699476, 11.0, 0.0 // 137, 0.255, 0.000, 3305, 1130, 11, 705277, 11.0, 0.0 // 138, 0.255, 0.000, 3305, 1130, 11, 711269, 11.0, 0.0 // 139, 0.255, 0.000, 3305, 1130, 11, 716978, 11.0, 0.0 // 140, 0.255, 0.000, 3305, 1130, 11, 723159, 11.0, 0.0 // 141, 0.255, 0.000, 3305, 1130, 11, 728937, 11.0, 0.0 // 142, 0.255, 0.000, 3305, 1130, 11, 734758, 11.0, 0.0 // 143, 0.255, 0.000, 3305, 1130, 11, 740425, 11.0, 0.0 // 144, 0.255, 0.000, 3305, 1130, 11, 746201, 11.0, 0.0 // 145, 0.255, 0.000, 3305, 1130, 11, 752014, 11.0, 0.0 // 146, 0.255, 0.000, 3305, 1130, 11, 757540, 11.0, 0.0 // 147, 0.255, 0.000, 3305, 1130, 11, 763389, 11.0, 0.0 // 148, 0.255, 0.000, 3305, 1130, 11, 769397, 11.0, 0.0 // 149, 0.255, 0.000, 3305, 1130, 11, 775121, 11.0, 0.0 // 150, 0.255, 0.000, 3305, 1130, 11, 781101, 11.0, 0.0 // 151, 0.255, 0.000, 3305, 1130, 11, 787008, 11.0, 0.0 // 152, 0.255, 0.000, 3305, 1130, 11, 792944, 11.0, 0.0 // 153, 0.255, 0.000, 3305, 1130, 11, 798716, 11.0, 0.0 // 154, 0.255, 0.000, 3305, 1130, 11, 804714, 11.0, 0.0 // 155, 0.255, 0.000, 3305, 1130, 11, 810344, 11.0, 0.0 // 156, 0.255, 0.000, 3305, 1130, 11, 816213, 11.0, 0.0 // 157, 0.255, 0.000, 3305, 1130, 11, 821943, 11.0, 0.0 // 158, 0.255, 0.000, 3305, 1130, 11, 827900, 11.0, 0.0 // 159, 0.255, 0.000, 3305, 1130, 11, 833621, 11.0, 0.0 // 160, 0.255, 0.000, 3305, 1130, 11, 839477, 11.0, 0.0 // 161, 0.255, 0.000, 3305, 1130, 11, 845142, 11.0, 0.0 // 162, 0.255, 0.000, 3305, 1130, 11, 851086, 11.0, 0.0 // 163, 0.255, 0.000, 3305, 1130, 11, 856772, 11.0, 0.0 // 164, 0.255, 0.000, 3305, 1130, 11, 862656, 11.0, 0.0 // 165, 0.255, 0.000, 3305, 1130, 11, 868490, 11.0, 0.0 // 166, 0.255, 0.000, 3305, 1130, 11, 874472, 11.0, 0.0 // 167, 0.255, 0.000, 3305, 1130, 11, 880195, 11.0, 0.0 // 168, 0.255, 0.000, 3305, 1130, 11, 886048, 11.0, 0.0 // 169, 0.255, 0.000, 3305, 1130, 11, 891813, 11.0, 0.0 // 170, 0.255, 0.000, 3305, 1130, 11, 897891, 11.0, 0.0 // 171, 0.255, 0.000, 3305, 1130, 11, 903551, 11.0, 0.0 // 172, 0.255, 0.000, 3305, 1130, 11, 909483, 11.0, 0.0 // 173, 0.255, 0.000, 3305, 1130, 11, 915138, 11.0, 0.0 // 174, 0.255, 0.000, 3305, 1130, 11, 921118, 11.0, 0.0 // 175, 0.255, 0.000, 3305, 1130, 11, 926822, 11.0, 0.0 // 176, 0.255, 0.000, 3305, 1130, 11, 932675, 11.0, 0.0 // 177, 0.255, 0.000, 3305, 1130, 11, 938474, 11.0, 0.0 // 178, 0.255, 0.000, 3305, 1130, 11, 944302, 11.0, 0.0 // 179, 0.255, 0.000, 3305, 1130, 11, 949916, 11.0, 0.0 // 180, 0.255, 0.000, 3305, 1130, 11, 955705, 11.0, 0.0 // 181, 0.255, 0.000, 3305, 1130, 11, 961533, 11.0, 0.0 // 182, 0.255, 0.000, 3305, 1130, 11, 966989, 11.0, 0.0 // 183, 0.255, 0.000, 3305, 1130, 11, 972622, 11.0, 0.0 // 184, 0.255, 0.000, 3305, 1130, 11, 978486, 11.0, 0.0 // 185, 0.255, 0.000, 3305, 1130, 11, 984389, 11.0, 0.0 // 186, 0.255, 0.000, 3305, 1130, 11, 990367, 11.0, 0.0 // 187, 0.255, 0.000, 3305, 1130, 11, 996202, 11.0, 0.0 // 188, 0.255, 0.000, 3305, 1130, 11, 1002101, 11.0, 0.0 // 189, 0.255, 0.000, 3305, 1130, 11, 1007828, 11.0, 0.0 // 190, 0.255, 0.000, 3305, 1130, 11, 1013673, 11.0, 0.0 // 191, 0.255, 0.000, 3305, 1130, 11, 1019530, 11.0, 0.0 // 192, 0.255, 0.000, 3305, 1130, 11, 1025261, 11.0, 0.0 // 193, 0.255, 0.000, 3305, 1130, 11, 1031055, 11.0, 0.0 // 194, 0.255, 0.000, 3305, 1130, 11, 1036659, 11.0, 0.0 // 195, 0.255, 0.000, 3305, 1130, 11, 1042516, 11.0, 0.0 // 196, 0.255, 0.000, 3305, 1130, 11, 1048489, 11.0, 0.0 // 197, 0.255, 0.000, 3305, 1130, 11, 1054415, 11.0, 0.0 // 198, 0.255, 0.000, 3305, 1130, 11, 1060166, 11.0, 0.0 // 199, 0.255, 0.000, 3305, 1130, 11, 1065951, 11.0, 0.0 // 200, 0.255, 0.000, 3305, 1130, 11, 1071856, 11.0, 0.0 // 201, 0.255, 0.000, 3305, 1130, 11, 1077751, 11.0, 0.0 // 202, 0.255, 0.000, 3305, 1130, 11, 1083689, 11.0, 0.0 // 203, 0.255, 0.000, 3305, 1130, 11, 1089346, 11.0, 0.0 // 204, 0.255, 0.000, 3305, 1130, 11, 1095312, 11.0, 0.0 // 205, 0.255, 0.000, 3305, 1130, 11, 1101094, 11.0, 0.0 // 206, 0.255, 0.000, 3305, 1130, 11, 1106941, 11.0, 0.0 // 207, 0.255, 0.000, 3305, 1130, 11, 1112643, 11.0, 0.0 // 208, 0.255, 0.000, 3305, 1130, 11, 1118430, 11.0, 0.0 // 209, 0.255, 0.000, 3305, 1130, 11, 1124290, 11.0, 0.0 // 210, 0.255, 0.000, 3305, 1130, 11, 1130281, 11.0, 0.0 // 211, 0.255, 0.000, 3305, 1130, 11, 1136126, 11.0, 0.0 // 212, 0.255, 0.000, 3305, 1130, 11, 1142013, 11.0, 0.0 // 213, 0.255, 0.000, 3305, 1130, 11, 1147710, 11.0, 0.0 // 214, 0.255, 0.000, 3305, 1130, 11, 1153665, 11.0, 0.0 // 215, 0.255, 0.000, 3305, 1130, 11, 1159280, 11.0, 0.0 // 216, 0.255, 0.000, 3305, 1130, 11, 1165109, 11.0, 0.0 // 217, 0.255, 0.000, 3305, 1130, 11, 1171085, 11.0, 0.0 // 218, 0.255, 0.000, 3305, 1130, 11, 1176939, 11.0, 0.0 // 219, 0.255, 0.000, 3305, 1130, 11, 1182628, 11.0, 0.0 // 220, 0.255, 0.000, 3305, 1130, 11, 1188592, 11.0, 0.0 // 221, 0.255, 0.000, 3305, 1130, 11, 1194277, 11.0, 0.0 // 222, 0.255, 0.000, 3305, 1130, 11, 1200029, 11.0, 0.0 // 223, 0.255, 0.000, 3305, 1130, 11, 1205690, 11.0, 0.0 // 224, 0.255, 0.000, 3305, 1130, 11, 1211672, 11.0, 0.0 // 225, 0.255, 0.000, 3305, 1130, 11, 1217370, 11.0, 0.0 // 226, 0.255, 0.000, 3305, 1130, 11, 1223458, 11.0, 0.0 // 227, 0.255, 0.000, 3305, 1130, 11, 1229352, 11.0, 0.0 // 228, 0.255, 0.000, 3305, 1130, 11, 1235125, 11.0, 0.0 // 229, 0.255, 0.000, 3305, 1130, 11, 1240807, 11.0, 0.0 // 230, 0.255, 0.000, 3305, 1130, 11, 1246676, 11.0, 0.0 // 231, 0.255, 0.000, 3305, 1130, 11, 1252779, 11.0, 0.0 // 232, 0.255, 0.000, 3305, 1130, 11, 1258554, 11.0, 0.0 // 233, 0.255, 0.000, 3305, 1130, 11, 1264417, 11.0, 0.0 // 234, 0.255, 0.000, 3305, 1130, 11, 1270262, 11.0, 0.0 // 235, 0.255, 0.000, 3305, 1130, 11, 1275884, 11.0, 0.0 // 236, 0.255, 0.000, 3305, 1130, 11, 1281845, 11.0, 0.0 // 237, 0.255, 0.000, 3305, 1130, 11, 1287496, 11.0, 0.0 // 238, 0.255, 0.000, 3305, 1130, 11, 1293358, 11.0, 0.0 // 239, 0.255, 0.000, 3305, 1130, 11, 1298840, 11.0, 0.0 // 240, 0.255, 0.000, 3305, 1130, 11, 1304558, 11.0, 0.0 // 241, 0.255, 0.000, 3305, 1130, 11, 1310344, 11.0, 0.0 // 242, 0.255, 0.000, 3305, 1130, 11, 1316261, 11.0, 0.0 // 243, 0.255, 0.000, 3305, 1130, 11, 1322085, 11.0, 0.0 // 244, 0.255, 0.000, 3305, 1130, 11, 1327845, 11.0, 0.0 // 245, 0.255, 0.000, 3305, 1130, 11, 1333695, 11.0, 0.0 // 246, 0.255, 0.000, 3305, 1130, 11, 1339528, 11.0, 0.0 // 247, 0.255, 0.000, 3305, 1130, 11, 1345240, 11.0, 0.0 // 248, 0.255, 0.000, 3305, 1130, 11, 1351150, 11.0, 0.0 // 249, 0.255, 0.000, 3305, 1130, 11, 1356926, 11.0, 0.0 // 250, 0.255, 0.000, 3305, 1130, 11, 1362907, 11.0, 0.0 // 251, 0.255, 0.000, 3305, 1130, 11, 1368636, 11.0, 0.0 // 252, 0.255, 0.000, 3305, 1130, 11, 1374636, 11.0, 0.0 // 253, 0.255, 0.000, 3305, 1130, 11, 1380531, 11.0, 0.0 // 254, 0.255, 0.000, 3305, 1130, 11, 1386474, 11.0, 0.0 // 255, 0.255, 0.000, 3305, 1130, 11, 1392269, 11.0, 0.0 // 256, 0.255, 0.000, 3305, 1130, 11, 1398217, 11.0, 0.0 // 257, 0.255, 0.000, 3305, 1130, 11, 1403842, 11.0, 0.0 // 258, 0.255, 0.000, 3305, 1130, 11, 1409825, 11.0, 0.0 // 259, 0.255, 0.000, 3305, 1130, 11, 1415473, 11.0, 0.0 // 260, 0.255, 0.000, 3305, 1130, 11, 1421212, 11.0, 0.0 // 261, 0.255, 0.000, 3305, 1130, 11, 1426951, 11.0, 0.0 // 262, 0.255, 0.000, 3305, 1130, 11, 1432932, 11.0, 0.0 // 263, 0.255, 0.000, 3305, 1130, 11, 1438843, 11.0, 0.0 // 264, 0.255, 0.000, 3305, 1130, 11, 1444916, 11.0, 0.0 // 265, 0.255, 0.000, 3305, 1130, 11, 1450705, 11.0, 0.0 // 266, 0.255, 0.000, 3305, 1130, 11, 1456725, 11.0, 0.0 // 267, 0.255, 0.000, 3305, 1130, 11, 1462446, 11.0, 0.0 // 268, 0.255, 0.000, 3305, 1130, 11, 1468269, 11.0, 0.0 // 269, 0.255, 0.000, 3305, 1130, 11, 1474019, 11.0, 0.0 // 270, 0.255, 0.000, 3305, 1130, 11, 1479814, 11.0, 0.0 // 271, 0.255, 0.000, 3305, 1130, 11, 1485632, 11.0, 0.0 // 272, 0.255, 0.000, 3305, 1130, 11, 1491645, 11.0, 0.0 // 273, 0.255, 0.000, 3305, 1130, 11, 1497370, 11.0, 0.0 // 274, 0.255, 0.000, 3305, 1130, 11, 1503292, 11.0, 0.0 // 275, 0.255, 0.000, 3305, 1130, 11, 1509019, 11.0, 0.0 // 276, 0.255, 0.000, 3305, 1130, 11, 1515007, 11.0, 0.0 // 277, 0.255, 0.000, 3305, 1130, 11, 1520863, 11.0, 0.0 // 278, 0.255, 0.000, 3305, 1130, 11, 1526748, 11.0, 0.0 // 279, 0.255, 0.000, 3305, 1130, 11, 1532614, 11.0, 0.0 // 280, 0.255, 0.000, 3305, 1130, 11, 1538491, 11.0, 0.0 // 281, 0.255, 0.000, 3305, 1130, 11, 1544357, 11.0, 0.0 // 282, 0.255, 0.000, 3305, 1130, 11, 1550168, 11.0, 0.0 // 283, 0.255, 0.000, 3305, 1130, 11, 1555841, 11.0, 0.0 // 284, 0.255, 0.000, 3305, 1130, 11, 1561560, 11.0, 0.0 // 285, 0.255, 0.000, 3305, 1130, 11, 1567162, 11.0, 0.0 // 286, 0.255, 0.000, 3305, 1130, 11, 1573277, 11.0, 0.0 // 287, 0.255, 0.000, 3305, 1130, 11, 1578997, 11.0, 0.0 // 288, 0.255, 0.000, 3305, 1130, 11, 1584779, 11.0, 0.0 // 289, 0.255, 0.000, 3305, 1130, 11, 1590637, 11.0, 0.0 // 290, 0.255, 0.000, 3305, 1130, 11, 1596395, 11.0, 0.0 // 291, 0.255, 0.000, 3305, 1130, 11, 1601931, 11.0, 0.0 // 292, 0.255, 0.000, 3305, 1130, 11, 1607840, 11.0, 0.0 // 293, 0.255, 0.000, 3305, 1130, 11, 1613587, 11.0, 0.0 // 294, 0.255, 0.000, 3305, 1130, 11, 1619202, 11.0, 0.0 // 295, 0.255, 0.000, 3305, 1130, 11, 1625025, 11.0, 0.0 // 296, 0.255, 0.000, 3305, 1130, 11, 1630932, 11.0, 0.0 // 297, 0.255, 0.000, 3305, 1130, 11, 1636741, 11.0, 0.0 // 298, 0.255, 0.000, 3305, 1130, 11, 1642483, 11.0, 0.0 // 299, 0.255, 0.000, 3305, 1130, 11, 1648135, 11.0, 0.0 // Population size mean, std dev //11.0, 0.0 // Finished Evolution. 1648secs. 299 generations. // 151495 individuals evaluated. // Genetic Programming halted by the user // 151495 individuals evaluated. Run: 5--------------------------------------- // sxGP v0.1.06 // by Olly Oechsle // Problem: Classification t=5 // Gen, Fitness, Alt Fitness, Hits, Errors, Size, Time // 0, 0.356, 0.000, 2855, 1580, 5, 1219, 1.25, 0.89861 // 1, 0.356, 0.000, 2855, 1580, 5, 4670, 1.202, 0.7727846 // 2, 0.330, 0.000, 2970, 1465, 5, 8210, 1.288, 0.8882882 // 3, 0.330, 0.000, 2970, 1465, 5, 12049, 1.904, 1.5332265 // 4, 0.330, 0.000, 2970, 1465, 5, 16056, 3.898, 1.561921 // 5, 0.330, 0.000, 2970, 1465, 5, 20605, 5.028, 0.28145677 // 6, 0.326, 0.000, 2991, 1444, 11, 25011, 5.134, 0.62613577 // 7, 0.313, 0.000, 3047, 1388, 11, 29806, 5.076, 0.6589561 // 8, 0.313, 0.000, 3047, 1388, 11, 34144, 5.396, 1.4734939 // 9, 0.308, 0.000, 3067, 1368, 11, 38974, 6.614, 2.6269763 // 10, 0.306, 0.000, 3080, 1355, 7, 44117, 9.916, 2.1938403 // 11, 0.294, 0.000, 3131, 1304, 12, 49779, 10.834, 1.0190448 // 12, 0.288, 0.000, 3157, 1278, 11, 55116, 10.786, 0.9508931 // 13, 0.285, 0.000, 3173, 1262, 11, 60720, 10.556, 1.3427106 // 14, 0.282, 0.000, 3184, 1251, 11, 66221, 10.38, 1.6160454 // 15, 0.282, 0.000, 3184, 1251, 11, 71842, 11.016, 0.97557765 // 16, 0.280, 0.000, 3195, 1240, 13, 77096, 11.196, 0.48742113 // 17, 0.268, 0.000, 3248, 1187, 13, 82556, 11.062, 0.3874874 // 18, 0.268, 0.000, 3248, 1187, 13, 88050, 11.176, 0.5665948 // 19, 0.266, 0.000, 3254, 1181, 11, 93853, 11.288, 0.6993224 // 20, 0.266, 0.000, 3254, 1181, 11, 99587, 11.592, 0.9217012 // 21, 0.266, 0.000, 3254, 1181, 11, 105580, 12.094, 1.0065626 // 22, 0.266, 0.000, 3254, 1181, 11, 111540, 12.832, 0.59648067 // 23, 0.266, 0.000, 3256, 1179, 13, 117688, 12.74, 0.7927282 // 24, 0.266, 0.000, 3256, 1179, 13, 123406, 12.412, 0.9111867 // 25, 0.264, 0.000, 3265, 1170, 13, 129556, 11.948, 0.9986487 // 26, 0.264, 0.000, 3265, 1170, 13, 135192, 11.68, 0.9474166 // 27, 0.264, 0.000, 3265, 1170, 13, 141129, 11.972, 0.99961084 // 28, 0.264, 0.000, 3266, 1169, 13, 146861, 12.756, 0.65457374 // 29, 0.263, 0.000, 3270, 1165, 13, 153025, 13.0, 0.0 // 30, 0.263, 0.000, 3270, 1165, 13, 158984, 13.0, 0.0 // 31, 0.262, 0.000, 3271, 1164, 13, 165238, 13.002, 0.044709075 // 32, 0.262, 0.000, 3271, 1164, 13, 171040, 13.006, 0.13407034 // 33, 0.255, 0.000, 3304, 1131, 17, 177279, 13.026, 0.27077386 // 34, 0.251, 0.000, 3323, 1112, 17, 183207, 13.086, 0.5124339 // 35, 0.251, 0.000, 3324, 1111, 17, 189465, 13.23, 0.8815412 // 36, 0.251, 0.000, 3324, 1111, 17, 195419, 13.766, 1.5255344 // 37, 0.251, 0.000, 3324, 1111, 17, 202352, 15.202, 1.9176028 // 38, 0.251, 0.000, 3324, 1111, 17, 208971, 17.0, 0.28281897 // 39, 0.249, 0.000, 3329, 1106, 17, 216068, 17.024, 0.21777125 // 40, 0.248, 0.000, 3335, 1100, 17, 222734, 17.03, 0.32414815 // 41, 0.248, 0.000, 3335, 1100, 17, 229537, 17.004, 0.08941815 // 42, 0.248, 0.000, 3335, 1100, 17, 236137, 17.006, 0.18429884 // 43, 0.248, 0.000, 3336, 1099, 17, 242976, 17.014, 0.22316964 // 44, 0.248, 0.000, 3336, 1099, 17, 249731, 17.044, 0.31945387 // 45, 0.248, 0.000, 3336, 1099, 17, 256652, 17.068, 0.42349946 // 46, 0.248, 0.000, 3336, 1099, 17, 263296, 17.004, 0.08941815 // 47, 0.248, 0.000, 3336, 1099, 17, 270208, 17.012, 0.15458094 // 48, 0.248, 0.000, 3337, 1098, 17, 276682, 17.028, 0.23496021 // 49, 0.248, 0.000, 3337, 1098, 17, 283773, 16.996, 0.08941815 // 50, 0.248, 0.000, 3337, 1098, 17, 290344, 16.996, 0.08941815 // 51, 0.248, 0.000, 3337, 1098, 17, 297202, 16.996, 0.08941815 // 52, 0.248, 0.000, 3337, 1098, 17, 303956, 16.996, 0.08941815 // 53, 0.248, 0.000, 3337, 1098, 17, 310998, 16.996, 0.08941815 // 54, 0.248, 0.000, 3337, 1098, 17, 317784, 16.996, 0.08941815 // 55, 0.248, 0.000, 3337, 1098, 17, 324885, 17.0, 0.0 // 56, 0.248, 0.000, 3337, 1098, 17, 331385, 17.0, 0.0 // 57, 0.248, 0.000, 3337, 1098, 17, 338484, 17.0, 0.0 // 58, 0.247, 0.000, 3338, 1097, 20, 345183, 17.006, 0.13395648 // 59, 0.246, 0.000, 3345, 1090, 20, 352040, 17.012, 0.18944305 // 60, 0.246, 0.000, 3345, 1090, 20, 358624, 17.048, 0.37642145 // 61, 0.246, 0.000, 3345, 1090, 20, 365521, 17.192, 0.7342711 // 62, 0.246, 0.000, 3345, 1090, 20, 372713, 17.66, 1.2427524 // 63, 0.245, 0.000, 3350, 1085, 20, 380144, 18.506, 1.4999796 // 64, 0.245, 0.000, 3350, 1085, 20, 387518, 19.596, 1.0338066 // 65, 0.245, 0.000, 3350, 1085, 20, 395371, 20.0, 0.0 // 66, 0.245, 0.000, 3350, 1085, 20, 402980, 20.0, 0.0 // 67, 0.245, 0.000, 3350, 1085, 20, 410904, 20.004, 0.08941815 // 68, 0.245, 0.000, 3350, 1085, 20, 418295, 20.008, 0.12633564 // 69, 0.245, 0.000, 3350, 1085, 20, 425907, 20.008, 0.12633564 // 70, 0.245, 0.000, 3350, 1085, 20, 433599, 20.0, 0.0 // 71, 0.245, 0.000, 3350, 1085, 20, 441337, 20.0, 0.0 // 72, 0.245, 0.000, 3350, 1085, 20, 448739, 20.0, 0.0 // 73, 0.245, 0.000, 3350, 1085, 20, 456403, 20.0, 0.0 // 74, 0.245, 0.000, 3350, 1085, 20, 464150, 20.0, 0.0 // 75, 0.245, 0.000, 3350, 1085, 20, 472121, 20.0, 0.0 // 76, 0.245, 0.000, 3350, 1085, 20, 479732, 20.0, 0.0 // 77, 0.245, 0.000, 3350, 1085, 20, 487752, 20.0, 0.0 // 78, 0.245, 0.000, 3350, 1085, 20, 495202, 20.0, 0.0 // 79, 0.245, 0.000, 3350, 1085, 20, 503021, 20.0, 0.0 // 80, 0.245, 0.000, 3350, 1085, 20, 510678, 20.0, 0.0 // 81, 0.245, 0.000, 3350, 1085, 20, 518330, 20.0, 0.0 // 82, 0.245, 0.000, 3350, 1085, 20, 525973, 20.0, 0.0 // 83, 0.245, 0.000, 3350, 1085, 20, 534039, 20.0, 0.0 // 84, 0.245, 0.000, 3350, 1085, 20, 541558, 20.0, 0.0 // 85, 0.245, 0.000, 3350, 1085, 20, 549397, 20.0, 0.0 // 86, 0.245, 0.000, 3350, 1085, 20, 556689, 20.0, 0.0 // 87, 0.245, 0.000, 3350, 1085, 20, 564516, 20.0, 0.0 // 88, 0.245, 0.000, 3350, 1085, 20, 572266, 20.0, 0.0 // 89, 0.245, 0.000, 3350, 1085, 20, 580082, 20.0, 0.0 // 90, 0.245, 0.000, 3350, 1085, 20, 587356, 20.0, 0.0 // 91, 0.245, 0.000, 3350, 1085, 20, 595151, 20.0, 0.0 // 92, 0.245, 0.000, 3350, 1085, 20, 602868, 20.0, 0.0 // 93, 0.245, 0.000, 3350, 1085, 20, 610816, 20.0, 0.0 // 94, 0.245, 0.000, 3350, 1085, 20, 618145, 20.0, 0.0 // 95, 0.245, 0.000, 3350, 1085, 20, 625766, 20.0, 0.0 // 96, 0.245, 0.000, 3350, 1085, 20, 633042, 20.0, 0.0 // 97, 0.245, 0.000, 3350, 1085, 20, 640973, 20.0, 0.0 // 98, 0.245, 0.000, 3350, 1085, 20, 648657, 20.0, 0.0 // 99, 0.245, 0.000, 3350, 1085, 20, 656308, 20.0, 0.0 // 100, 0.245, 0.000, 3350, 1085, 20, 663873, 20.0, 0.0 // 101, 0.245, 0.000, 3350, 1085, 20, 671605, 20.0, 0.0 // 102, 0.245, 0.000, 3350, 1085, 20, 679080, 20.0, 0.0 // 103, 0.245, 0.000, 3350, 1085, 20, 686734, 20.0, 0.0 // 104, 0.245, 0.000, 3350, 1085, 20, 694439, 20.0, 0.0 // 105, 0.245, 0.000, 3350, 1085, 20, 702474, 20.0, 0.0 // 106, 0.245, 0.000, 3350, 1085, 20, 709898, 20.0, 0.0 // 107, 0.245, 0.000, 3350, 1085, 20, 717660, 20.0, 0.0 // 108, 0.245, 0.000, 3350, 1085, 20, 725066, 20.0, 0.0 // 109, 0.245, 0.000, 3350, 1085, 20, 732943, 20.0, 0.0 // 110, 0.245, 0.000, 3350, 1085, 20, 740485, 20.0, 0.0 // 111, 0.245, 0.000, 3350, 1085, 20, 748182, 20.0, 0.0 // 112, 0.245, 0.000, 3350, 1085, 20, 755618, 20.0, 0.0 // 113, 0.245, 0.000, 3350, 1085, 20, 763429, 20.0, 0.0 // 114, 0.245, 0.000, 3350, 1085, 20, 770872, 20.0, 0.0 // 115, 0.245, 0.000, 3350, 1085, 20, 778734, 20.0, 0.0 // 116, 0.245, 0.000, 3350, 1085, 20, 786035, 20.0, 0.0 // 117, 0.245, 0.000, 3350, 1085, 20, 793622, 20.0, 0.0 // 118, 0.245, 0.000, 3350, 1085, 20, 801381, 20.0, 0.0 // 119, 0.245, 0.000, 3350, 1085, 20, 809383, 20.0, 0.0 // 120, 0.245, 0.000, 3350, 1085, 20, 816942, 20.0, 0.0 // 121, 0.245, 0.000, 3350, 1085, 20, 824962, 20.0, 0.0 // 122, 0.245, 0.000, 3350, 1085, 20, 833402, 20.0, 0.0 // 123, 0.245, 0.000, 3350, 1085, 20, 842522, 20.0, 0.0 // 124, 0.245, 0.000, 3350, 1085, 20, 851076, 20.0, 0.0 Process finished with exit code 143