Package evaluation of SearchModels on Julia 1.13.0-DEV.955 (13f6b3b5c0*) started at 2025-08-03T14:16:55.637 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.53s ################################################################################ # Installation # Installing SearchModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [0e966ebe] + SearchModels v0.4.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [34da2185] + Compat v4.18.0 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [ffbed154] + DocStringExtensions v0.9.5 [92d709cd] + IrrationalConstants v0.2.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [e1d29d7a] + Missings v1.2.0 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [0e966ebe] + SearchModels v0.4.1 [a2af1166] + SortingAlgorithms v1.2.1 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [3a884ed6] + UnPack v1.0.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 1.12s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 20.63s ################################################################################ # Testing # Testing SearchModels Status `/tmp/jl_sdHxyf/Project.toml` [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_sdHxyf/Manifest.toml` [34da2185] Compat v4.18.0 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [ffbed154] DocStringExtensions v0.9.5 [92d709cd] IrrationalConstants v0.2.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e1d29d7a] Missings v1.2.0 [bac558e1] OrderedCollections v1.8.1 [d96e819e] Parameters v0.12.3 [0e966ebe] SearchModels v0.4.1 [a2af1166] SortingAlgorithms v1.2.1 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [3a884ed6] UnPack v1.0.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [fa267f1f] TOML v1.0.3 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [4536629a] OpenBLAS_jll v0.3.29+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [8e850b90] libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... SearchModels> search params iter=0, initialpopulation=300, maxpopulation=16, bsize=64, mutbsize=32, crossbsize=32 SearchModels iteration 1> population: 16, bsize: 64, queue: 62, observed: 362, best-error: 41931.12805055898 worst-error: 622037.1407874522 SearchModels iteration 2> population: 16, bsize: 64, queue: 59, observed: 421, best-error: 15471.313927841496 worst-error: 68015.53136051641 SearchModels iteration 3> population: 16, bsize: 64, queue: 59, observed: 480, best-error: 742.6053180321727 worst-error: 13275.133672835153 SearchModels iteration 4> population: 16, bsize: 64, queue: 59, observed: 539, best-error: 264.97249447720486 worst-error: 1675.9790064605759 SearchModels iteration 5> population: 16, bsize: 64, queue: 55, observed: 594, best-error: 201.0509948549536 worst-error: 607.1954102133759 SearchModels iteration 6> population: 16, bsize: 64, queue: 57, observed: 651, best-error: 184.02929078872165 worst-error: 297.82051074907764 SearchModels iteration 7> population: 16, bsize: 64, queue: 60, observed: 711, best-error: 148.514079192138 worst-error: 200.05432058478792 SearchModels iteration 8> population: 16, bsize: 64, queue: 62, observed: 773, best-error: 142.36457121404536 worst-error: 169.26554385054303 SearchModels iteration 9> population: 16, bsize: 64, queue: 59, observed: 832, best-error: 135.92586153283344 worst-error: 154.0484903200367 SearchModels iteration 10> population: 16, bsize: 64, queue: 62, observed: 894, best-error: 123.4448567435607 worst-error: 142.11520783530162 SearchModels iteration 11> population: 16, bsize: 64, queue: 60, observed: 954, best-error: 123.4448567435607 worst-error: 138.42957663346385 SearchModels iteration 12> population: 16, bsize: 64, queue: 59, observed: 1013, best-error: 123.4448567435607 worst-error: 133.22433217165022 SearchModels iteration 13> population: 16, bsize: 64, queue: 61, observed: 1074, best-error: 123.4448567435607 worst-error: 130.17621774288568 SearchModels iteration 14> population: 16, bsize: 64, queue: 58, observed: 1132, best-error: 122.1118358791124 worst-error: 127.81780081214103 SearchModels iteration 15> population: 16, bsize: 64, queue: 58, observed: 1190, best-error: 122.1118358791124 worst-error: 124.91311674582097 SearchModels iteration 16> population: 16, bsize: 64, queue: 60, observed: 1250, best-error: 122.1118358791124 worst-error: 123.38917810668032 SearchModels iteration 17> population: 16, bsize: 64, queue: 59, observed: 1309, best-error: 122.1118358791124 worst-error: 123.01278269267503 SearchModels iteration 18> population: 16, bsize: 64, queue: 58, observed: 1367, best-error: 122.02423326475667 worst-error: 122.3719319169471 SearchModels iteration 19> population: 16, bsize: 64, queue: 58, observed: 1425, best-error: 121.93190767974356 worst-error: 122.1709582929905 SearchModels iteration 20> population: 16, bsize: 64, queue: 59, observed: 1484, best-error: 121.93190767974356 worst-error: 122.06469875083788 SearchModels iteration 21> population: 16, bsize: 64, queue: 56, observed: 1540, best-error: 121.66820403896246 worst-error: 122.00440172949507 SearchModels iteration 22> population: 16, bsize: 64, queue: 58, observed: 1598, best-error: 121.56130160519699 worst-error: 121.89484998034513 SearchModels iteration 23> population: 16, bsize: 64, queue: 58, observed: 1656, best-error: 121.56130160519699 worst-error: 121.77607787592319 SearchModels iteration 24> population: 16, bsize: 64, queue: 58, observed: 1714, best-error: 121.36385215621516 worst-error: 121.69041816032802 SearchModels iteration 25> population: 16, bsize: 64, queue: 59, observed: 1773, best-error: 121.36385215621516 worst-error: 121.62218376391075 SearchModels iteration 26> population: 16, bsize: 64, queue: 55, observed: 1828, best-error: 121.36385215621516 worst-error: 121.50090044330952 SearchModels iteration 27> population: 16, bsize: 64, queue: 57, observed: 1885, best-error: 121.24507372287673 worst-error: 121.44817598442256 SearchModels iteration 28> population: 16, bsize: 64, queue: 58, observed: 1943, best-error: 121.24507372287673 worst-error: 121.40453310584901 SearchModels iteration 29> population: 16, bsize: 64, queue: 54, observed: 1997, best-error: 121.09529297216545 worst-error: 121.3728712949545 SearchModels iteration 30> population: 16, bsize: 64, queue: 56, observed: 2053, best-error: 120.83829162779712 worst-error: 121.2971768728017 SearchModels iteration 31> population: 16, bsize: 64, queue: 58, observed: 2111, best-error: 120.83829162779712 worst-error: 121.12782821520575 SearchModels iteration 32> population: 16, bsize: 64, queue: 57, observed: 2168, best-error: 120.83829162779712 worst-error: 120.97672791926163 SearchModels iteration 33> population: 16, bsize: 64, queue: 59, observed: 2227, best-error: 120.59545452676407 worst-error: 120.9294683611269 SearchModels iteration 34> population: 16, bsize: 64, queue: 59, observed: 2286, best-error: 120.57406931319176 worst-error: 120.87754601870613 SearchModels iteration 35> population: 16, bsize: 64, queue: 56, observed: 2342, best-error: 120.34595112490214 worst-error: 120.78029497753656 SearchModels iteration 36> population: 16, bsize: 64, queue: 59, observed: 2401, best-error: 120.34595112490214 worst-error: 120.6689670786392 SearchModels iteration 37> population: 16, bsize: 64, queue: 59, observed: 2460, best-error: 120.32546738506599 worst-error: 120.59297040421366 SearchModels iteration 38> population: 16, bsize: 64, queue: 58, observed: 2518, best-error: 120.32546738506599 worst-error: 120.45642114227186 SearchModels iteration 39> population: 16, bsize: 64, queue: 63, observed: 2581, best-error: 120.22611037999765 worst-error: 120.38351700683573 SearchModels iteration 40> population: 16, bsize: 64, queue: 61, observed: 2642, best-error: 120.16445147988092 worst-error: 120.34372149689183 SearchModels iteration 41> population: 16, bsize: 64, queue: 58, observed: 2700, best-error: 120.09426889750426 worst-error: 120.25932112429886 SearchModels iteration 42> population: 16, bsize: 64, queue: 56, observed: 2756, best-error: 120.09426889750426 worst-error: 120.20632019097104 SearchModels iteration 43> population: 16, bsize: 64, queue: 61, observed: 2817, best-error: 119.9871730038367 worst-error: 120.17659906133873 SearchModels iteration 44> population: 16, bsize: 64, queue: 60, observed: 2877, best-error: 119.97376593097587 worst-error: 120.16020968547929 SearchModels iteration 45> population: 16, bsize: 64, queue: 60, observed: 2937, best-error: 119.95089181399352 worst-error: 120.10154935301809 SearchModels iteration 46> population: 16, bsize: 64, queue: 62, observed: 2999, best-error: 119.89144903842724 worst-error: 120.02959437729506 SearchModels iteration 47> population: 16, bsize: 64, queue: 58, observed: 3057, best-error: 119.89144903842724 worst-error: 119.99870725149084 SearchModels iteration 48> population: 16, bsize: 64, queue: 57, observed: 3114, best-error: 119.79547658117346 worst-error: 119.97194015956671 SearchModels iteration 49> population: 16, bsize: 64, queue: 62, observed: 3176, best-error: 119.79547658117346 worst-error: 119.92776095679376 SearchModels iteration 50> population: 16, bsize: 64, queue: 61, observed: 3237, best-error: 119.79547658117346 worst-error: 119.87559941830807 SearchModels iteration 51> population: 16, bsize: 64, queue: 57, observed: 3294, best-error: 119.67617596749183 worst-error: 119.83879240494761 SearchModels iteration 52> population: 16, bsize: 64, queue: 56, observed: 3350, best-error: 119.67617596749183 worst-error: 119.81958777793425 SearchModels iteration 53> population: 16, bsize: 64, queue: 56, observed: 3406, best-error: 119.5928066126244 worst-error: 119.74560064271098 SearchModels iteration 54> population: 16, bsize: 64, queue: 60, observed: 3466, best-error: 119.53137834024916 worst-error: 119.63515860645461 SearchModels iteration 55> population: 16, bsize: 64, queue: 57, observed: 3523, best-error: 119.38938663701634 worst-error: 119.5841732453504 SearchModels iteration 56> population: 16, bsize: 64, queue: 59, observed: 3582, best-error: 119.38938663701634 worst-error: 119.5540709851024 SearchModels iteration 57> population: 16, bsize: 64, queue: 62, observed: 3644, best-error: 119.36259425992465 worst-error: 119.49064193862144 SearchModels iteration 58> population: 16, bsize: 64, queue: 57, observed: 3701, best-error: 119.20373683942104 worst-error: 119.43524106358473 SearchModels iteration 59> population: 16, bsize: 64, queue: 56, observed: 3757, best-error: 119.20373683942104 worst-error: 119.38851187099121 SearchModels iteration 60> population: 16, bsize: 64, queue: 57, observed: 3814, best-error: 119.14470240671085 worst-error: 119.33043894253417 SearchModels iteration 61> population: 16, bsize: 64, queue: 62, observed: 3876, best-error: 119.14470240671085 worst-error: 119.27416652940244 SearchModels iteration 62> population: 16, bsize: 64, queue: 57, observed: 3933, best-error: 119.14470240671085 worst-error: 119.22187985725495 SearchModels iteration 63> population: 16, bsize: 64, queue: 57, observed: 3990, best-error: 119.14470240671085 worst-error: 119.20653668033512 SearchModels iteration 64> population: 16, bsize: 64, queue: 62, observed: 4052, best-error: 119.14470240671085 worst-error: 119.19306662151682 SearchModels iteration 65> population: 16, bsize: 64, queue: 58, observed: 4110, best-error: 119.04247364228755 worst-error: 119.1808859249782 SearchModels iteration 66> population: 16, bsize: 64, queue: 55, observed: 4165, best-error: 119.02701757501488 worst-error: 119.17241101598091 SearchModels iteration 67> population: 16, bsize: 64, queue: 61, observed: 4226, best-error: 118.87986315606194 worst-error: 119.11068013993294 SearchModels iteration 68> population: 16, bsize: 64, queue: 58, observed: 4284, best-error: 118.87986315606194 worst-error: 119.06532580943319 SearchModels iteration 69> population: 16, bsize: 64, queue: 59, observed: 4343, best-error: 118.87986315606194 worst-error: 119.00738728111358 SearchModels iteration 70> population: 16, bsize: 64, queue: 58, observed: 4401, best-error: 118.87986315606194 worst-error: 118.95676067289021 SearchModels iteration 71> population: 16, bsize: 64, queue: 58, observed: 4459, best-error: 118.7450514754064 worst-error: 118.93627510145127 SearchModels iteration 72> population: 16, bsize: 64, queue: 58, observed: 4517, best-error: 118.74247672840752 worst-error: 118.9070330238366 SearchModels iteration 73> population: 16, bsize: 64, queue: 53, observed: 4570, best-error: 118.74247672840752 worst-error: 118.84198441112683 SearchModels iteration 74> population: 16, bsize: 64, queue: 58, observed: 4628, best-error: 118.74247672840752 worst-error: 118.82003301116863 SearchModels iteration 75> population: 16, bsize: 64, queue: 59, observed: 4687, best-error: 118.74229943090383 worst-error: 118.78766991406405 SearchModels iteration 76> population: 16, bsize: 64, queue: 60, observed: 4747, best-error: 118.65719182745447 worst-error: 118.76120856776134 SearchModels iteration 77> population: 16, bsize: 64, queue: 56, observed: 4803, best-error: 118.63048085698337 worst-error: 118.750732861915 SearchModels iteration 78> population: 16, bsize: 64, queue: 56, observed: 4859, best-error: 118.61583065263464 worst-error: 118.70807934733733 SearchModels iteration 79> population: 16, bsize: 64, queue: 59, observed: 4918, best-error: 118.5828584075762 worst-error: 118.67557281462842 SearchModels iteration 80> population: 16, bsize: 64, queue: 59, observed: 4977, best-error: 118.5828584075762 worst-error: 118.64205601544985 SearchModels iteration 81> population: 16, bsize: 64, queue: 57, observed: 5034, best-error: 118.5828584075762 worst-error: 118.6192868245011 SearchModels iteration 82> population: 16, bsize: 64, queue: 60, observed: 5094, best-error: 118.5828584075762 worst-error: 118.60573611177765 SearchModels iteration 83> population: 16, bsize: 64, queue: 60, observed: 5154, best-error: 118.5828584075762 worst-error: 118.60076762350558 SearchModels iteration 84> population: 16, bsize: 64, queue: 59, observed: 5213, best-error: 118.47624166231884 worst-error: 118.5965245275502 SearchModels iteration 85> population: 16, bsize: 64, queue: 55, observed: 5268, best-error: 118.4714300652077 worst-error: 118.53712034174329 SearchModels iteration 86> population: 16, bsize: 64, queue: 58, observed: 5326, best-error: 118.3602168570281 worst-error: 118.50194652329195 SearchModels iteration 87> population: 16, bsize: 64, queue: 60, observed: 5386, best-error: 118.3602168570281 worst-error: 118.47603575002081 SearchModels iteration 88> population: 16, bsize: 64, queue: 58, observed: 5444, best-error: 118.30880065878293 worst-error: 118.44618788765179 SearchModels iteration 89> population: 16, bsize: 64, queue: 63, observed: 5507, best-error: 118.30880065878293 worst-error: 118.41729519716105 SearchModels iteration 90> population: 16, bsize: 64, queue: 57, observed: 5564, best-error: 118.22372403549068 worst-error: 118.36025919326613 SearchModels iteration 91> population: 16, bsize: 64, queue: 59, observed: 5623, best-error: 118.22372403549068 worst-error: 118.33295437534443 SearchModels iteration 92> population: 16, bsize: 64, queue: 57, observed: 5680, best-error: 118.22372403549068 worst-error: 118.29404667762448 SearchModels iteration 93> population: 16, bsize: 64, queue: 61, observed: 5741, best-error: 118.1324702125483 worst-error: 118.25606720426548 SearchModels iteration 94> population: 16, bsize: 64, queue: 58, observed: 5799, best-error: 118.12028730692731 worst-error: 118.23401623749693 SearchModels iteration 95> population: 16, bsize: 64, queue: 60, observed: 5859, best-error: 118.12028730692731 worst-error: 118.18343492227083 SearchModels iteration 96> population: 16, bsize: 64, queue: 60, observed: 5919, best-error: 118.0820772248954 worst-error: 118.15495302066455 SearchModels iteration 97> population: 16, bsize: 64, queue: 57, observed: 5976, best-error: 118.0820772248954 worst-error: 118.13415691888142 SearchModels iteration 98> population: 16, bsize: 64, queue: 59, observed: 6035, best-error: 118.01820142945866 worst-error: 118.11638855906668 SearchModels iteration 99> population: 16, bsize: 64, queue: 57, observed: 6092, best-error: 117.99234507220105 worst-error: 118.07583209719253 SearchModels> reached maximum number of iterations 100 ===== PolyModel -- poly: [0.5260100719000183, 0.6779899905732998, 0.007450503949208764, 0.3008432278977864, 0.3128713720115536] 1 => ([-1.4093578489505076, 0.9340391334441714, 0.8957214069021613, 0.2962967442584785, 0.30096790647013594] => 117.93600283697101) 2 => ([-1.4006038828438154, 0.9419434527222483, 0.8957214068381669, 0.29629674425847846, 0.30096790647013605] => 117.99234507220105) 3 => ([-1.3997308724391264, 0.942099536393826, 0.8958128049694608, 0.2962967442584781, 0.30096790647013616] => 117.99787085910557) 4 => ([-1.3976748385157756, 0.9428541970912999, 0.898006410276929, 0.2962967442584784, 0.300967906470136] => 118.00375592591179) 5 => ([-1.398796688359237, 0.9378090729364008, 0.8957214070768575, 0.2962967442584785, 0.300967906470136] => 118.00949136063478) 6 => ([-1.3970329251187303, 0.9416647140597474, 0.8980064096981542, 0.2962967442584783, 0.30096790647013605] => 118.00950123451236) 7 => ([-1.3983601831568926, 0.9426026435254753, 0.9002914132383099, 0.2962967442584783, 0.30096790647013605] => 118.0104087711862) 8 => ([-1.3983601831568926, 0.9378871147721897, 0.8957671061425045, 0.2962967442584783, 0.30096790647013605] => 118.01223366792955) 9 => ([-1.3969894938746585, 0.9431057506571245, 0.8957214073155482, 0.2962967442584786, 0.30096790647013594] => 118.01820142945866) 10 => ([-1.3969894938746585, 0.9383902219038389, 0.8957214073155482, 0.2962967442584786, 0.30096790647013594] => 118.02224965369925) 11 => ([-1.394985445889188, 0.9418622251655219, 0.8980064096834743, 0.2962967442584783, 0.30096790647013605] => 118.02480520562777) 12 => ([-1.3948598150827953, 0.9398637068662584, 0.8980064101302254, 0.2962967442584784, 0.300967906470136] => 118.02745431842737) 13 => ([-1.3969894938746585, 0.9336746931505532, 0.8957214073155482, 0.2962967442584786, 0.30096790647013594] => 118.02779511617537) 14 => ([-1.3961966523583726, 0.938572442050648, 0.8957214071088547, 0.2962967442584785, 0.30096790647013594] => 118.02792905816077) 15 => ([-1.3959110752752688, 0.9419943094613608, 0.9002914128982256, 0.29629674425847824, 0.30096790647013605] => 118.02973142906313) Test Summary: | Total Time SearchModels.jl | 0 5.6s ===== RoseParams without inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 156, observed: 1123, best-error: 0.3200000000000003 worst-error: 19.40000000000001 SearchModels iteration 2> population: 16, bsize: 32, queue: 169, observed: 1292, best-error: 0.3200000000000003 worst-error: 3.9199999999999986 SearchModels iteration 3> population: 16, bsize: 32, queue: 156, observed: 1448, best-error: 0.3200000000000003 worst-error: 0.8 SearchModels iteration 4> population: 16, bsize: 32, queue: 174, observed: 1622, best-error: 0.20312499999999997 worst-error: 0.48249999999999993 SearchModels iteration 5> population: 16, bsize: 32, queue: 165, observed: 1787, best-error: 0.20312499999999997 worst-error: 0.31249999999999983 SearchModels iteration 6> population: 16, bsize: 32, queue: 155, observed: 1942, best-error: 0.20312499999999997 worst-error: 0.2562892150878906 SearchModels iteration 7> population: 16, bsize: 32, queue: 155, observed: 2097, best-error: 0.20312499999999997 worst-error: 0.22878906249999997 SearchModels iteration 8> population: 16, bsize: 32, queue: 161, observed: 2258, best-error: 0.20312499999999997 worst-error: 0.21973037719726562 SearchModels iteration 9> population: 16, bsize: 32, queue: 159, observed: 2417, best-error: 0.20312499999999997 worst-error: 0.2137799525633454 SearchModels iteration 10> population: 16, bsize: 32, queue: 161, observed: 2578, best-error: 0.20312499999999997 worst-error: 0.20885009765625 SearchModels iteration 11> population: 16, bsize: 32, queue: 169, observed: 2747, best-error: 0.20312499999999997 worst-error: 0.20626529775792726 SearchModels iteration 12> population: 16, bsize: 32, queue: 155, observed: 2902, best-error: 0.20312499999999997 worst-error: 0.20501008461086773 SearchModels iteration 13> population: 16, bsize: 32, queue: 146, observed: 3048, best-error: 0.20312499999999997 worst-error: 0.2042185407876968 SearchModels iteration 14> population: 16, bsize: 32, queue: 133, observed: 3181, best-error: 0.20312499999999997 worst-error: 0.20365721944719548 SearchModels iteration 15> population: 16, bsize: 32, queue: 138, observed: 3319, best-error: 0.20312499999999997 worst-error: 0.20344757544398326 SearchModels iteration 16> population: 16, bsize: 32, queue: 118, observed: 3437, best-error: 0.20312499999999997 worst-error: 0.20330912135021817 SearchModels iteration 17> population: 16, bsize: 32, queue: 133, observed: 3570, best-error: 0.20312499999999997 worst-error: 0.20322664671033167 SearchModels iteration 18> population: 16, bsize: 32, queue: 115, observed: 3685, best-error: 0.20312499999999997 worst-error: 0.20318752527236936 SearchModels iteration 19> population: 16, bsize: 32, queue: 108, observed: 3793, best-error: 0.20312499999999997 worst-error: 0.20315977746286557 SearchModels iteration 20> population: 16, bsize: 32, queue: 113, observed: 3906, best-error: 0.20312499999999997 worst-error: 0.20314515055505686 SearchModels iteration 21> population: 16, bsize: 32, queue: 105, observed: 4011, best-error: 0.20312499999999997 worst-error: 0.2031372974194904 SearchModels iteration 22> population: 16, bsize: 32, queue: 105, observed: 4116, best-error: 0.20312499999999997 worst-error: 0.2031332785557757 SearchModels iteration 23> population: 16, bsize: 32, queue: 102, observed: 4218, best-error: 0.20312499999999997 worst-error: 0.20312935854274225 SearchModels iteration 24> population: 16, bsize: 32, queue: 101, observed: 4319, best-error: 0.20312499999999997 worst-error: 0.20312722460388113 SearchModels iteration 25> population: 16, bsize: 32, queue: 105, observed: 4424, best-error: 0.20312499999999997 worst-error: 0.20312636260294922 SearchModels iteration 26> population: 16, bsize: 32, queue: 109, observed: 4533, best-error: 0.20312499999999997 worst-error: 0.20312568129128217 SearchModels iteration 27> population: 16, bsize: 32, queue: 90, observed: 4623, best-error: 0.20312499999999997 worst-error: 0.20312540905505205 SearchModels iteration 28> population: 16, bsize: 32, queue: 95, observed: 4718, best-error: 0.20312499999999997 worst-error: 0.20312525794324005 SearchModels iteration 29> population: 16, bsize: 32, queue: 113, observed: 4831, best-error: 0.20312499999999997 worst-error: 0.20312514349827254 SearchModels> stop by convergence error=(0.55, 0.2999998390674591) => 0.20312508046886038, iter=30 (of 300) 1 => ((0.55, 0.30000000000000004) => 0.20312499999999997) 2 => ((0.55, 0.3) => 0.203125) 3 => ((0.55, 0.2999999195337295) => 0.20312504023378272) 4 => ((0.549999874830246, 0.30000000000000004) => 0.20312504381133314) 5 => ((0.549999874830246, 0.3) => 0.20312504381133317) 6 => ((0.55, 0.2999999076128006) => 0.20312504619445323) 7 => ((0.5499998539686204, 0.30000000000000004) => 0.20312505111359516) 8 => ((0.5499998539686204, 0.3) => 0.2031250511135952) 9 => ((0.55, 0.2999998807907105) => 0.20312505960606583) 10 => ((0.5499999269843102, 0.29999991953372956) => 0.20312506578863465) 11 => ((0.5499998018145562, 0.30000000000000004) => 0.20312506936971678) 12 => ((0.5499998018145562, 0.3) => 0.2031250693697168) 13 => ((0.5499999269843102, 0.2999999076128006) => 0.20312507174911368) 14 => ((0.5499997809529305, 0.30000000000000004) => 0.20312507667235208) 15 => ((0.55, 0.29999983906745914) => 0.20312508046886035) ===== RoseParams using inspect_population SearchModels> search params iter=0, initialpopulation=1000, maxpopulation=16, bsize=32, mutbsize=100, crossbsize=100 SearchModels iteration 1> population: 16, bsize: 32, queue: 167, observed: 1143, best-error: 0.49999999999999994 worst-error: 13.520000000000035 SearchModels iteration 2> population: 16, bsize: 32, queue: 157, observed: 1300, best-error: 0.17312500000000008 worst-error: 1.9231249999999995 SearchModels iteration 3> population: 16, bsize: 32, queue: 153, observed: 1453, best-error: 0.17312500000000008 worst-error: 0.5125 SearchModels iteration 4> population: 16, bsize: 32, queue: 173, observed: 1626, best-error: 0.17312500000000008 worst-error: 0.31793212890625 SearchModels iteration 5> population: 16, bsize: 32, queue: 163, observed: 1789, best-error: 0.17312500000000008 worst-error: 0.21832275390624986 SearchModels iteration 6> population: 16, bsize: 32, queue: 166, observed: 1955, best-error: 0.1575782775878906 worst-error: 0.1864950656890869 SearchModels iteration 7> population: 16, bsize: 32, queue: 162, observed: 2117, best-error: 0.15426025390625003 worst-error: 0.1700395298004152 SearchModels iteration 8> population: 16, bsize: 32, queue: 161, observed: 2278, best-error: 0.1456080627441406 worst-error: 0.16000000953674318 SearchModels iteration 9> population: 16, bsize: 32, queue: 148, observed: 2426, best-error: 0.1456080627441406 worst-error: 0.15386962890624992 SearchModels iteration 10> population: 16, bsize: 32, queue: 156, observed: 2582, best-error: 0.14541405737400054 worst-error: 0.1492307096719742 SearchModels iteration 11> population: 16, bsize: 32, queue: 142, observed: 2724, best-error: 0.14541405737400054 worst-error: 0.14702334445202722 SearchModels iteration 12> population: 16, bsize: 32, queue: 139, observed: 2863, best-error: 0.14541405737400054 worst-error: 0.14612184409052134 SearchModels iteration 13> population: 16, bsize: 32, queue: 145, observed: 3008, best-error: 0.14539154205704108 worst-error: 0.14568545961767082 SearchModels iteration 14> population: 16, bsize: 32, queue: 121, observed: 3129, best-error: 0.14539154205704108 worst-error: 0.14551130882547167 SearchModels iteration 15> population: 16, bsize: 32, queue: 100, observed: 3229, best-error: 0.14539154205704108 worst-error: 0.14542286994397782 SearchModels iteration 16> population: 16, bsize: 32, queue: 90, observed: 3319, best-error: 0.14539154205704105 worst-error: 0.14539442543608913 SearchModels iteration 17> population: 16, bsize: 32, queue: 86, observed: 3405, best-error: 0.14539152766533417 worst-error: 0.1453921501891324 SearchModels iteration 18> population: 16, bsize: 32, queue: 90, observed: 3495, best-error: 0.14539152766533417 worst-error: 0.14539165044220675 SearchModels> stop by convergence error=(0.6199188232421876, 0.38125000000000003) => 0.14539155288827774, iter=19 (of 300) 1 => ((0.6199310302734375, 0.38125000000000003) => 0.14539152692319032) 2 => ((0.6199340820312501, 0.38125000000000003) => 0.14539152766533417) 3 => ((0.61993408203125, 0.38125000000000003) => 0.14539152766533417) 4 => ((0.6199279785156251, 0.38125000000000003) => 0.14539152907445507) 5 => ((0.6199371337890626, 0.38125000000000003) => 0.14539153130092886) 6 => ((0.6199371337890625, 0.38125000000000003) => 0.14539153130092886) 7 => ((0.6199249267578126, 0.38125000000000003) => 0.14539153411908606) 8 => ((0.6199249267578125, 0.38125000000000003) => 0.1453915341190861) 9 => ((0.6199401855468751, 0.38125000000000003) => 0.14539153783001665) 10 => ((0.619940185546875, 0.38125000000000003) => 0.14539153783001668) 11 => ((0.6199401855468749, 0.38125000000000003) => 0.14539153783001668) 12 => ((0.619921875, 0.38125000000000003) => 0.14539154205704105) 13 => ((0.6199218750000001, 0.38125000000000003) => 0.14539154205704108) 14 => ((0.6199432373046875, 0.38125000000000003) => 0.14539154725263992) 15 => ((0.6199432373046876, 0.38125000000000003) => 0.14539154725263995) Test Summary: | Total Time SearchModels.jl | 0 2.4s Testing SearchModels tests passed Testing completed after 19.67s PkgEval succeeded after 61.07s