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Initial Experiments

Intro ] [ medium-discretized-XOR-before ]

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Population xorGA : # 1 : Fitness 0.7206982543890275 ( Avg. 0.17810473821470893 ) Population xorGA : # 2 : Fitness 0.7206982543890275 ( Avg. 0.15605985043416015 ) Population xorGA : # 3 : Fitness 0.7157107232169576 ( Avg. 0.1650374065438859 ) Population xorGA : # 4 : Fitness 0.7157107232169576 ( Avg. 0.15451371577081852 ) Population xorGA : # 5 : Fitness 0.7157107232169576 ( Avg. 0.14234413971096813 ) Population xorGA : # 6 : Fitness 0.7157107232169576 ( Avg. 0.132119700808225 ) Population xorGA : # 7 : Fitness 0.7157107232169576 ( Avg. 0.11281795517231478 ) Population xorGA : # 8 : Fitness 0.7157107232169576 ( Avg. 0.1295261845987487 ) Population xorGA : # 9 : Fitness 0.7157107232169576 ( Avg. 0.1093266833518659 ) Population xorGA : # 10 : Fitness 0.7157107232169576 ( Avg. 0.12498753123216516 ) Population xorGA : # 11 : Fitness 0.7157107232169576 ( Avg. 0.14134663347655418 ) Population xorGA : # 12 : Fitness 0.7182044888029926 ( Avg. 0.13067331676832475 ) Population xorGA : # 13 : Fitness 0.7182044888029926 ( Avg. 0.13610972574588087 ) Population xorGA : # 14 : Fitness 0.7182044888029926 ( Avg. 0.1260349127782998 ) Population xorGA : # 15 : Fitness 0.7182044888029926 ( Avg. 0.1148628429528634 ) Population xorGA : # 16 : Fitness 0.7182044888029926 ( Avg. 0.0985037407084744 ) Population xorGA : # 17 : Fitness 0.7182044888029926 ( Avg. 0.09675810479824996 ) Population xorGA : # 18 : Fitness 0.7182044888029926 ( Avg. 0.09760598509750183 ) Population xorGA : # 19 : Fitness 0.7182044888029926 ( Avg. 0.07316708235435969 ) Population xorGA : # 20 : Fitness 0.7182044888029926 ( Avg. 0.08488778060872378 ) Population xorGA : # 21 : Fitness 0.7182044888029926 ( Avg. 0.09755610978578112 ) Population xorGA : # 22 : Fitness 0.7082294264588529 ( Avg. 0.09850374070847437 ) Population xorGA : # 23 : Fitness 0.7107231920448878 ( Avg. 0.08947630928702802 ) Population xorGA : # 24 : Fitness 0.7157107232169576 ( Avg. 0.08418952624463401 ) Population xorGA : # 25 : Fitness 0.7157107232169576 ( Avg. 0.075760598563836 ) Population xorGA : # 26 : Fitness 0.7157107232169576 ( Avg. 0.08917705741670381 ) Population xorGA : # 27 : Fitness 0.7157107232169576 ( Avg. 0.08204488784064401 ) Population xorGA : # 28 : Fitness 0.7157107232169576 ( Avg. 0.07561097262867393 ) Population xorGA : # 29 : Fitness 0.7157107232169576 ( Avg. 0.07915211976084352 ) Population xorGA : # 30 : Fitness 0.7157107232169576 ( Avg. 0.06653366589550685 ) Population xorGA : # 31 : Fitness 0.7157107232169576 ( Avg. 0.06673316714238965 ) Population xorGA : # 32 : Fitness 0.7157107232169576 ( Avg. 0.08159601003515773 ) Population xorGA : # 33 : Fitness 0.7157107232169576 ( Avg. 0.06733167088303803 ) Population xorGA : # 34 : Fitness 0.7157107232169576 ( Avg. 0.055760598563836014 ) Population xorGA : # 35 : Fitness 0.7157107232169576 ( Avg. 0.056159601057601594 ) Population xorGA : # 36 : Fitness 0.7157107232169576 ( Avg. 0.07152119706757665 ) Population xorGA : # 37 : Fitness 0.7157107232169576 ( Avg. 0.07147132175585595 ) Population xorGA : # 38 : Fitness 0.7157107232169576 ( Avg. 0.062044887840644006 ) Population xorGA : # 39 : Fitness 0.7157107232169576 ( Avg. 0.058802992578798605 ) Population xorGA : # 40 : Fitness 0.7157107232169576 ( Avg. 0.05835411477331232 ) Population xorGA : # 41 : Fitness 0.7157107232169576 ( Avg. 0.06094763098278863 ) Population xorGA : # 42 : Fitness 0.7132169576309227 ( Avg. 0.051122194573811085 ) Population xorGA : # 43 : Fitness 0.7157107232169576 ( Avg. 0.06314214469849935 ) Population xorGA : # 44 : Fitness 0.7157107232169576 ( Avg. 0.06274314220473376 ) Population xorGA : # 45 : Fitness 0.7157107232169576 ( Avg. 0.06279301751645446 ) Population xorGA : # 46 : Fitness 0.7157107232169576 ( Avg. 0.048977556169821065 ) Population xorGA : # 47 : Fitness 0.7157107232169576 ( Avg. 0.06279301751645446 ) Population xorGA : # 48 : Fitness 0.7182044888029926 ( Avg. 0.06259351626957167 ) Population xorGA : # 49 : Fitness 0.7182044888029926 ( Avg. 0.06339152125710285 ) Population xorGA : # 50 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 51 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 52 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 53 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 54 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 55 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 56 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 57 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 58 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 59 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 60 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 61 : Fitness 0.7182044888029926 ( Avg. 0.06289276813989585 ) Population xorGA : # 62 : Fitness 0.7182044888029926 ( Avg. 0.06039900255386095 ) Population xorGA : # 63 : Fitness 0.7182044888029926 ( Avg. 0.06339152125710285 ) Population xorGA : # 64 : Fitness 0.7182044888029926 ( Avg. 0.06009975068353676 ) Population xorGA : # 65 : Fitness 0.7182044888029926 ( Avg. 0.05082294270348689 ) Population xorGA : # 66 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 67 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 68 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 69 : Fitness 0.7182044888029926 ( Avg. 0.05092269332692829 ) Population xorGA : # 70 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 71 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 72 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 73 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 74 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 75 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 76 : Fitness 0.7182044888029926 ( Avg. 0.06269326689301306 ) Population xorGA : # 77 : Fitness 0.7182044888029926 ( Avg. 0.06254364095785098 ) Population xorGA : # 78 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 79 : Fitness 0.7182044888029926 ( Avg. 0.05092269332692829 ) Population xorGA : # 80 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 81 : Fitness 0.7182044888029926 ( Avg. 0.05082294270348689 ) Population xorGA : # 82 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 83 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 84 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 85 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 86 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 87 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 88 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 89 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 90 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 91 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 92 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 93 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 94 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 95 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 96 : Fitness 0.7182044888029926 ( Avg. 0.06339152125710285 ) Population xorGA : # 97 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 98 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 99 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 100 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 101 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 102 : Fitness 0.7182044888029926 ( Avg. 0.06154613472343701 ) Population xorGA : # 103 : Fitness 0.7182044888029926 ( Avg. 0.062194513775806086 ) Population xorGA : # 104 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 105 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 106 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 107 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 108 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 109 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 110 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 111 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 112 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 113 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 114 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 115 : Fitness 0.7182044888029926 ( Avg. 0.06329177063366145 ) Population xorGA : # 116 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 117 : Fitness 0.7182044888029926 ( Avg. 0.05830423946159162 ) Population xorGA : # 118 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 119 : Fitness 0.7182044888029926 ( Avg. 0.062194513775806086 ) Population xorGA : # 120 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 121 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 122 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 123 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 124 : Fitness 0.7182044888029926 ( Avg. 0.049925187092514325 ) Population xorGA : # 125 : Fitness 0.7182044888029926 ( Avg. 0.06274314220473376 ) Population xorGA : # 126 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 127 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 128 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 129 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 130 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 131 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 132 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 133 : Fitness 0.7182044888029926 ( Avg. 0.06284289282817515 ) Population xorGA : # 134 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 135 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 136 : Fitness 0.7182044888029926 ( Avg. 0.06339152125710285 ) Population xorGA : # 137 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 138 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 139 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 140 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 141 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 142 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 143 : Fitness 0.7182044888029926 ( Avg. 0.049276808040145254 ) Population xorGA : # 144 : Fitness 0.7182044888029926 ( Avg. 0.04962593522219014 ) Population xorGA : # 145 : Fitness 0.7182044888029926 ( Avg. 0.049127182104983166 ) Population xorGA : # 146 : Fitness 0.7182044888029926 ( Avg. 0.06224438908752679 ) Population xorGA : # 147 : Fitness 0.7182044888029926 ( Avg. 0.059052369137402104 ) Population xorGA : # 148 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 149 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 150 : Fitness 0.7182044888029926 ( Avg. 0.049925187092514325 ) Population xorGA : # 151 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 152 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 153 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 154 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 155 : Fitness 0.7182044888029926 ( Avg. 0.06124688285311282 ) Population xorGA : # 156 : Fitness 0.7182044888029926 ( Avg. 0.06329177063366145 ) Population xorGA : # 157 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 158 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 159 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 160 : Fitness 0.7182044888029926 ( Avg. 0.06269326689301306 ) Population xorGA : # 161 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 162 : Fitness 0.7182044888029926 ( Avg. 0.060648379112464436 ) Population xorGA : # 163 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 164 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 165 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 166 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 167 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 168 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 169 : Fitness 0.7182044888029926 ( Avg. 0.05341645891296321 ) Population xorGA : # 170 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 171 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 172 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 173 : Fitness 0.7182044888029926 ( Avg. 0.06339152125710285 ) Population xorGA : # 174 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 175 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 176 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 177 : Fitness 0.7182044888029926 ( Avg. 0.06329177063366145 ) Population xorGA : # 178 : Fitness 0.7182044888029926 ( Avg. 0.06329177063366145 ) Population xorGA : # 179 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 180 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 181 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 182 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 183 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 184 : Fitness 0.7182044888029926 ( Avg. 0.06329177063366145 ) Population xorGA : # 185 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 186 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 187 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 188 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 189 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 190 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 191 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 192 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 193 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 194 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 195 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 196 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 197 : Fitness 0.7182044888029926 ( Avg. 0.06234413971096818 ) Population xorGA : # 198 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 199 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 200 : Fitness 0.7182044888029926 ( Avg. 0.06324189532194074 ) Population xorGA : # 201 : Fitness 0.7182044888029926 ( Avg. 0.06134663347655422 ) Population xorGA : # 202 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 203 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 204 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 205 : Fitness 0.7182044888029926 ( Avg. 0.05082294270348689 ) Population xorGA : # 206 : Fitness 0.7182044888029926 ( Avg. 0.05082294270348689 ) Population xorGA : # 207 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 208 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 209 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 210 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 211 : Fitness 0.7182044888029926 ( Avg. 0.05092269332692829 ) Population xorGA : # 212 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 213 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 214 : Fitness 0.7182044888029926 ( Avg. 0.06319202001022005 ) Population xorGA : # 215 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 216 : Fitness 0.7182044888029926 ( Avg. 0.04957605991046944 ) Population xorGA : # 217 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 218 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 219 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 220 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 221 : Fitness 0.7182044888029926 ( Avg. 0.05092269332692829 ) Population xorGA : # 222 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 223 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 224 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 225 : Fitness 0.7182044888029926 ( Avg. 0.06214463846408539 ) Population xorGA : # 226 : Fitness 0.7182044888029926 ( Avg. 0.06214463846408539 ) Population xorGA : # 227 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 228 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 229 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 230 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 231 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 232 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 233 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 234 : Fitness 0.7182044888029926 ( Avg. 0.05665835417480857 ) Population xorGA : # 235 : Fitness 0.7182044888029926 ( Avg. 0.06289276813989585 ) Population xorGA : # 236 : Fitness 0.7182044888029926 ( Avg. 0.06289276813989585 ) Population xorGA : # 237 : Fitness 0.7182044888029926 ( Avg. 0.049925187092514325 ) Population xorGA : # 238 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 239 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 240 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 241 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 242 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 243 : Fitness 0.7182044888029926 ( Avg. 0.049127182104983166 ) Population xorGA : # 244 : Fitness 0.7182044888029926 ( Avg. 0.06269326689301306 ) Population xorGA : # 245 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 246 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 247 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 248 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 249 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 250 : Fitness 0.7182044888029926 ( Avg. 0.06094763098278862 ) Population xorGA : # 251 : Fitness 0.7182044888029926 ( Avg. 0.06094763098278862 ) Population xorGA : # 252 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 253 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 254 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 255 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 256 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 257 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 258 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 259 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 260 : Fitness 0.7182044888029926 ( Avg. 0.05596009981071881 ) Population xorGA : # 261 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 262 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 263 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 264 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 265 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 266 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 267 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 268 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 269 : Fitness 0.7182044888029926 ( Avg. 0.06194513721720259 ) Population xorGA : # 270 : Fitness 0.7182044888029926 ( Avg. 0.06254364095785098 ) Population xorGA : # 271 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 272 : Fitness 0.7182044888029926 ( Avg. 0.06234413971096818 ) Population xorGA : # 273 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 274 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 275 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 276 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 277 : Fitness 0.7182044888029926 ( Avg. 0.06234413971096818 ) Population xorGA : # 278 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 279 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 280 : Fitness 0.7182044888029926 ( Avg. 0.06254364095785098 ) Population xorGA : # 281 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 282 : Fitness 0.7182044888029926 ( Avg. 0.06304239407505796 ) Population xorGA : # 283 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 284 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 285 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 286 : Fitness 0.7182044888029926 ( Avg. 0.04962593522219014 ) Population xorGA : # 287 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 288 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 289 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 290 : Fitness 0.7182044888029926 ( Avg. 0.06334164594538215 ) Population xorGA : # 291 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 292 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 293 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 294 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 295 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 296 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 297 : Fitness 0.7182044888029926 ( Avg. 0.06299251876333727 ) Population xorGA : # 298 : Fitness 0.7182044888029926 ( Avg. 0.06349127188054424 ) Population xorGA : # 299 : Fitness 0.7182044888029926 ( Avg. 0.06344139656882354 ) Population xorGA : # 300 : Fitness 0.7182044888029926 ( Avg. 0.049925187092514325 ) Options: -P 50 -I 300 -L 4 Genetic Algorithm Learner Classifier: -F 0.85 -P 50 -R 0.6 -M 0.3 -S 587464083 -I 300 -L 4 4 = XOR === Error on training data === Correctly Classified Instances 187 36.3107 % Incorrectly Classified Instances 328 63.6893 % Mean absolute error 0.4291 Root mean squared error 0.4777 Relative absolute error 124.2694 % Root relative squared error 115.0526 % Total Number of Instances 515 === Confusion Matrix === a b <-- classified as 100 14 | a = >50K 314 87 | b = <=50K === Error on test data === Correctly Classified Instances 196 38.0583 % Incorrectly Classified Instances 319 61.9417 % Mean absolute error 0.4252 Root mean squared error 0.4736 Relative absolute error 121.2523 % Root relative squared error 112.3266 % Total Number of Instances 515 === Confusion Matrix === a b <-- classified as 107 12 | a = >50K 307 89 | b = <=50K

by: Keith A. Pray
Last Modified: July 4, 2004 9:00 AM
© 2004 - 1975 Keith A. Pray.
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