From 08ac2a67635a10391538f3d867d5c17b24c5ecc3 Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Wed, 7 Jul 2021 14:34:55 -0300 Subject: [PATCH 1/6] webpage --- docs/_config.yml | 2 +- docs/_includes/custom-head.html | 5 + docs/_layouts/default.html | 72 + docs/assets/css/style.scss | 8 + docs/blackbox/index.md | 87 + docs/csv/blackbox_results.csv | 2548 +++++++++++ docs/csv/blackbox_results_datasets.csv | 2548 +++++++++++ docs/csv/datasets_info.csv | 418 ++ docs/csv/groundtruth.csv | 5452 ++++++++++++++++++++++++ docs/csv/pareto.csv | 22 + docs/datasets/index.md | 42 + docs/groundtruth/index.md | 43 + docs/plots/accGT.json | 184 + docs/plots/datasets.json | 151 + docs/plots/paretoR2Size.json | 32 + docs/plots/paretoR2Time.json | 32 + docs/plots/paretoTimeSize.json | 32 + docs/plots/r2test.json | 233 + docs/plots/size.json | 197 + docs/plots/srGT.json | 184 + docs/plots/time.json | 197 + docs/postprocessing/index.md | 94 +- docs/postprocessing/tradeoff.md | 42 + postprocessing/genCSVs.py | 103 + postprocessing/paretoCSVs.py | 59 + 25 files changed, 12780 insertions(+), 7 deletions(-) create mode 100644 docs/_includes/custom-head.html create mode 100644 docs/_layouts/default.html create mode 100644 docs/assets/css/style.scss create mode 100644 docs/blackbox/index.md create mode 100644 docs/csv/blackbox_results.csv create mode 100644 docs/csv/blackbox_results_datasets.csv create mode 100644 docs/csv/datasets_info.csv create mode 100644 docs/csv/groundtruth.csv create mode 100644 docs/csv/pareto.csv create mode 100644 docs/datasets/index.md create mode 100644 docs/groundtruth/index.md create mode 100644 docs/plots/accGT.json create mode 100644 docs/plots/datasets.json create mode 100644 docs/plots/paretoR2Size.json create mode 100644 docs/plots/paretoR2Time.json create mode 100644 docs/plots/paretoTimeSize.json create mode 100644 docs/plots/r2test.json create mode 100644 docs/plots/size.json create mode 100644 docs/plots/srGT.json create mode 100644 docs/plots/time.json create mode 100644 docs/postprocessing/tradeoff.md create mode 100644 postprocessing/genCSVs.py create mode 100644 postprocessing/paretoCSVs.py diff --git a/docs/_config.yml b/docs/_config.yml index 2f7efbeab..519721266 100644 --- a/docs/_config.yml +++ b/docs/_config.yml @@ -1 +1 @@ -theme: jekyll-theme-minimal \ No newline at end of file +theme: jekyll-theme-leap-day diff --git a/docs/_includes/custom-head.html b/docs/_includes/custom-head.html new file mode 100644 index 000000000..82c8069ed --- /dev/null +++ b/docs/_includes/custom-head.html @@ -0,0 +1,5 @@ + + + + + diff --git a/docs/_layouts/default.html b/docs/_layouts/default.html new file mode 100644 index 000000000..b3d43e008 --- /dev/null +++ b/docs/_layouts/default.html @@ -0,0 +1,72 @@ + + + + + + +{% seo %} + + + + + + + + + +
+

{{ page.title | default: site.title | default: site.github.repository_name }}

+

{{ page.description | default: site.description | default: site.github.project_tagline }}

+
+ + + +
+ +
+ {{ content }} + +
+ +
+ + {% if site.google_analytics %} + + {% endif %} + + diff --git a/docs/assets/css/style.scss b/docs/assets/css/style.scss new file mode 100644 index 000000000..5ab79b7f2 --- /dev/null +++ b/docs/assets/css/style.scss @@ -0,0 +1,8 @@ +--- +--- + +@import "{{ site.theme }}"; + +section{ + width: 800px; +} diff --git a/docs/blackbox/index.md b/docs/blackbox/index.md new file mode 100644 index 000000000..eb271e394 --- /dev/null +++ b/docs/blackbox/index.md @@ -0,0 +1,87 @@ + + + + + + + + +# Benchmarking Results + +This page summarizes the results of the postprocessing notebooks found in this folder. + +Results are summarized over datasets. + +# Results for Black-box Regression + +Select whether to analyze the results for every data set, Non-Friedman datasets, or Friedman datasets. You can also choose the aggregation function and the error measure. + +### R2 score of the test set: + +
+ +

+ +### Size of the model: + +
+ +

+ +### Training time in seconds: + +
+ +

+ +## Accuracy-Complexity-Time Trade-offs + +Considering the accuracy and simplicity of models simultaneously, this figure illustrates the trade-offs made by each method. +Methods lower and to the left produce models with better trade-offs between accuracy and simplicity. + +
+ +

+ +
+ +

+ +
+ +

+ diff --git a/docs/csv/blackbox_results.csv b/docs/csv/blackbox_results.csv new file mode 100644 index 000000000..e12684b58 --- /dev/null +++ b/docs/csv/blackbox_results.csv @@ -0,0 +1,2548 @@ +algorithm,dataset,rmse_test,log_mse_test,r2_test,model_size,training time (s) +*AFP,1027_ESL,0.6041929098739696,0.3111903784244027,0.8309296672888038,20.5,1210.966865181923 +*AFP,1028_SWD,0.6618330549062514,0.3632692484384418,0.31451651823485344,47.0,3017.658321261406 +*AFP,1029_LEV,0.658121244998906,0.3598563789863857,0.5219042193505663,23.5,2622.2061932086945 +*AFP,1030_ERA,1.5799276033766447,1.251668435973549,0.35871567187975906,36.5,3007.024176597595 +*AFP,1089_USCrime,23.439774930082557,6.310687162146642,0.6396714078497243,25.0,590.9397264719009 +*AFP,1096_FacultySalaries,2.07415633929641,1.6681075930387135,0.7492755138764731,12.0,584.1098144054413 +*AFP,1191_BNG_pbc,923.2758881020259,13.655857360156414,0.29991429207259157,43.5,31351.940474390984 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+*DSR,663_rabe_266,9.577973910613503,4.529773829803604,0.9667236031756208,18.0,32712.36093735695 +*DSR,665_sleuth_case2002,7.55585245844289,4.062009134805035,0.3985795103634362,14.0,55065.450845479965 +*DSR,666_rmftsa_ladata,1.9074294923775819,1.534345174904007,0.5928421283692233,10.0,32154.0705896616 +*DSR,678_visualizing_environmental,2.590612070110228,2.0426830115786685,0.3557402089482423,7.0,31452.243845820427 +*DSR,687_sleuth_ex1605,10.678052101959185,4.745112952814871,0.3536666957645622,13.5,33523.96592116356 +*DSR,690_visualizing_galaxy,23.732107889181233,6.335431742054671,0.9340074113680468,12.0,30692.070455908775 +*DSR,695_chatfield_4,16.95186689298823,5.664229782416941,0.8583807266040793,6.0,40094.71227097511 +*DSR,706_sleuth_case1202,62.21425267114079,8.261426555863094,0.5764782418124584,8.5,34324.84871149063 +*DSR,712_chscase_geyser1,6.275697522090549,3.6984430614064503,0.7591301501729986,8.0,33791.984374165535 +*DSR,banana,0.7206270829467238,0.4182519355173543,0.4710837818504097,10.5,38949.96351790428 +*DSR,titanic,0.8019911284919065,0.4966393346248967,0.23663650781370266,12.0,36801.42741775513 +*EPLEX,1027_ESL,0.5408734648342686,0.25661245057981286,0.8568468436621852,44.0,3813.073056936264 +*EPLEX,1028_SWD,0.6420996733627039,0.3452139098543194,0.3248578902826966,47.5,6462.212345480919 +*EPLEX,1029_LEV,0.6397845774030995,0.3431103735598063,0.5414058447269582,42.5,6574.819919586182 +*EPLEX,1030_ERA,1.5734403022322037,1.2458000362160722,0.36313740353121493,35.5,6200.550761342049 +*EPLEX,1089_USCrime,19.900044800502453,5.983965960503679,0.7680469703780384,44.5,1243.3869193792343 +*EPLEX,1096_FacultySalaries,2.1781605511189146,1.748222575070532,0.7791840462537956,56.5,1322.476863861084 +*EPLEX,1191_BNG_pbc,932.0432648167819,13.674759621309331,0.2875212523824345,44.0,69405.83349943161 +*EPLEX,1193_BNG_lowbwt,473.8888958239667,12.32195024737894,0.5693399310510723,55.0,73867.75046598911 +*EPLEX,1196_BNG_pharynx,315.04471726959383,11.505439251866477,0.43319932030269936,49.5,75854.23674249649 +*EPLEX,1199_BNG_echoMonths,11.889133800635742,4.958299368845154,0.4325594525129652,54.5,77265.3373260498 +*EPLEX,1201_BNG_breastTumor,9.996427415204565,4.614412950411336,0.06907951986480337,46.5,65674.80148684978 +*EPLEX,1203_BNG_pwLinear,2.9005633958443773,2.2421201848371335,0.5802864327003221,60.5,77465.93760025501 +*EPLEX,1595_poker,0.7050519228353401,0.4035287104289308,0.17311166848731951,59.5,79675.79784882069 +*EPLEX,192_vineyard,3.268531880186015,2.458160527529746,0.4558528296701144,56.5,1307.1772755384445 +*EPLEX,195_auto_price,2703.254421337266,15.804423471619907,0.7554425202542596,55.0,2072.9403468370438 +*EPLEX,197_cpu_act,3.1891070359325946,2.413267752681851,0.967939929258185,59.5,50042.82712173462 +*EPLEX,201_pol,26.01801792962321,6.519054742339887,0.6162017734471433,60.5,96835.65343856812 +*EPLEX,207_autoPrice,2726.030998464387,15.821204101771125,0.7337768923142123,51.0,2072.0914390087128 +*EPLEX,210_cloud,0.4044111053253134,0.1514742517672481,0.7725324934017865,47.0,1668.582624912262 +*EPLEX,215_2dplanes,1.159998329823061,0.8525395807614786,0.9296225060090706,62.0,87204.50624668598 +*EPLEX,218_house_8L,36425.76970944405,21.00606352513507,0.5395523506467425,59.0,77813.23846662045 +*EPLEX,225_puma8NH,3.1965036102243887,2.417487122996482,0.676977248872908,53.0,47609.657359838486 +*EPLEX,227_cpu_small,3.8448436307009577,2.758922167898064,0.9537715349286231,59.5,49949.080484867096 +*EPLEX,228_elusage,12.563651191339575,5.067930969396909,0.6366587986958441,59.5,1306.3972282409668 +*EPLEX,229_pwLinear,2.0112918424308206,1.618456101141847,0.8174143644277343,58.0,2341.8275557756424 +*EPLEX,230_machine_cpu,63.94986173777157,8.31644322568075,0.8153373430220142,56.0,2238.160744071007 +*EPLEX,294_satellite_image,1.012338482891146,0.7054853532691956,0.7900849670608978,57.5,41840.88772416115 +*EPLEX,344_mv,1.2694597371380558,0.9599354999163331,0.9849570867662559,64.0,98184.55036485195 +*EPLEX,4544_GeographicalOriginalofMusic,0.4830295146032285,0.20970770277370462,0.759543761157175,48.5,7240.78401350975 +*EPLEX,485_analcatdata_vehicle,204.25209562047542,10.638733957179818,0.41903937255890106,59.0,1280.5133689641953 +*EPLEX,503_wind,3.2037318192991675,2.421602705801005,0.7678168341746868,58.0,35868.835757017136 +*EPLEX,505_tecator,1.2196671454765502,0.911313544502988,0.9933674657262124,49.0,2795.4142040014267 +*EPLEX,519_vinnie,1.625650256663422,1.2927358044997754,0.6971159284907473,26.5,3150.879133462906 +*EPLEX,522_pm10,0.815028313062955,0.5093872805026367,0.16944970139697707,54.0,3867.5489263534546 +*EPLEX,523_analcatdata_neavote,0.9679647662031541,0.6611175594925738,0.9389862955195318,55.5,1705.6380891799927 +*EPLEX,527_analcatdata_election2000,11501.935544864851,18.700541224435323,0.984423702362272,60.0,1403.3175415992737 +*EPLEX,529_pollen,1.4491875594437138,1.1314487499023604,0.7826551423793725,33.5,21498.055128335953 +*EPLEX,537_houses,68899.39388561185,22.28080532010518,0.644270824066092,56.5,75566.74488818645 +*EPLEX,542_pollution,51.649557590136546,7.889338047750858,0.1288101237747477,47.0,1400.0804995298386 +*EPLEX,547_no2,0.5491563444737205,0.26357329535327045,0.43871524537101164,52.0,3840.06825363636 +*EPLEX,556_analcatdata_apnea2,1148.2355202504652,14.09196418416966,0.8823317274900238,58.0,4304.651558637619 +*EPLEX,557_analcatdata_apnea1,903.9001769770589,13.613439085130407,0.9242063391177424,55.5,4532.152450084686 +*EPLEX,560_bodyfat,0.33537857475455324,0.10659066827369759,0.9982762210641835,58.0,2615.6172795295715 +*EPLEX,561_cpu,39.70562931340655,7.363620048450082,0.9266771633993345,57.0,2513.243481397629 +*EPLEX,562_cpu_small,3.672947635548553,2.673496321774807,0.9603136827558776,59.5,48952.60343313217 +*EPLEX,564_fried,1.1176799284657968,0.8105783420915822,0.9500170063804849,62.0,88456.68705630302 +*EPLEX,573_cpu_act,3.715546800459622,2.6949844160354215,0.9591653069643813,62.0,50230.555664896965 +*EPLEX,574_house_16H,45453.96349100736,21.44891060313633,0.2818296147932157,61.5,78668.67781484127 +*EPLEX,579_fri_c0_250_5,0.2634054159916451,0.06708129788925285,0.9197451230097633,60.5,2597.7968983650208 +*EPLEX,581_fri_c3_500_25,0.3055579550568611,0.08926070392964001,0.9011242973049327,63.0,4370.71101474762 +*EPLEX,582_fri_c1_500_25,0.31696795694859164,0.09573616699722666,0.8977829262794792,61.0,4337.821592926979 +*EPLEX,583_fri_c1_1000_50,0.3061222141965146,0.08957632721307472,0.9041220900067723,60.0,7828.56095969677 +*EPLEX,584_fri_c4_500_25,0.3254414903063444,0.10067048187476466,0.8904508810072709,61.0,4323.687158465385 +*EPLEX,586_fri_c3_1000_25,0.3140462783155505,0.09405945699822016,0.9053301951188961,59.5,7568.640518784523 +*EPLEX,588_fri_c4_1000_100,0.3319473211361452,0.10453029272664027,0.8887512464727614,59.5,7837.59247469902 +*EPLEX,589_fri_c2_1000_25,0.31641153983828996,0.09541586743995156,0.8879254128177466,58.0,7547.7849007844925 +*EPLEX,590_fri_c0_1000_50,0.26750085006766683,0.06911245547096452,0.9277490323419013,57.5,7511.123772859573 +*EPLEX,591_fri_c1_100_10,0.4685830401249623,0.1984983913020036,0.7528180924586085,55.5,1700.3892427682877 +*EPLEX,592_fri_c4_1000_25,0.28355740377921695,0.07733578687129354,0.9187106816097816,59.5,7533.9721611738205 +*EPLEX,593_fri_c1_1000_10,0.2747938685671777,0.07279652062178835,0.9256377637697846,61.5,7594.665766358376 +*EPLEX,594_fri_c2_100_5,0.6502411188225762,0.3526362582410737,0.5411464502879211,55.0,1771.0599483251572 +*EPLEX,595_fri_c0_1000_10,0.2509281819178927,0.06106212843115731,0.9346205679177937,61.5,7639.751553058624 +*EPLEX,596_fri_c2_250_5,0.39613516629244405,0.14576395505324535,0.8343132283711493,51.5,2695.399890422821 +*EPLEX,597_fri_c2_500_5,0.33419685510865627,0.10587916530390755,0.8906748030775842,61.0,4291.686351299286 +*EPLEX,598_fri_c0_1000_25,0.22937796140508454,0.05127683097146417,0.9438504491669266,60.0,7616.719163179398 +*EPLEX,599_fri_c2_1000_5,0.24121367275961958,0.05655426530925717,0.9407172009255278,61.0,7515.2887134552 +*EPLEX,601_fri_c1_250_5,0.29980462612835995,0.08607018023018904,0.8943027462327904,58.0,2707.0032445192337 +*EPLEX,602_fri_c3_250_10,0.39173704619611727,0.14276431193436145,0.8521193011817627,55.0,2643.444568872452 +*EPLEX,603_fri_c0_250_50,0.3268075248513722,0.10147582246783474,0.8900434335366035,54.0,2687.8118621110916 +*EPLEX,604_fri_c4_500_10,0.37670347832662604,0.1326983675158869,0.8682850985842278,60.5,4337.592709302902 +*EPLEX,605_fri_c2_250_25,0.4002309029882673,0.14857928183548053,0.846813861077465,61.0,2589.2506214380264 +*EPLEX,606_fri_c2_1000_10,0.2659318650351663,0.06833109227773014,0.9295435561873089,63.0,7626.698493719101 +*EPLEX,607_fri_c4_1000_50,0.23675368437137015,0.05453771726133585,0.9442242908545676,62.5,7817.244234800339 +*EPLEX,608_fri_c3_1000_10,0.25447634281713166,0.06274773963281975,0.9266526258020171,61.0,7589.429541110992 +*EPLEX,609_fri_c0_1000_5,0.2211014723564625,0.047728516133099655,0.9519627674603166,61.5,7465.267856478691 +*EPLEX,611_fri_c3_100_5,0.5139903439892737,0.23442849510724476,0.7077024195283499,55.0,1767.750986814499 +*EPLEX,612_fri_c1_1000_5,0.2565315539330422,0.06373360806003264,0.9432295071650049,62.0,7547.665927648544 +*EPLEX,613_fri_c3_250_5,0.32963892839378345,0.10315372328304265,0.8813995856032844,57.0,2634.7576053142548 +*EPLEX,615_fri_c4_250_10,0.3129828027094986,0.09345230483374142,0.8865775797095905,61.0,2703.188707947731 +*EPLEX,616_fri_c4_500_50,0.33761305777861506,0.10794150115174721,0.892837420015572,62.5,4370.8261506557465 +*EPLEX,617_fri_c3_500_5,0.319152464616507,0.0969981141420193,0.882914976660419,60.0,4214.035350322723 +*EPLEX,618_fri_c3_1000_50,0.352491368861144,0.1171162935413423,0.8777385195978648,61.5,7766.984115719795 +*EPLEX,620_fri_c1_1000_25,0.29097211863880545,0.08127097503669907,0.908558674587143,60.5,7668.402862906456 +*EPLEX,621_fri_c0_100_10,0.49688172866782,0.2206536158232128,0.7063532147506189,52.0,1715.248721241951 +*EPLEX,622_fri_c2_1000_50,0.3588822276514439,0.12115197956363502,0.8669097400695085,57.5,7649.6572523117065 +*EPLEX,623_fri_c4_1000_10,0.3103675936579968,0.09196645322439148,0.9001702469975339,63.0,7551.300879120827 +*EPLEX,624_fri_c0_100_5,0.41897273238130983,0.16172604315365988,0.8091538330951636,50.0,1627.1160621643066 +*EPLEX,626_fri_c2_500_50,0.41193038908891644,0.15673588854082393,0.818470148109002,60.5,4466.344200491905 +*EPLEX,627_fri_c2_500_10,0.33279861594960286,0.10503989116346019,0.8976220976041389,57.5,4265.658647894859 +*EPLEX,628_fri_c3_1000_5,0.27559749442951464,0.0732076903191709,0.9212923784558165,59.5,7494.048377633095 +*EPLEX,631_fri_c1_500_5,0.2759781082492722,0.07340278864362401,0.9219271293357558,57.5,4276.834775924683 +*EPLEX,633_fri_c0_500_25,0.26185647325527295,0.06632019481307935,0.9282650014403666,61.0,4313.013301491737 +*EPLEX,634_fri_c2_100_10,0.5686088754979338,0.28014074798227606,0.6611478868451212,58.0,1712.8041353225708 +*EPLEX,635_fri_c0_250_10,0.286029330482255,0.07863813208456957,0.9048931339102768,55.0,2618.8787655830383 +*EPLEX,637_fri_c1_500_50,0.3404263964151576,0.10965241052511343,0.8680936486006943,58.0,4371.178923368454 +*EPLEX,641_fri_c1_500_10,0.2749521171142642,0.0728774058298185,0.9258514905458746,61.0,4369.358991861343 +*EPLEX,643_fri_c2_500_25,0.3468680591607514,0.11361208306208934,0.8827961990175933,55.5,4302.384031891823 +*EPLEX,644_fri_c4_250_25,0.34565557388615575,0.11286230492444169,0.8577409256327077,58.0,2734.128332734108 +*EPLEX,645_fri_c3_500_50,0.35276955788655734,0.11729079094292177,0.8777362120527326,57.0,4389.92202603817 +*EPLEX,646_fri_c3_500_10,0.3088033441371864,0.09108262477317115,0.9002315093132912,56.5,4218.5574551820755 +*EPLEX,647_fri_c1_250_10,0.35837729195142926,0.12083108198339162,0.8750338807545162,59.0,2803.788013458252 +*EPLEX,648_fri_c1_250_50,0.34894421317250934,0.11490072035731766,0.8865231192922678,59.0,2798.200127840042 +*EPLEX,649_fri_c0_500_5,0.2435166091289278,0.05760863256895575,0.9408094421587554,61.0,4150.381415486336 +*EPLEX,650_fri_c0_500_50,0.25348162893488385,0.06227308466756867,0.9346989349826942,60.0,4323.135530471802 +*EPLEX,651_fri_c0_100_25,0.5571308052379124,0.27032841559901233,0.7172868900577994,43.0,1756.016155719757 +*EPLEX,653_fri_c0_250_25,0.36876438046653254,0.1275020247253634,0.8565201398424288,54.5,2607.6271109580994 +*EPLEX,654_fri_c0_500_10,0.2729127056044671,0.07183807527484093,0.9183211944808268,58.5,4252.342020273209 +*EPLEX,656_fri_c1_100_5,0.5180039819515916,0.23769959644870284,0.7503770470787283,53.0,1714.8863343000412 +*EPLEX,657_fri_c2_250_10,0.4083576273639172,0.15422720703579487,0.8392535509354129,61.0,2676.737334728241 +*EPLEX,658_fri_c3_250_25,0.39387486158420515,0.14421930364061208,0.8174226366817214,54.5,2680.2656663656235 +*EPLEX,659_sleuth_ex1714,1602.4312646775015,14.758554980076427,0.4923322516763125,35.0,1223.559717297554 +*EPLEX,663_rabe_266,2.6864466503353435,2.106204644094093,0.997362679019119,60.5,1776.2240678071976 +*EPLEX,665_sleuth_case2002,8.472591775892353,4.287507298832649,0.24784201241389076,62.0,1958.1189056634903 +*EPLEX,666_rmftsa_ladata,1.7430428163200131,1.3957986171313206,0.6653072847472932,55.5,3933.8400616645813 +*EPLEX,678_visualizing_environmental,3.223793931172802,2.432985729595677,0.1301939136228254,56.0,1728.8751388788223 +*EPLEX,687_sleuth_ex1605,12.80382287802513,5.105568919933274,0.07984546786521551,47.5,1419.0054732561111 +*EPLEX,690_visualizing_galaxy,18.093515760220544,5.79415719986014,0.9618474666462975,53.0,3049.8851178884506 +*EPLEX,695_chatfield_4,16.467670384375815,5.606478925000631,0.831500908224718,39.0,2295.2915724515915 +*EPLEX,706_sleuth_case1202,60.15430858860176,8.194102457485732,0.5378814602170231,52.0,1686.0300216674805 +*EPLEX,712_chscase_geyser1,6.546586489565,3.7809524604979425,0.7504697339095399,45.0,2407.642634868622 +*EPLEX,banana,0.6864364431920814,0.3860749892873563,0.5265252991144986,59.0,39330.07803952694 +*EPLEX,titanic,0.806444773111666,0.5009893086927272,0.24241404047834897,51.0,15916.16065454483 +*FEAT,1027_ESL,0.5247140799576313,0.24320094278722748,0.8654816270788117,40.0,3203.1722960472107 +*FEAT,1028_SWD,0.6443903965345438,0.3472984095170851,0.3054895217201383,31.5,4108.255071520805 +*FEAT,1029_LEV,0.634303346717139,0.3381427945024511,0.5538775040035271,23.5,3382.0875852108 +*FEAT,1030_ERA,1.555468852482941,1.2294894727167291,0.36541261490821647,15.5,3305.739296555519 +*FEAT,1089_USCrime,23.32167488400749,6.300603244782479,0.6750434442612605,69.5,3978.1178485155106 +*FEAT,1096_FacultySalaries,2.3142776537443215,1.8493805352552464,0.6542519673021578,21.0,3186.771919488907 +*FEAT,1191_BNG_pbc,920.9616435819141,13.650837956802151,0.3033790136414861,39.5,9305.539798498154 +*FEAT,1193_BNG_lowbwt,473.15062512149075,12.31883203512652,0.5704467848109773,25.0,5346.984451532364 +*FEAT,1196_BNG_pharynx,316.5792794616981,11.51515737425154,0.42447183688535794,25.0,6128.156663298607 +*FEAT,1199_BNG_echoMonths,11.943487268638368,4.967358122372186,0.4366876073467214,16.0,4823.774773716927 +*FEAT,1201_BNG_breastTumor,10.203346174469216,4.654990991778754,0.027633761190198225,9.0,3869.408525466919 +*FEAT,1203_BNG_pwLinear,3.048964041680632,2.331773120435409,0.5323393823562192,34.0,5700.56586098671 +*FEAT,1595_poker,0.7740181452974343,0.4694435281994757,-0.00014542909774029056,6.0,4165.19228553772 +*FEAT,192_vineyard,2.8450772125169395,2.2076659147088105,0.44859505803037647,22.0,2295.0284481048584 +*FEAT,195_auto_price,2397.820747734271,15.564631338041112,0.8183457808264845,106.5,7256.933407306671 +*FEAT,197_cpu_act,3.2702507467167825,2.459122061631074,0.968905995063509,68.0,7179.8747391700745 +*FEAT,201_pol,22.10118421367467,6.193307530812834,0.7240777294360443,130.0,10392.299667358398 +*FEAT,207_autoPrice,2397.820747734271,15.564631338041112,0.8183457808264845,100.5,7409.699854135513 +*FEAT,210_cloud,0.43910180164876195,0.17631219688113306,0.7368352068468812,28.5,2430.517054438591 +*FEAT,215_2dplanes,1.0805419357191974,0.7736071280296768,0.939823719799509,86.0,10621.396548390388 +*FEAT,218_house_8L,38731.716642705826,21.128828190386667,0.4813940502800744,30.0,5720.0358073711395 +*FEAT,225_puma8NH,3.2670407395586523,2.4573260437716344,0.6618929162996614,46.5,8703.786126255989 +*FEAT,227_cpu_small,4.054014556335874,2.8584816315443025,0.9473457458116872,39.5,6234.692876935005 +*FEAT,228_elusage,10.735635009934333,4.755776240187688,0.7341841721513559,25.5,4657.727209806442 +*FEAT,229_pwLinear,1.6113507694665539,1.279947609919535,0.8676678347726725,60.0,4855.308722257614 +*FEAT,230_machine_cpu,90.04592182220885,9.000762888635712,0.7475830760829631,49.0,4661.63976085186 +*FEAT,294_satellite_image,1.038042565547241,0.7311808278368772,0.7817517107333847,103.5,7685.271157026291 +*FEAT,344_mv,0.4239707474251628,0.1653035642725025,0.9983485683142581,124.5,12510.978425502777 +*FEAT,4544_GeographicalOriginalofMusic,0.46256313162462087,0.19389157420544187,0.7739247153715562,57.5,4673.695924282074 +*FEAT,485_analcatdata_vehicle,206.01428292924473,10.655914563340836,0.5038322640752879,149.0,4519.970644831657 +*FEAT,503_wind,3.214502911577712,2.4277213798705115,0.7675477440491203,50.0,5168.577968835831 +*FEAT,505_tecator,0.9767558032445418,0.6699051137447818,0.9951669317396514,63.5,6195.117441892624 +*FEAT,519_vinnie,1.6180611720905407,1.2859550947043321,0.7249629021843388,9.0,4026.508127808571 +*FEAT,522_pm10,0.8099860053730352,0.5044517510685874,0.21354455338774148,51.0,4730.442857265472 +*FEAT,523_analcatdata_neavote,1.076847589806042,0.7699233581612898,0.9180796058447229,6.5,1411.9348630905151 +*FEAT,527_analcatdata_election2000,324.4642550591318,11.564360251052591,0.9999852464208789,38.0,3996.4817863702774 +*FEAT,529_pollen,1.4468597149219327,1.1292717906338916,0.7835052099853528,15.0,2743.12246966362 +*FEAT,537_houses,69320.05917261964,22.292979195097264,0.6398396339593353,26.5,3293.104293823242 +*FEAT,542_pollution,43.108062260524456,7.52795805810046,0.4035505427400828,44.0,5019.763603210449 +*FEAT,547_no2,0.5054334573033978,0.22750441273048252,0.5251808530929962,61.5,4456.772270798683 +*FEAT,556_analcatdata_apnea2,1163.9597263514652,14.119166794791633,0.8841132559530964,56.5,7928.88825237751 +*FEAT,557_analcatdata_apnea1,1004.155469685877,13.823805268836777,0.91364728193126,77.0,9088.7996250391 +*FEAT,560_bodyfat,0.9320071080233062,0.6252094215706063,0.9876367971441236,51.5,5913.657352566719 +*FEAT,561_cpu,27.35625987643016,6.619226120423247,0.9663776302824278,70.0,4710.590699672699 +*FEAT,562_cpu_small,4.159404730505189,2.906936453327518,0.9482107732184627,42.0,5968.381203532219 +*FEAT,564_fried,1.0648740116556494,0.7579778437228147,0.9543633763921147,68.0,7254.198315739632 +*FEAT,573_cpu_act,3.247355384596192,2.446279899672121,0.968905995063509,68.0,7644.13501393795 +*FEAT,574_house_16H,48098.492769550976,21.562012240933292,0.1936625571344559,27.0,8463.457322597504 +*FEAT,579_fri_c0_250_5,0.2410818122657715,0.05649416458030013,0.9379350838982572,59.0,5147.95048224926 +*FEAT,581_fri_c3_500_25,0.30530055040640386,0.08911688276111032,0.9042798957730415,99.5,9069.683274269104 +*FEAT,582_fri_c1_500_25,0.29432572021913944,0.08307898236816326,0.9132923768382218,128.0,11161.230307102203 +*FEAT,583_fri_c1_1000_50,0.32528108148245055,0.1005760923091167,0.8929164446361227,140.5,12996.93657553196 +*FEAT,584_fri_c4_500_25,0.3575341820262334,0.1202960454602542,0.8750291648803343,126.5,10034.167796134949 +*FEAT,586_fri_c3_1000_25,0.26295078701187047,0.06685750183794555,0.9354866322510113,92.0,10622.435579061508 +*FEAT,588_fri_c4_1000_100,0.31626126175164926,0.09532943933226376,0.89506882656998,113.5,11819.773018240929 +*FEAT,589_fri_c2_1000_25,0.2419746810731149,0.05690169682247726,0.9394643416705839,133.0,10849.66223847866 +*FEAT,590_fri_c0_1000_50,0.34487569934556667,0.11238113652360443,0.880803364516058,96.0,8289.78943669796 +*FEAT,591_fri_c1_100_10,0.4229769705072986,0.1645898735546531,0.7983655912018927,84.5,3946.219685792923 +*FEAT,592_fri_c4_1000_25,0.2974203559743397,0.0847628133330214,0.9121124308637119,107.0,10826.166411399841 +*FEAT,593_fri_c1_1000_10,0.23096993719565584,0.0519728197516427,0.945573404678189,88.0,8301.93495965004 +*FEAT,594_fri_c2_100_5,0.3402494138157283,0.10954444803490652,0.8976918253393676,126.0,4380.532994389534 +*FEAT,595_fri_c0_1000_10,0.22911836269120772,0.05116374891308268,0.9472451123700671,57.0,6245.726410865784 +*FEAT,596_fri_c2_250_5,0.23533832124771156,0.053904800610145916,0.9443390389338355,101.0,5644.21848654747 +*FEAT,597_fri_c2_500_5,0.23928183274700981,0.055676679013292374,0.9427266936717009,81.0,6444.838430404663 +*FEAT,598_fri_c0_1000_25,0.23308252022597117,0.05290308615037959,0.9439852229041574,90.5,10310.394863963127 +*FEAT,599_fri_c2_1000_5,0.221301616237807,0.047812930021612354,0.9472593351188405,115.0,8901.155777812004 +*FEAT,601_fri_c1_250_5,0.21086503358780728,0.04350389490268714,0.9565588545437809,84.5,6035.188050508499 +*FEAT,602_fri_c3_250_10,0.25057878749607226,0.0608972705201651,0.9469410967383256,71.5,353.75123703479767 +*FEAT,603_fri_c0_250_50,0.3442942937354467,0.11202297672150119,0.8763303922280639,83.0,6255.732842922211 +*FEAT,604_fri_c4_500_10,0.2735812057666516,0.0721780245690653,0.927395847360952,95.5,6835.800126671791 +*FEAT,605_fri_c2_250_25,0.29841583873860306,0.08530760480296837,0.9188203700645967,109.5,9225.798637628555 +*FEAT,606_fri_c2_1000_10,0.25887337187519976,0.06486542644761559,0.9340503938310329,89.5,8208.326912283897 +*FEAT,607_fri_c4_1000_50,0.30536755925773124,0.08915431332034054,0.9065543019669261,134.5,13220.778078436852 +*FEAT,608_fri_c3_1000_10,0.30232944498027714,0.08746411001747373,0.9133798404653475,65.0,8272.786030054092 +*FEAT,609_fri_c0_1000_5,0.22055566534857016,0.04749866532213885,0.9531265332162633,76.5,6290.525011062622 +*FEAT,611_fri_c3_100_5,0.2943173265908464,0.0830744353991459,0.9251446015315223,82.5,5640.248272538185 +*FEAT,612_fri_c1_1000_5,0.1872417133402168,0.034458873583731855,0.9677041728511819,108.5,8177.370864033699 +*FEAT,613_fri_c3_250_5,0.23503133775443116,0.05376797308313329,0.9433819679011826,68.0,5518.765935540199 +*FEAT,615_fri_c4_250_10,0.24695746684363978,0.05920054046300356,0.9135751319760581,74.0,6374.566090703011 +*FEAT,616_fri_c4_500_50,0.3727071118097836,0.1300721837488177,0.8603193632661201,146.5,12519.913956522942 +*FEAT,617_fri_c3_500_5,0.24818354562374303,0.059772562275250206,0.9260155604760982,78.0,7523.470618247986 +*FEAT,618_fri_c3_1000_50,0.3344849724758236,0.10605245334465875,0.894878055695943,152.0,13101.714414834976 +*FEAT,620_fri_c1_1000_25,0.3000003105696755,0.0861778671969109,0.9137379852378923,104.0,10221.705680847168 +*FEAT,621_fri_c0_100_10,0.38627933974393797,0.13907625370354543,0.7989770140259669,60.0,5514.676890492439 +*FEAT,622_fri_c2_1000_50,0.310712181619614,0.09216164637710147,0.9009628622891084,111.0,10893.73043012619 +*FEAT,623_fri_c4_1000_10,0.24071071265566513,0.056325178027739654,0.9396519862191018,92.5,8530.774775385857 +*FEAT,624_fri_c0_100_5,0.2528977762834553,0.0619952446710432,0.9323139146298032,73.5,5051.708801269531 +*FEAT,626_fri_c2_500_50,0.3201084595393621,0.09755259631593444,0.8934261222899584,129.5,11628.388606905937 +*FEAT,627_fri_c2_500_10,0.22150566367349267,0.04789906157869505,0.9493094463684767,87.5,7818.793850898743 +*FEAT,628_fri_c3_1000_5,0.25596488696147573,0.0634610878120642,0.9300114217425887,89.0,8074.189433693886 +*FEAT,631_fri_c1_500_5,0.20609093919386615,0.04159623093097604,0.9583294336548898,112.5,7500.321909427643 +*FEAT,633_fri_c0_500_25,0.2630910846723416,0.06692652898278616,0.9355744280320564,86.0,7221.513023138046 +*FEAT,634_fri_c2_100_10,0.48954381035962957,0.2148316165041732,0.7537381833758214,73.5,4061.7947356700897 +*FEAT,635_fri_c0_250_10,0.26481016938798224,0.06777492751809036,0.9174441085630396,92.0,4360.5422731637955 +*FEAT,637_fri_c1_500_50,0.30271395974990606,0.08767725155445875,0.9133104149267062,103.0,9734.336703777313 +*FEAT,641_fri_c1_500_10,0.26248459725906303,0.0666283644538819,0.9313856969458384,99.0,8333.48437511921 +*FEAT,643_fri_c2_500_25,0.29280834952829077,0.08225876998046429,0.9087519382725517,83.5,10095.33375275135 +*FEAT,644_fri_c4_250_25,0.36364205719659204,0.12419403743070004,0.8523421845901211,134.0,10133.528498768806 +*FEAT,645_fri_c3_500_50,0.370466684098373,0.12860916684647034,0.8720739461041738,119.0,12223.9190980196 +*FEAT,646_fri_c3_500_10,0.21230355744822335,0.04408654854542983,0.9509713407969048,100.0,8129.126038074493 +*FEAT,647_fri_c1_250_10,0.2472983538684488,0.059359328329946885,0.9334078304284263,80.5,6120.265299081802 +*FEAT,648_fri_c1_250_50,0.2885069175711344,0.07995308041380811,0.914219274965426,109.0,9203.948518276215 +*FEAT,649_fri_c0_500_5,0.21675136680447485,0.04591093269261194,0.9474634609171578,70.0,6295.347939729691 +*FEAT,650_fri_c0_500_50,0.33151794646248844,0.1042736591872854,0.8974747750458578,93.5,7008.197154521942 +*FEAT,651_fri_c0_100_25,0.49668424240597153,0.22049623959819314,0.7754141016110885,102.5,5705.926147222519 +*FEAT,653_fri_c0_250_25,0.338644539720003,0.10856747970111728,0.8736813578129797,73.5,7232.277946352959 +*FEAT,654_fri_c0_500_10,0.226747638905115,0.05013639259626121,0.9457037863377298,62.0,6751.078610539436 +*FEAT,656_fri_c1_100_5,0.33546894659642557,0.1066451628626101,0.8853876023583278,89.5,5267.07204413414 +*FEAT,657_fri_c2_250_10,0.27488028638294537,0.07284068619637954,0.9221103435598171,79.0,4474.7927132844925 +*FEAT,658_fri_c3_250_25,0.3722625029865023,0.12978131962065068,0.8518058348691226,123.5,9969.675733089447 +*FEAT,659_sleuth_ex1714,1531.354255204552,14.667815940444605,0.5630988552099438,53.0,3189.831858277321 +*FEAT,663_rabe_266,1.6383595543315268,1.30405938510831,0.9986497330486057,146.5,674.3879661560059 +*FEAT,665_sleuth_case2002,7.819884250619071,4.129560306135041,0.32811830709310685,27.0,6230.333672761917 +*FEAT,666_rmftsa_ladata,1.7691837913645068,1.418280140050778,0.6447735355666744,25.5,4258.297049164772 +*FEAT,678_visualizing_environmental,2.736070741560782,2.1384275396646557,0.19391996337997564,39.0,6322.525528073311 +*FEAT,687_sleuth_ex1605,11.03642262171373,4.8105783858843285,0.23457619811658348,44.5,2109.093132019043 +*FEAT,690_visualizing_galaxy,17.5938609456643,5.738325414630178,0.963765423602635,71.0,5042.59955406189 +*FEAT,695_chatfield_4,16.500520975213348,5.6104500434797675,0.8543310730671404,27.5,5202.664126634598 +*FEAT,706_sleuth_case1202,60.145163676728465,8.193798469952105,0.5629396051523895,77.5,5446.024824619293 +*FEAT,712_chscase_geyser1,6.281881480028701,3.700364125312414,0.759515990729442,15.5,4632.657256603241 +*FEAT,banana,0.7142787797188734,0.4122382353784805,0.48489164544631186,96.5,8370.115254044533 +*FEAT,titanic,0.7881315288179396,0.48313657998718335,0.267896865721733,30.0,2407.8145837783813 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+*MRGP,663_rabe_266,2.0133463003184198,1.620093603374395,0.9979583087016375,3437.0,23710.925742030144 +*MRGP,665_sleuth_case2002,16.054907008527326,5.555901142097322,-1.915115087027924,6341.0,253946.95899164677 +*MRGP,666_rmftsa_ladata,5.387158206753623,3.401912910430143,-2.477704084651843,8523.5,299907.0852073431 +*MRGP,678_visualizing_environmental,6.898522542474498,3.8834097893210795,-3.4506281233886473,4305.5,238326.77482390404 +*MRGP,687_sleuth_ex1605,22.441416552708453,6.223800076238324,-2.235419194758591,2652.5,138543.31810367107 +*MRGP,690_visualizing_galaxy,48.56542040143557,7.76624741703491,0.7198815852275561,10290.5,230915.04669189453 +*MRGP,695_chatfield_4,55.46474095844705,8.031820050681427,-0.439895487730117,4440.5,202437.22308409214 +*MRGP,706_sleuth_case1202,112.3414185370484,9.443164460835096,-0.5360666046266975,1882.5,142139.0376830101 +*MRGP,712_chscase_geyser1,15.010164379544724,5.421883800297239,-0.3446456429839354,8618.0,7517.084964156151 +*MRGP,banana,0.5282879899596361,0.24614748060653183,0.7176720065092487,17514.5,310123.67350268364 +*MRGP,titanic,0.7737398702940758,0.46917415212637115,0.30175296049590944,1265.0,29610.506676077843 +*Operon,1027_ESL,0.5404953580729639,0.25629606868984045,0.8576746612098946,49.5,515.7132332324982 +*Operon,1028_SWD,0.6354995249321748,0.3392253335047379,0.3532544177316699,50.0,926.0648783445358 +*Operon,1029_LEV,0.6419604497894609,0.34508731935077985,0.5467021204389362,51.0,933.0587440729141 +*Operon,1030_ERA,1.560827852635109,1.234361432718403,0.379381007252394,49.0,872.4678084850311 +*Operon,1089_USCrime,27.305902287313092,6.615546040660736,0.5419437242472755,50.0,159.75136530399323 +*Operon,1096_FacultySalaries,0.981626903565618,0.6747751321775665,0.9522184010805579,47.0,172.1914061307907 +*Operon,1191_BNG_pbc,893.9751013392239,13.59135709913319,0.3427196082496246,95.0,16127.033860206604 +*Operon,1193_BNG_lowbwt,460.26042626752303,12.263589667228013,0.5965022148046779,90.0,17160.015640378 +*Operon,1196_BNG_pharynx,300.91799432516945,11.413686610415025,0.48135312743891184,92.0,18878.299521803856 +*Operon,1199_BNG_echoMonths,11.739800104069495,4.933199066758318,0.44781941415566123,48.0,11363.589688658714 +*Operon,1201_BNG_breastTumor,9.800107195534478,4.5751449157201085,0.10665603447576905,87.0,14487.92595422268 +*Operon,1203_BNG_pwLinear,2.8024040563303867,2.1808093025709905,0.6067651490931354,98.0,19574.682223200798 +*Operon,1595_poker,0.486551072354253,0.21247237308832237,0.6012674226747076,85.5,14887.528845787048 +*Operon,192_vineyard,3.569034675040053,2.6201663353604494,0.06256114412169195,45.0,173.00027906894684 +*Operon,195_auto_price,2331.033537952937,15.508134237492959,0.8204911085859966,47.0,259.07541275024414 +*Operon,197_cpu_act,2.544698604844615,2.0116298013334335,0.9809323884317824,102.0,11424.774275064468 +*Operon,201_pol,11.040451253683425,4.8113023721082815,0.9301418971442339,92.0,15811.33362543583 +*Operon,207_autoPrice,2331.033537952937,15.508134237492959,0.8204911085859966,47.0,265.62473118305206 +*Operon,210_cloud,0.5419356001000516,0.25750184253565706,0.6962201982878493,47.0,212.28630709648132 +*Operon,215_2dplanes,0.9977633188513338,0.6909105012793337,0.9482784981301237,52.5,12841.346159815788 +*Operon,218_house_8L,33282.96107186746,20.825601731887517,0.6224415215949393,48.0,13975.495266914368 +*Operon,225_puma8NH,3.1428820793981087,2.386715535867132,0.6845753964017924,46.0,6538.8997638225555 +*Operon,227_cpu_small,3.0969138636777562,2.3599928265494245,0.97219031688612,94.0,12027.481977820396 +*Operon,228_elusage,14.702005284302208,5.380583566796427,0.5747241349726822,43.0,183.4725785255432 +*Operon,229_pwLinear,1.5435913406545254,1.2186665880714445,0.8833998513937923,48.0,283.45105600357056 +*Operon,230_machine_cpu,82.66917205704031,8.829839840730784,0.6846133940938758,49.0,293.80266547203064 +*Operon,294_satellite_image,0.8796072726919099,0.573072808518234,0.8411896248236057,94.0,8911.16200184822 +*Operon,344_mv,0.0936559702377229,0.008733195157970032,0.9999197264547515,93.0,18048.661007881165 +*Operon,4544_GeographicalOriginalofMusic,0.45818853787335656,0.19056807414139534,0.7838739032425754,51.0,939.2921832799911 +*Operon,485_analcatdata_vehicle,238.7151678317443,10.95055969798251,-0.09408766152709624,51.0,196.31475913524628 +*Operon,503_wind,3.0889261568127884,2.355316509001813,0.7828504794364932,70.0,6669.625009775162 +*Operon,505_tecator,0.7488646810404623,0.44519742787476485,0.997351969037003,51.0,326.37229895591736 +*Operon,519_vinnie,1.7058055692171445,1.3634792239618947,0.6937762775999339,47.0,423.64041578769684 +*Operon,522_pm10,0.7902308132070591,0.4851783696075858,0.20880624663119646,47.0,531.9773081541061 +*Operon,523_analcatdata_neavote,1.0688695865065112,0.7619650601173823,0.9192573058086578,39.0,173.6836963891983 +*Operon,527_analcatdata_election2000,46.45727696309137,7.6775294554586235,0.9999994894078896,49.5,174.3131914138794 +*Operon,529_pollen,1.4431633734232672,1.1258124936079283,0.7842472106428033,49.0,3255.5517292022705 +*Operon,537_houses,58932.40322209437,21.968292716212936,0.7405278669609922,93.0,17779.403923153877 +*Operon,542_pollution,61.62795670510392,8.242494481864332,-0.3587226655102316,51.0,193.58717346191406 +*Operon,547_no2,0.5130307609089633,0.2336486285751163,0.5270123712730916,47.5,576.0591510534286 +*Operon,556_analcatdata_apnea2,1147.8514650390687,14.09129512428465,0.8568151016916503,47.5,401.8383674621582 +*Operon,557_analcatdata_apnea1,1106.120330906773,14.017228766230339,0.8843119543794294,48.0,415.40703570842743 +*Operon,560_bodyfat,0.46930360518531616,0.19905237437389997,0.9973600033760279,47.0,368.7563214302063 +*Operon,561_cpu,13.609758059666076,5.226958382537492,0.9929264016487026,48.0,296.4580808877945 +*Operon,562_cpu_small,3.0969138636777562,2.3599928265494245,0.97219031688612,94.0,12254.583204388618 +*Operon,564_fried,0.9981718471779463,0.6913190287576134,0.9602247572910736,93.0,18481.962938308716 +*Operon,573_cpu_act,2.544698604844615,2.0116298013334335,0.9809323884317824,102.0,10822.59281718731 +*Operon,574_house_16H,39539.639936911386,21.170117981406605,0.4339124073220893,91.0,17052.781091213226 +*Operon,579_fri_c0_250_5,0.23039355662821345,0.05172033458191382,0.9442504300022947,47.0,344.5569096803665 +*Operon,581_fri_c3_500_25,0.16323043731545642,0.026295401258774352,0.9709847006879477,87.0,664.4378564357758 +*Operon,582_fri_c1_500_25,0.1644619222867046,0.026688399080234897,0.9716802149542587,90.0,665.4293167591095 +*Operon,583_fri_c1_1000_50,0.14610240033908903,0.0211212784589879,0.9778432729096516,89.0,1219.0617281198502 +*Operon,584_fri_c4_500_25,0.15821932666846955,0.024725153847654092,0.9736125169149559,88.0,649.8040027618408 +*Operon,586_fri_c3_1000_25,0.14412700725876346,0.02055978589431587,0.9789865415988686,91.0,1405.024169921875 +*Operon,588_fri_c4_1000_100,0.16848187968530334,0.027990722750462587,0.9702240457489507,84.0,1120.884262561798 +*Operon,589_fri_c2_1000_25,0.17469149828737415,0.03006073409140087,0.9688888196575789,91.0,1374.186039686203 +*Operon,590_fri_c0_1000_50,0.20334097634820855,0.040515598141431255,0.9565843772350406,92.5,1232.9619971513748 +*Operon,591_fri_c1_100_10,0.35808130418479656,0.12064313757978118,0.8953800924275763,45.0,218.07799470424652 +*Operon,592_fri_c4_1000_25,0.17192211171709476,0.02912881903265843,0.9729767026261715,89.0,1255.2839496135712 +*Operon,593_fri_c1_1000_10,0.14061978689052693,0.019580960048572512,0.9804956809979738,90.0,1301.4261883497238 +*Operon,594_fri_c2_100_5,0.25241701358704427,0.0617668856535253,0.9336082913359047,47.0,209.70078825950623 +*Operon,595_fri_c0_1000_10,0.21931665620399524,0.046978806258856275,0.9497861634818632,91.0,1183.8521498441696 +*Operon,596_fri_c2_250_5,0.30120691608024497,0.0868431686134182,0.9071981864619294,45.0,340.608704328537 +*Operon,597_fri_c2_500_5,0.14879934139765735,0.021899685755158962,0.9770587947411311,90.5,689.820854306221 +*Operon,598_fri_c0_1000_25,0.20614312263301796,0.041616866054693516,0.9557157268752842,68.5,1143.3627625703812 +*Operon,599_fri_c2_1000_5,0.13701360432986873,0.018598694793002444,0.9775053541100994,91.5,1324.068243265152 +*Operon,601_fri_c1_250_5,0.2138187398338371,0.044704164501345754,0.9539692854067598,46.0,336.70777797698975 +*Operon,602_fri_c3_250_10,0.24708264340144107,0.05925882617286292,0.9522867828544723,46.0,343.85227942466736 +*Operon,603_fri_c0_250_50,0.25286069911374515,0.06197761966077454,0.9274148506500451,49.0,334.9247373342514 +*Operon,604_fri_c4_500_10,0.16459479480648545,0.026730969316749113,0.9725665869474316,86.0,632.5816850662231 +*Operon,605_fri_c2_250_25,0.28587823436338516,0.07855825091973392,0.9188292103648943,46.0,352.916899561882 +*Operon,606_fri_c2_1000_10,0.16126066256010513,0.025672621287695294,0.9742281942992638,93.0,1333.1288270950317 +*Operon,607_fri_c4_1000_50,0.15556880905166295,0.023913435305458204,0.9768811610202889,90.0,1199.6288619041443 +*Operon,608_fri_c3_1000_10,0.1501378439424808,0.022291069909609856,0.976601105701089,90.0,1452.1125264167786 +*Operon,609_fri_c0_1000_5,0.21458023967090753,0.0450160791255492,0.9550148323208802,50.0,963.7257959842682 +*Operon,611_fri_c3_100_5,0.2453744366975583,0.05846569459481795,0.9136686043587081,45.0,211.70658338069916 +*Operon,612_fri_c1_1000_5,0.14503576679267913,0.02081718466379728,0.9804253193980624,90.0,1285.8178033828735 +*Operon,613_fri_c3_250_5,0.2743231348013318,0.07255615225624541,0.9290999047432486,48.0,372.89707124233246 +*Operon,615_fri_c4_250_10,0.2283078414737444,0.05081142526174953,0.9459113982115016,45.0,342.46550595760345 +*Operon,616_fri_c4_500_50,0.22980446146481853,0.05146286599315168,0.9476086031000263,46.0,598.0384341478348 +*Operon,617_fri_c3_500_5,0.1635965598859026,0.026411947741358625,0.9708541050455546,89.0,639.0204691886902 +*Operon,618_fri_c3_1000_50,0.1477710033104112,0.021601272899565448,0.9782607360673428,90.0,1255.9453221559525 +*Operon,620_fri_c1_1000_25,0.16434082134254613,0.026649628637867573,0.9749906289458388,89.5,1449.0872790813446 +*Operon,621_fri_c0_100_10,0.24348368541957663,0.057593496184202383,0.924126888024738,46.0,216.5542207956314 +*Operon,622_fri_c2_1000_50,0.15683165591708007,0.024298552810422074,0.9747561447438347,89.0,1243.3766397237778 +*Operon,623_fri_c4_1000_10,0.1506271229333696,0.02243497351631238,0.9770992814737947,90.0,1291.5640888214111 +*Operon,624_fri_c0_100_5,0.2259149380452923,0.04977782791850908,0.9382342870627407,46.0,220.86970961093903 +*Operon,626_fri_c2_500_50,0.1815831287193903,0.03244050307813572,0.9679869085464802,89.0,675.2082334756851 +*Operon,627_fri_c2_500_10,0.1511421963547751,0.022586947006384223,0.9762496825893996,90.0,709.2806633710861 +*Operon,628_fri_c3_1000_5,0.15031181062100868,0.02234218460683898,0.9768627625628379,89.0,1398.0253355503082 +*Operon,631_fri_c1_500_5,0.16594691617687574,0.027166018504428218,0.9746680673307885,90.0,695.8230357170105 +*Operon,633_fri_c0_500_25,0.2145013704714215,0.04498372690274143,0.9537734045893851,88.5,664.307728767395 +*Operon,634_fri_c2_100_10,0.36907231299504795,0.12770201043556959,0.880237599356407,46.0,214.70778810977936 +*Operon,635_fri_c0_250_10,0.232710199395766,0.05273858451010694,0.9350397072481627,47.0,329.54233026504517 +*Operon,637_fri_c1_500_50,0.20278524771102122,0.04029884012050414,0.9629660285366879,85.0,658.4984974861145 +*Operon,641_fri_c1_500_10,0.1429962838581646,0.020241685011179185,0.9786327030496544,88.0,680.5581982135773 +*Operon,643_fri_c2_500_25,0.1787864724063949,0.03146436677686208,0.9672720207380621,87.0,612.5957520008087 +*Operon,644_fri_c4_250_25,0.2736190171349459,0.07219727400294224,0.909272820188896,44.0,348.9943162202835 +*Operon,645_fri_c3_500_50,0.25338188814082857,0.062225580762491677,0.9397669422018105,45.0,536.5159118175507 +*Operon,646_fri_c3_500_10,0.15728394768307075,0.02443720456068421,0.9755052701568763,90.5,673.2160567045212 +*Operon,647_fri_c1_250_10,0.25468571512554544,0.06284785541330173,0.9337349551891636,47.0,342.3047776222229 +*Operon,648_fri_c1_250_50,0.21500683129903397,0.045191255387980245,0.9476997768561977,46.0,358.48088574409485 +*Operon,649_fri_c0_500_5,0.21626443098636425,0.045709523015693324,0.9491882080197862,46.0,528.4066233634949 +*Operon,650_fri_c0_500_50,0.21068376791222918,0.043430732860717754,0.9561476749128045,50.0,639.93001973629 +*Operon,651_fri_c0_100_25,0.4351429243016001,0.17340640513740985,0.8480413473416846,48.0,219.5535192489624 +*Operon,653_fri_c0_250_25,0.2583509704876717,0.06461216588065713,0.9309226339412828,49.0,342.8325364589691 +*Operon,654_fri_c0_500_10,0.22294331466789755,0.04850795440448702,0.9478695097219607,49.0,595.3110986948013 +*Operon,656_fri_c1_100_5,0.30429828660335234,0.08855784055878992,0.9087564174768388,45.0,220.45852208137512 +*Operon,657_fri_c2_250_10,0.275346823343299,0.0730793254658035,0.9248360890955196,45.0,331.4560819864273 +*Operon,658_fri_c3_250_25,0.2744288124344803,0.07261008303663641,0.9165919031688088,49.0,350.70152473449707 +*Operon,659_sleuth_ex1714,2316.0506180152174,15.495237574917796,0.21260750060080025,47.0,172.3714997768402 +*Operon,663_rabe_266,1.9758809511674245,1.5900727182201204,0.9986576364662241,43.0,215.1193062067032 +*Operon,665_sleuth_case2002,8.257034240243177,4.236691775042312,0.25642775491435305,46.5,241.94402039051056 +*Operon,666_rmftsa_ladata,1.6913716052937706,1.3508583328733759,0.6600912760266147,50.0,526.237609744072 +*Operon,678_visualizing_environmental,3.4798034479255415,2.573301461044747,-0.012319872372397678,46.0,224.60383868217468 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+122,RandomForest,1096_FacultySalaries,13879.5,73.64471960067749,4727.0,4.8503273611444495,1.7741012401580893,0.6626086624042459,0.020456866555743747,0.6626086624042459,False,21.0,2.202345876819636,1.7664976188481005,1096_FacultySalaries,50,5,250,black-box +123,*SBP-GP,1096_FacultySalaries,13879.5,36604.434606432915,382.0,4.031202063959413,1.6064653330895986,0.7533840234198663,10.16789850178692,0.7533840234198663,False,21.0,2.007785363020513,1.6156589344791072,1096_FacultySalaries,50,5,250,black-box +124,XGB,1096_FacultySalaries,13879.5,132.8569176197052,1375.0,5.1786247546507,1.663727100078877,0.7094950564848557,0.036904699338807,0.7094950564848557,False,21.0,2.275659191234641,1.8210957150958478,1096_FacultySalaries,50,5,250,black-box +125,*gplearn,1096_FacultySalaries,13879.5,26574.75891327858,3.5,5.347557736036338,1.6022109886745595,0.7602470571655392,7.381877475910716,0.7602470571655392,False,21.0,2.3124786995854336,1.8480701304255676,1096_FacultySalaries,50,5,250,black-box +126,*AFP,1191_BNG_pbc,13879.5,31351.940474390984,43.5,852438.3655505846,734.6280131609253,0.29991429207259157,8.708872353997496,0.29991429207259157,False,20.0,923.2758881020259,13.655857360156414,1191_BNG_pbc,1000000,19,19000000,black-box +127,*AFP_FE,1191_BNG_pbc,13879.5,31588.954798340797,38.5,862359.7697278822,739.9649377875687,0.29390041139315837,8.774709666205776,0.29390041139315837,False,20.0,928.6332805407537,13.667428988454553,1191_BNG_pbc,1000000,19,19000000,black-box +128,AdaBoost,1191_BNG_pbc,13879.5,227.60163187980652,1500.0,879666.0854180591,751.645857832975,0.276298256534049,0.06322267552216848,0.276298256534049,False,20.0,937.9051580080254,13.687298802851409,1191_BNG_pbc,1000000,19,19000000,black-box +129,*BSR,1191_BNG_pbc,13879.5,7200.066244125366,10.5,1118908.1872612329,869.0485847404507,0.08317634433312016,2.000018401145935,0.08317634433312016,False,20.0,1057.784565618743,13.927864828738269,1191_BNG_pbc,1000000,19,19000000,black-box +130,*DSR,1191_BNG_pbc,13879.5,34618.70483028889,6.0,979743.1051394152,794.8877408597901,0.1982659186754967,9.616306897302469,0.1982659186754967,False,20.0,989.8197336583138,13.795046699345043,1191_BNG_pbc,1000000,19,19000000,black-box +131,*EPLEX,1191_BNG_pbc,13879.5,69405.83349943161,44.0,868704.6474903257,740.8051245035008,0.2875212523824345,19.279398194286557,0.2875212523824345,False,20.0,932.0432648167819,13.674759621309331,1191_BNG_pbc,1000000,19,19000000,black-box +132,*FEAT,1191_BNG_pbc,13879.5,9305.539798498154,39.5,848170.3489491006,732.2400777936821,0.3033790136414861,2.584872166249487,0.3033790136414861,False,20.0,920.9616435819141,13.650837956802151,1191_BNG_pbc,1000000,19,19000000,black-box +133,*FFX,1191_BNG_pbc,13879.5,472.81668984889984,2457.0,1593707.9683181627,718.4818083778773,-0.3062526374551231,0.13133796940247217,0.0,False,20.0,1262.4214701589017,14.28157454218846,1191_BNG_pbc,1000000,19,19000000,black-box +134,*GP-GOMEA,1191_BNG_pbc,13879.5,9939.660043358803,25.0,824653.1639363379,718.2862859780981,0.3227987293049005,2.761016678710779,0.3227987293049005,False,20.0,908.1041591889875,13.622719382201256,1191_BNG_pbc,1000000,19,19000000,black-box +135,*ITEA,1191_BNG_pbc,13879.5,72826.80443739891,256.0,796873.1583863723,700.2893837620975,0.34626342477052624,20.229667899277473,0.34626342477052624,False,20.0,892.6775220573061,13.58845205118578,1191_BNG_pbc,1000000,19,19000000,black-box +136,KernelRidge,1191_BNG_pbc,13879.5,384.3521761894226,10000.0,784585.7571320368,691.2447992300135,0.35563655287291074,0.10676449338595073,0.35563655287291074,False,20.0,885.768455710654,13.572912434119145,1191_BNG_pbc,1000000,19,19000000,black-box +137,LGBM,1191_BNG_pbc,13879.5,106.74414932727814,7750.0,767208.6220581406,684.975980526202,0.36988874552390466,0.029651152590910595,0.36988874552390466,False,20.0,875.904459435012,13.550515344258615,1191_BNG_pbc,1000000,19,19000000,black-box 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+142,RandomForest,1191_BNG_pbc,13879.5,311.83451628685,12589322.0,759170.6531315775,678.7505517755691,0.3766525906304379,0.08662069896856944,0.3766525906304379,False,20.0,871.3039958198158,13.539983187766737,1191_BNG_pbc,1000000,19,19000000,black-box +143,*SBP-GP,1191_BNG_pbc,13879.5,296360.9857902527,566.0,794913.0867840666,700.3711147662918,0.3483772293712318,82.32249605284797,0.3483772293712318,False,20.0,891.5789851628775,13.585989320858536,1191_BNG_pbc,1000000,19,19000000,black-box +144,XGB,1191_BNG_pbc,13879.5,592.7162640094757,52144.0,749120.9151330328,671.3599685827548,0.38482222284729956,0.1646434066692988,0.38482222284729956,False,20.0,865.5177150890863,13.526657019791765,1191_BNG_pbc,1000000,19,19000000,black-box +145,*gplearn,1191_BNG_pbc,13879.5,28864.287083745003,18.5,922315.5857090636,753.0515101830262,0.24231202574287636,8.017857523262501,0.24231202574287636,False,20.0,960.3726285713601,13.734643812049285,1191_BNG_pbc,1000000,19,19000000,black-box 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+150,*BSR,1193_BNG_lowbwt,13879.5,171551.41792547703,24.0,235901.34332040147,394.1156731387588,0.5506791621361089,47.65317164596584,0.5506791621361089,False,21.0,485.696760664925,12.371173198879289,1193_BNG_lowbwt,31104,10,311040,black-box +151,*DSR,1193_BNG_lowbwt,13879.5,32281.21497285366,12.0,242418.59469903802,398.740020254386,0.5376740084882865,8.967004159126017,0.5376740084882865,False,21.0,492.36022859186954,12.398425366127379,1193_BNG_lowbwt,31104,10,311040,black-box +152,*EPLEX,1193_BNG_lowbwt,13879.5,73867.75046598911,55.0,224570.68558525838,384.1791667005459,0.5693399310510723,20.518819573885864,0.5693399310510723,False,21.0,473.8888958239667,12.32195024737894,1193_BNG_lowbwt,31104,10,311040,black-box +153,*FEAT,1193_BNG_lowbwt,13879.5,5346.984451532364,25.0,223871.51405285747,384.1814509241924,0.5704467848109773,1.48527345875899,0.5704467848109773,False,21.0,473.15062512149075,12.31883203512652,1193_BNG_lowbwt,31104,10,311040,black-box 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+166,*gplearn,1193_BNG_lowbwt,13879.5,27455.449647903442,8.0,242062.45190916624,393.2439590609254,0.5386244245808276,7.62651379108429,0.5386244245808276,False,21.0,491.99842673444215,12.396955168742704,1193_BNG_lowbwt,31104,10,311040,black-box +167,*AFP,1196_BNG_pharynx,13879.5,29258.49059522152,44.5,100495.04628912502,238.62203501017,0.42285863366626725,8.127358498672644,0.42285863366626725,False,21.0,317.0095365901869,11.517873665300698,1196_BNG_pharynx,1000000,11,11000000,black-box +168,*AFP_FE,1196_BNG_pharynx,13879.5,30781.33890938759,45.0,98975.69589944865,235.18975027338703,0.4330703117045879,8.55037191927433,0.4330703117045879,False,21.0,314.60403032931515,11.502639706451921,1196_BNG_pharynx,1000000,11,11000000,black-box +169,*AIFeynman,1196_BNG_pharynx,13879.5,255257.98937392235,7.0,275807.1725521038,469.0659320522016,-0.5804370315073692,70.90499704831177,0.0,False,21.0,525.1734690101013,12.52746087607093,1196_BNG_pharynx,1000000,11,11000000,black-box 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+426,*GP-GOMEA,218_house_8L,13879.5,14083.215498924255,31.0,1286322267.4679227,19638.952408121055,0.5512849742651683,3.9120043052567377,0.5512849742651683,False,21.0,35865.33517852472,20.975053028931995,218_house_8L,22784,9,205056,black-box +427,*ITEA,218_house_8L,13879.5,50623.86284446716,111.0,1186123737.5649395,18506.60694405916,0.5885621135072564,14.062184123463101,0.5885621135072564,False,21.0,34440.14717687687,20.893956464765115,218_house_8L,22784,9,205056,black-box +428,KernelRidge,218_house_8L,13879.5,172.1058852672577,10000.0,1009275073.8868065,16945.701724757833,0.6355912661016176,0.04780719035201603,0.6355912661016176,False,21.0,31769.08991278797,20.7324981624586,218_house_8L,22784,9,205056,black-box +429,LGBM,218_house_8L,13879.5,91.46318733692169,14090.5,980200825.4293551,16642.876583824633,0.660255649412585,0.025406440926922694,0.660255649412585,False,21.0,31308.159087198903,20.70326803356256,218_house_8L,22784,9,205056,black-box 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+438,*AFP,225_puma8NH,13879.5,14090.239510059357,34.0,11.749549846245396,2.7639878026020734,0.6208768461804093,3.9139554194609323,0.6208768461804093,False,21.0,3.4277616378980316,2.5454959648043256,225_puma8NH,8192,9,73728,black-box +439,*AFP_FE,225_puma8NH,13879.5,15438.945955514908,44.5,10.937786619231183,2.5823942322251696,0.6533825787610104,4.288596098754141,0.6533825787610104,False,21.0,3.3072324713015235,2.479708715506566,225_puma8NH,8192,9,73728,black-box +440,*AIFeynman,225_puma8NH,13879.5,7985.483404874802,4.0,54.825576092253236,5.962568646646227,-0.742904007196407,2.218189834687445,0.0,False,21.0,7.404429491341871,4.022232117283423,225_puma8NH,8192,9,73728,black-box +441,AdaBoost,225_puma8NH,13879.5,133.06590580940247,15000.0,13.543046615763874,3.054061628405366,0.5684812535634465,0.03696275161372291,0.5684812535634465,False,21.0,3.6800878543540065,2.677112983565109,225_puma8NH,8192,9,73728,black-box +442,*BSR,225_puma8NH,13879.5,151201.27320694923,14.0,22.920581674772897,4.0788720154212506,0.2675039601057988,42.00035366859701,0.2675039601057988,False,21.0,4.787544430579511,3.1747392462939934,225_puma8NH,8192,9,73728,black-box +443,*DSR,225_puma8NH,13879.5,31207.311192035675,9.0,12.75331279118452,2.811724551628084,0.5960510226526889,8.668697553343243,0.5960510226526889,False,21.0,3.5711780676948215,2.6212797253615094,225_puma8NH,8192,9,73728,black-box +444,*EPLEX,225_puma8NH,13879.5,47609.657359838486,53.0,10.21763533017755,2.4535949507682506,0.676977248872908,13.224904822177358,0.676977248872908,False,21.0,3.1965036102243887,2.417487122996482,225_puma8NH,8192,9,73728,black-box +445,*FEAT,225_puma8NH,13879.5,8703.786126255989,46.5,10.673555193935947,2.5275655878264747,0.6618929162996614,2.4177183684044414,0.6618929162996614,False,21.0,3.2670407395586523,2.4573260437716344,225_puma8NH,8192,9,73728,black-box +446,*FFX,225_puma8NH,13879.5,146.06401550769806,1986.5,10.351961965368986,2.4964692322781312,0.6734819241095475,0.04057333764102724,0.6734819241095475,False,21.0,3.2174464976700055,2.4293905893737096,225_puma8NH,8192,9,73728,black-box +447,*GP-GOMEA,225_puma8NH,13879.5,29136.719965815544,27.0,10.109480737875705,2.455854042057393,0.6795990288087218,8.09353332383765,0.6795990288087218,False,21.0,3.1795409633901093,2.407798864294259,225_puma8NH,8192,9,73728,black-box +448,*ITEA,225_puma8NH,13879.5,39288.502647161484,152.5,9.872889481676483,2.4165433595429504,0.685935125602574,10.913472957544856,0.685935125602574,False,21.0,3.142115446904598,2.3862724874901637,225_puma8NH,8192,9,73728,black-box +449,KernelRidge,225_puma8NH,13879.5,85.00704312324524,6144.0,10.645572769960694,2.5366717561643757,0.6617526278743499,0.02361306753423479,0.6617526278743499,False,21.0,3.2627553953615176,2.454926088040044,225_puma8NH,8192,9,73728,black-box 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+454,*Operon,225_puma8NH,13879.5,6538.8997638225555,46.0,9.87770776500178,2.4110381653492645,0.6845753964017924,1.8163610455062655,0.6845753964017924,False,21.0,3.1428820793981087,2.386715535867132,225_puma8NH,8192,9,73728,black-box +455,RandomForest,225_puma8NH,13879.5,307.5874240398407,7767352.0,10.564051212673508,2.501805395755941,0.6636098984772201,0.08544095112217798,0.6636098984772201,False,21.0,3.250238639342273,2.447901252773964,225_puma8NH,8192,9,73728,black-box +456,*SBP-GP,225_puma8NH,13879.5,268759.8518900871,342.5,9.996890450844262,2.4245072355955646,0.682715074448508,74.6555144139131,0.682715074448508,False,21.0,3.161785959049768,2.3976125465481855,225_puma8NH,8192,9,73728,black-box +457,XGB,225_puma8NH,13879.5,277.42186403274536,38634.0,10.470770802804914,2.5112859060797454,0.6691975006871886,0.07706162889798482,0.6691975006871886,False,21.0,3.235857043011158,2.4398021305228372,225_puma8NH,8192,9,73728,black-box 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+486,*EPLEX,228_elusage,13879.5,1306.3972282409668,59.5,157.84533125764835,9.71571690142629,0.6366587986958441,0.3628881189558241,0.6366587986958441,False,21.0,12.563651191339575,5.067930969396909,228_elusage,55,3,165,black-box +487,*FEAT,228_elusage,13879.5,4657.727209806442,25.5,115.25385906652775,8.083071127884148,0.7341841721513559,1.2938131138351228,0.7341841721513559,False,21.0,10.735635009934333,4.755776240187688,228_elusage,55,3,165,black-box +488,*FFX,228_elusage,13879.5,34.893792152404785,494.5,241.78996583586922,11.625319621171009,0.22115956859268465,0.009692720042334662,0.22115956859268465,False,21.0,15.549596966991436,5.492196731460974,228_elusage,55,3,165,black-box +489,*GP-GOMEA,228_elusage,13879.5,8796.178636550903,21.5,109.53112946930747,8.174416185426738,0.7323297899181982,2.443382954597473,0.7323297899181982,False,21.0,10.46571208610802,4.705297195938051,228_elusage,55,3,165,black-box 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+585,*AFP_FE,4544_GeographicalOriginalofMusic,13879.5,2872.9181545972824,15.0,0.3997938867081035,0.4626199909354444,0.5860674758931068,0.7980328207214673,0.5860674758931068,False,20.0,0.6322925641727123,0.33632500200280235,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +586,AdaBoost,4544_GeographicalOriginalofMusic,13879.5,198.83119356632233,15000.0,0.30128888956912103,0.41778568463736643,0.6839533169778231,0.05523088710175621,0.6839533169778231,False,20.0,0.5488978862858929,0.2633552268167819,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +587,*BSR,4544_GeographicalOriginalofMusic,13879.5,6805.114959597588,14.5,0.7095191390400868,0.6240122069297553,0.23069272911015848,1.8903097109993299,0.23069272911015848,False,20.0,0.842329590504861,0.5362121257292459,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +588,*DSR,4544_GeographicalOriginalofMusic,13879.5,34158.7840577364,5.0,0.3736944314518712,0.459831177318021,0.6264247867293733,9.488551127148998,0.6264247867293733,False,20.0,0.6113055140041445,0.3175037756550459,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +589,*EPLEX,4544_GeographicalOriginalofMusic,13879.5,7240.78401350975,48.5,0.23331751197783057,0.3601798604679435,0.759543761157175,2.0113288926415973,0.759543761157175,False,20.0,0.4830295146032285,0.20970770277370462,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +590,*FEAT,4544_GeographicalOriginalofMusic,13879.5,4673.695924282074,57.5,0.2139646507383763,0.3490124702741126,0.7739247153715562,1.2982488678561317,0.7739247153715562,False,20.0,0.46256313162462087,0.19389157420544187,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +591,*FFX,4544_GeographicalOriginalofMusic,13879.5,1926.6002757549286,1445.5,0.27562418110535847,0.3744491743136809,0.7113309691906231,0.5351667432652579,0.7113309691906231,False,20.0,0.5249992200997621,0.2434356126261431,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +592,*GP-GOMEA,4544_GeographicalOriginalofMusic,13879.5,20798.43830895424,21.0,0.2419960551263063,0.37116036807388697,0.7425923607396149,5.7773439747095106,0.7425923607396149,False,20.0,0.4919309454855491,0.21671980727943627,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +593,*ITEA,4544_GeographicalOriginalofMusic,13879.5,5978.69267976284,111.5,0.4303850608928088,0.48458778076311915,0.5698939011114972,1.660747966600789,0.5698939011114972,False,20.0,0.6560373929074538,0.35794368137586835,4544_GeographicalOriginalofMusic,1059,118,124962,black-box 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+603,*gplearn,4544_GeographicalOriginalofMusic,13879.5,26141.035621404648,1.0,0.45791102099544156,0.4865647423771762,0.49020143078176276,7.261398783723513,0.49020143078176276,False,20.0,0.6766912301747685,0.3770046036003349,4544_GeographicalOriginalofMusic,1059,118,124962,black-box +604,*AFP,485_analcatdata_vehicle,13879.5,722.9651532173157,35.5,43857.69176868774,150.99284508152363,0.3746599370530389,0.2008236536714766,0.3746599370530389,False,21.0,209.4222809747992,10.688728194091732,485_analcatdata_vehicle,48,5,240,black-box +605,*AFP_FE,485_analcatdata_vehicle,13879.5,689.8871665000916,59.0,52367.186072600016,173.47864676281557,0.3449556345287985,0.1916353240278032,0.3449556345287985,False,21.0,228.83877746701938,10.866054549908343,485_analcatdata_vehicle,48,5,240,black-box +606,*AIFeynman,485_analcatdata_vehicle,13879.5,69682.87620425224,400.0,173034.52622413967,320.32022040940205,-1.1697681831001576,19.35635450118118,0.0,False,21.0,415.97418937253747,12.061252206294451,485_analcatdata_vehicle,48,5,240,black-box +607,AdaBoost,485_analcatdata_vehicle,13879.5,26.030641317367554,513.0,25341.36611764678,133.4493326118326,0.6694955599125296,0.007230733699268765,0.6694955599125296,False,21.0,159.18971737410297,10.14023282432445,485_analcatdata_vehicle,48,5,240,black-box +608,*BSR,485_analcatdata_vehicle,13879.5,7200.012567996979,48.5,34206.41500676074,129.45710287674424,0.4491988736544262,2.000003491110272,0.4491988736544262,False,21.0,184.94976346770693,10.44019771261332,485_analcatdata_vehicle,48,5,240,black-box +609,*DSR,485_analcatdata_vehicle,13879.5,32143.25867521763,13.5,26869.79679641848,131.7489512159326,0.584304166634037,8.92868296533823,0.584304166634037,False,21.0,163.92009271720926,10.198795354925679,485_analcatdata_vehicle,48,5,240,black-box +610,*EPLEX,485_analcatdata_vehicle,13879.5,1280.5133689641953,59.0,41718.91856535583,143.76513510142703,0.41903937255890106,0.3556981580456098,0.41903937255890106,False,21.0,204.25209562047542,10.638733957179818,485_analcatdata_vehicle,48,5,240,black-box +611,*FEAT,485_analcatdata_vehicle,13879.5,4519.970644831657,149.0,42441.8847708509,166.02179815752197,0.5038322640752879,1.255547401342127,0.5038322640752879,False,21.0,206.01428292924473,10.655914563340836,485_analcatdata_vehicle,48,5,240,black-box +612,*FFX,485_analcatdata_vehicle,13879.5,101.57105624675751,540.5,61725.37300455173,201.54431118620852,0.17233033018426508,0.028214182290765975,0.17233033018426508,False,21.0,248.44591565278697,11.030466557863141,485_analcatdata_vehicle,48,5,240,black-box +613,*GP-GOMEA,485_analcatdata_vehicle,13879.5,6052.227527856827,23.5,51386.87886128697,172.69243448889105,0.23479557872755769,1.681174313293563,0.23479557872755769,False,21.0,226.68674169718653,10.847157603814072,485_analcatdata_vehicle,48,5,240,black-box +614,*ITEA,485_analcatdata_vehicle,13879.5,928.1871644258499,79.0,54869.854650082154,172.80430787292667,0.28998244267806694,0.2578297678960694,0.28998244267806694,False,21.0,234.2431528350021,10.912737605839904,485_analcatdata_vehicle,48,5,240,black-box +615,KernelRidge,485_analcatdata_vehicle,13879.5,0.8017582893371582,36.0,40087.159535758256,139.72921008818057,0.5775164750276633,0.0002227106359269884,0.5775164750276633,False,21.0,200.21778026878195,10.598836296270393,485_analcatdata_vehicle,48,5,240,black-box 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+619,*MRGP,485_analcatdata_vehicle,13879.5,34381.01595032215,75.0,72354.99935781762,208.78483145499945,-0.18419645214379654,9.550282208422821,0.001931403248982777,False,21.0,268.98884615875363,11.18935364994621,485_analcatdata_vehicle,48,5,240,black-box +620,*Operon,485_analcatdata_vehicle,13879.5,196.31475913524628,51.0,56984.931352937856,170.2210021018982,-0.09408766152709624,0.05453187753756841,0.040673231337854276,False,21.0,238.7151678317443,10.95055969798251,485_analcatdata_vehicle,48,5,240,black-box +621,RandomForest,485_analcatdata_vehicle,13879.5,66.57892215251923,44532.0,27341.419564774682,129.3134398422671,0.5535327961408671,0.01849414504236645,0.5535327961408671,False,21.0,165.35241021761576,10.216194605439476,485_analcatdata_vehicle,48,5,240,black-box +622,*SBP-GP,485_analcatdata_vehicle,13879.5,36226.154656767845,508.5,26480.488501247033,133.71116396733402,0.5787177869814915,10.062820737991068,0.5787177869814915,False,21.0,162.72826583371136,10.184201220753836,485_analcatdata_vehicle,48,5,240,black-box +623,XGB,485_analcatdata_vehicle,13879.5,140.81917917728424,1042.0,22102.49748539968,109.00887219111125,0.7248418685127752,0.03911643866035673,0.7248418685127752,False,21.0,148.66908718829103,10.00349113224239,485_analcatdata_vehicle,48,5,240,black-box +624,*gplearn,485_analcatdata_vehicle,13879.5,22574.88816165924,21.0,33944.789187084105,129.88600007222917,0.5304962510755992,6.270802267127567,0.5304962510755992,False,21.0,184.24111698283883,10.432520095458987,485_analcatdata_vehicle,48,5,240,black-box +625,*AFP,503_wind,13879.5,8496.695196270943,15.0,13.944256716497847,2.895506828944634,0.6782120641665355,2.360193110075262,0.6782120641665355,False,21.0,3.734200947525166,2.7043270599054416,503_wind,6574,15,98610,black-box +626,*AFP_FE,503_wind,13879.5,9027.198429584503,19.0,13.93510560063044,2.8869048443104366,0.685839256511642,2.5075551193290284,0.685839256511642,False,21.0,3.732975435310342,2.703714522324726,503_wind,6574,15,98610,black-box +627,*AIFeynman,503_wind,13879.5,22076.63647568226,10.0,42.961128382938526,5.261762197478841,0.0002595602145465947,6.13239902102285,0.00035510361790375145,False,21.0,6.5544739211426055,3.7833057976076883,503_wind,6574,15,98610,black-box +628,AdaBoost,503_wind,13879.5,120.5097883939743,1500.0,13.35768287267831,2.882165719636947,0.6943920925777516,0.03347494122054842,0.6943920925777516,False,21.0,3.654816393839547,2.664285190758835,503_wind,6574,15,98610,black-box +629,*BSR,503_wind,13879.5,7200.104282259941,13.0,16.663136654784694,3.15237638137286,0.6084120983720436,2.000028967294428,0.6084120983720436,False,21.0,4.082050545349077,2.871479792925617,503_wind,6574,15,98610,black-box +630,*DSR,503_wind,13879.5,31563.431513667107,6.0,15.790391487319038,3.0942536516914654,0.6446614216834342,8.76761986490753,0.6446614216834342,False,21.0,3.973712557208817,2.8208067875132143,503_wind,6574,15,98610,black-box +631,*EPLEX,503_wind,13879.5,35868.835757017136,58.0,10.263897569989954,2.4381698261119356,0.7678168341746868,9.963565488060315,0.7678168341746868,False,21.0,3.2037318192991675,2.421602705801005,503_wind,6574,15,98610,black-box +632,*FEAT,503_wind,13879.5,5168.577968835831,50.0,10.333028968541587,2.4457275303873884,0.7675477440491203,1.4357161024543974,0.7675477440491203,False,21.0,3.214502911577712,2.4277213798705115,503_wind,6574,15,98610,black-box +633,*FFX,503_wind,13879.5,253.47211182117462,2363.0,25.70540353798753,2.6202345757670162,0.41657058120661344,0.07040891995032628,0.41657058120661344,False,21.0,5.070049658335462,3.284865924630102,503_wind,6574,15,98610,black-box +634,*GP-GOMEA,503_wind,13879.5,36156.16758561134,42.0,10.130630165312962,2.4171542936707686,0.7695880748297959,10.04337988489204,0.7695880748297959,False,21.0,3.182865087513601,2.409700782311181,503_wind,6574,15,98610,black-box +635,*ITEA,503_wind,13879.5,30510.50320315361,171.5,9.762134443136485,2.380867619677598,0.7777304583608095,8.47513977865378,0.7777304583608095,False,21.0,3.1244414609873052,2.376033903382479,503_wind,6574,15,98610,black-box +636,KernelRidge,503_wind,13879.5,60.98970282077789,4930.0,8.885575478115634,2.2745037125701364,0.7969231421839091,0.01694158411688275,0.7969231421839091,False,21.0,2.980868242327331,2.291076672238654,503_wind,6574,15,98610,black-box +637,LGBM,503_wind,13879.5,58.115052938461304,15091.5,9.471078097429073,2.3403649708069647,0.7841410784565274,0.016143070260683696,0.7841410784565274,False,21.0,3.0775116729963954,2.3486169897274274,503_wind,6574,15,98610,black-box 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+642,RandomForest,503_wind,13879.5,319.05391347408295,6145608.0,9.94391437908202,2.38849051384209,0.7718916036675163,0.08862608707613415,0.7718916036675163,False,21.0,3.1533972758093802,2.3927835373007986,503_wind,6574,15,98610,black-box +643,*SBP-GP,503_wind,13879.5,275710.1690592766,595.0,9.307206155318358,2.335916816891647,0.7839577769421686,76.58615807202128,0.7839577769421686,False,21.0,3.050771403320537,2.332843277340838,503_wind,6574,15,98610,black-box +644,XGB,503_wind,13879.5,431.18109798431396,69125.0,9.231072255258596,2.303324317700091,0.7901126868416708,0.119772527217865,0.7901126868416708,False,21.0,3.038267969626543,2.3254293892566356,503_wind,6574,15,98610,black-box +645,*gplearn,503_wind,13879.5,27348.3078019619,14.5,13.466286068337725,2.797156199240576,0.6994451479228818,7.596752167211639,0.6994451479228818,False,21.0,3.6696438612401785,2.6718208434519215,503_wind,6574,15,98610,black-box +646,*AFP,505_tecator,13879.5,1171.1059713363647,25.0,3.096792453811916,1.3305584160387796,0.9850615606313606,0.32530721426010134,0.9850615606313606,False,20.0,1.759770568515088,1.4102043391931918,505_tecator,240,125,30000,black-box +647,*AFP_FE,505_tecator,13879.5,1189.6642702817917,10.5,3.6018871637665857,1.427641944745902,0.9826726288497127,0.3304622973004977,0.9826726288497127,False,20.0,1.8978638422622909,1.5264664723570354,505_tecator,240,125,30000,black-box +648,AdaBoost,505_tecator,13879.5,67.62820875644684,15000.0,3.0032126990893584,1.3666479294984788,0.9866404245014881,0.018785613543457456,0.9866404245014881,False,20.0,1.732977985748624,1.3870972135199753,505_tecator,240,125,30000,black-box +649,*BSR,505_tecator,13879.5,7200.0127630233765,24.5,23.574361091654175,3.722993966489221,0.8852129830327464,2.000003545284271,0.8852129830327464,False,20.0,4.855343560620008,3.2017036673902504,505_tecator,240,125,30000,black-box +650,*DSR,505_tecator,13879.5,36123.20900261402,5.0,3.509560574982604,1.3817371359516442,0.9847034371024421,10.03422472294834,0.9847034371024421,False,20.0,1.8733821219875577,1.5061997152826265,505_tecator,240,125,30000,black-box +651,*EPLEX,505_tecator,13879.5,2795.4142040014267,49.0,1.4875879457549162,0.8600378034185727,0.9933674657262124,0.7765039455559519,0.9933674657262124,False,20.0,1.2196671454765502,0.911313544502988,505_tecator,240,125,30000,black-box +652,*FEAT,505_tecator,13879.5,6195.117441892624,63.5,0.95405189917189,0.6750456021824776,0.9951669317396514,1.7208659560812845,0.9951669317396514,False,20.0,0.9767558032445418,0.6699051137447818,505_tecator,240,125,30000,black-box +653,*FFX,505_tecator,13879.5,160.28245675563812,183.5,0.5472473325614317,0.5375966803091804,0.9975730125242757,0.04452290465434393,0.9975730125242757,False,20.0,0.7397616728118804,0.436477437649053,505_tecator,240,125,30000,black-box +654,*GP-GOMEA,505_tecator,13879.5,22476.901627779007,17.5,2.323528972659145,1.0409967109494258,0.9905419525111401,6.2435837854941685,0.9905419525111401,False,20.0,1.524312623007218,1.2010271619759132,505_tecator,240,125,30000,black-box +655,*ITEA,505_tecator,13879.5,2525.0254113674164,159.5,1.6960931908406605,0.8498564671351554,0.9921907109251336,0.7013959476020601,0.9921907109251336,False,20.0,1.3023414263704662,0.9918037587882151,505_tecator,240,125,30000,black-box +656,KernelRidge,505_tecator,13879.5,0.9920234680175781,180.0,2.588971445718303,0.8896971812959258,0.9867423037600902,0.00027556207444932727,0.9867423037600902,False,20.0,1.6090281059441762,1.2778656560787365,505_tecator,240,125,30000,black-box +657,LGBM,505_tecator,13879.5,21.68445348739624,3583.5,4.157372792462575,1.2064881275876962,0.9806393790710557,0.006023459302054512,0.9806393790710557,False,20.0,2.0389636564839932,1.640427301085672,505_tecator,240,125,30000,black-box +658,Linear,505_tecator,13879.5,0.21859979629516602,124.0,3.08698614271999,1.2816185266500362,0.9865381887969948,6.072216563754612e-05,0.9865381887969948,False,20.0,1.7569821122367724,1.4078078140013959,505_tecator,240,125,30000,black-box +659,MLP,505_tecator,13879.5,18.35047936439514,25202.0,1.0734007918084356,0.6350359404702999,0.994941402039536,0.005097355378998651,0.994941402039536,False,20.0,1.0360505739626977,0.7291901537956971,505_tecator,240,125,30000,black-box +660,*MRGP,505_tecator,13879.5,64210.280888319016,2960.0,5.0918846406612275,0.9483751695372176,0.978014339660866,17.83618913564417,0.978014339660866,False,20.0,2.256520472023515,1.806957498652249,505_tecator,240,125,30000,black-box +661,*Operon,505_tecator,13879.5,326.37229895591736,51.0,0.5607983105098334,0.5334300984938942,0.997351969037003,0.09065897193219927,0.997351969037003,False,20.0,0.7488646810404623,0.44519742787476485,505_tecator,240,125,30000,black-box +662,RandomForest,505_tecator,13879.5,84.59232139587402,12594.0,2.7484714962663146,1.1757583209872244,0.9853765114028423,0.023497867054409448,0.9853765114028423,False,20.0,1.657851469905044,1.3213481558948046,505_tecator,240,125,30000,black-box +663,*SBP-GP,505_tecator,13879.5,130331.03874051571,788.5,0.7938767177031716,0.5768373113381797,0.9964452371407311,36.20306631680992,0.9964452371407311,False,20.0,0.8909975969121194,0.5843790420463286,505_tecator,240,125,30000,black-box +664,XGB,505_tecator,13879.5,453.2803832292557,2827.0,1.6308062183562178,0.9351836651563643,0.9917582516131249,0.12591121756368212,0.9917582516131249,False,20.0,1.2770302339240907,0.9672903461172759,505_tecator,240,125,30000,black-box +665,*gplearn,505_tecator,13879.5,22152.845094561577,5.0,4.017086869701993,1.4532679030710913,0.9825986491730491,6.153568081822661,0.9825986491730491,False,20.0,2.004267165250679,1.6128494604213752,505_tecator,240,125,30000,black-box +666,*AFP,519_vinnie,13879.5,1153.2532193660736,14.0,2.6074435206314956,1.3018518903618266,0.7324053196742728,0.32034811649057604,0.7324053196742728,False,21.0,1.6147580377974577,1.2829993554467254,519_vinnie,380,3,1140,black-box +667,*AFP_FE,519_vinnie,13879.5,1118.123493552208,13.5,2.6309351707424744,1.3008446957879602,0.7290113184171476,0.3105898593200578,0.7290113184171476,False,21.0,1.6220157738883043,1.2894902378917759,519_vinnie,380,3,1140,black-box +668,*AIFeynman,519_vinnie,13879.5,108552.64912629128,11.5,5.571623224103771,1.8641138314868204,0.43234417339055803,30.153513646192017,0.43234417339055803,False,21.0,2.360428610253606,1.8827608680543562,519_vinnie,380,3,1140,black-box +669,AdaBoost,519_vinnie,13879.5,12.8638836145401,1169.0,2.75627784876307,1.3332872486340148,0.7090189902818795,0.003573301004038917,0.7090189902818795,False,21.0,1.66020415875972,1.3234285332540823,519_vinnie,380,3,1140,black-box +670,*BSR,519_vinnie,13879.5,7200.006766080856,27.0,2.6251793174244638,1.3033631394435607,0.7309083112205168,2.0000018794669048,0.7309083112205168,False,21.0,1.6202405122155363,1.2879037539589067,519_vinnie,380,3,1140,black-box +671,*DSR,519_vinnie,13879.5,47819.22824692726,6.0,2.6057961113775048,1.3042659716012657,0.7325810807446349,13.283118957479795,0.7325810807446349,False,21.0,1.6142478469483876,1.2825425816899452,519_vinnie,380,3,1140,black-box +672,*EPLEX,519_vinnie,13879.5,3150.879133462906,26.5,2.64273875698985,1.3102257363910845,0.6971159284907473,0.8752442037396961,0.6971159284907473,False,21.0,1.625650256663422,1.2927358044997754,519_vinnie,380,3,1140,black-box +673,*FEAT,519_vinnie,13879.5,4026.508127808571,9.0,2.6181219566270144,1.3056038969448753,0.7249629021843388,1.1184744799468254,0.7249629021843388,False,21.0,1.6180611720905407,1.2859550947043321,519_vinnie,380,3,1140,black-box +674,*FFX,519_vinnie,13879.5,23.665794730186462,288.5,2.823214535345817,1.340237181771181,0.7022821243507228,0.006573831869496239,0.7022821243507228,False,21.0,1.6802424037459052,1.3410915701541137,519_vinnie,380,3,1140,black-box +675,*GP-GOMEA,519_vinnie,13879.5,19381.349232792854,10.5,2.740349879319536,1.3226820750867612,0.7148689774636546,5.383708120220238,0.7148689774636546,False,21.0,1.655400217264555,1.319179157671051,519_vinnie,380,3,1140,black-box +676,*ITEA,519_vinnie,13879.5,2504.6980164051056,44.0,2.698451402228568,1.3244591561920065,0.7204617572548018,0.6957494490014182,0.7204617572548018,False,21.0,1.6426963816325182,1.307914192099667,519_vinnie,380,3,1140,black-box +677,KernelRidge,519_vinnie,13879.5,1.0813117027282715,285.0,2.61693564219537,1.3016628207308334,0.731242754186052,0.0003003643618689643,0.731242754186052,False,21.0,1.6176945453933416,1.2856271596668918,519_vinnie,380,3,1140,black-box +678,LGBM,519_vinnie,13879.5,19.79824411869049,4854.5,2.821576195422736,1.3323678655793798,0.7086901232414442,0.005499512255191803,0.7086901232414442,False,21.0,1.6797548021728457,1.340662954118473,519_vinnie,380,3,1140,black-box +679,Linear,519_vinnie,13879.5,0.1705838441848755,2.0,2.6089084569916245,1.3059897080075076,0.7313623771974669,4.738440116246541e-05,0.7313623771974669,False,21.0,1.6152115827320037,1.283405360138513,519_vinnie,380,3,1140,black-box +680,MLP,519_vinnie,13879.5,12.044094324111938,802.0,2.6391827669945913,1.3112096845255325,0.7325559268628086,0.0033455817566977607,0.7325559268628086,False,21.0,1.6245561753890172,1.2917591418795566,519_vinnie,380,3,1140,black-box +681,*MRGP,519_vinnie,13879.5,290643.31793260574,7083.5,3.699773995207598,1.5112636464368259,0.5712546076795058,80.73425498127938,0.5712546076795058,False,21.0,1.923479658121603,1.5475144214337953,519_vinnie,380,3,1140,black-box +682,*Operon,519_vinnie,13879.5,423.64041578769684,47.0,2.9097726399722266,1.3684976222483733,0.6937762775999339,0.11767789327436023,0.6937762775999339,False,21.0,1.7058055692171445,1.3634792239618947,519_vinnie,380,3,1140,black-box +683,RandomForest,519_vinnie,13879.5,69.29281938076019,2964.0,3.372759394491155,1.4675079543190037,0.6416948192305193,0.019248005383544497,0.6416948192305193,False,21.0,1.836507390263147,1.4753942502198918,519_vinnie,380,3,1140,black-box +684,*SBP-GP,519_vinnie,13879.5,96471.70850276947,78.0,2.7552302045857866,1.3209568611265845,0.7133176770564262,26.79769680632485,0.7133176770564262,False,21.0,1.6598886121019647,1.3231495894849654,519_vinnie,380,3,1140,black-box +685,XGB,519_vinnie,13879.5,180.597385764122,859.0,3.044414205701206,1.364574632205461,0.6932041248303321,0.050165940490033895,0.6932041248303321,False,21.0,1.744824978529711,1.3973367206661864,519_vinnie,380,3,1140,black-box 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+757,*FEAT,529_pollen,13879.5,2743.12246966362,15.0,2.093403034663976,1.148256983403945,0.7835052099853528,0.76197846379545,0.7835052099853528,False,21.0,1.4468597149219327,1.1292717906338916,529_pollen,3848,5,19240,black-box +758,*FFX,529_pollen,13879.5,64.11787104606628,755.0,2.1074644406975764,1.1549557814496887,0.7778338755569678,0.01781051973501841,0.7778338755569678,False,21.0,1.451710866769818,1.1338071012793571,529_pollen,3848,5,19240,black-box +759,*GP-GOMEA,529_pollen,13879.5,7437.1216233968735,30.0,2.074627712704071,1.1376648037961528,0.7846679162876836,2.0658671176102423,0.7846679162876836,False,21.0,1.4403568004852376,1.123183824889707,529_pollen,3848,5,19240,black-box +760,*ITEA,529_pollen,13879.5,12949.811441063881,30.5,2.0696967835560587,1.1337004272138673,0.7846733917256364,3.597169844739967,0.7846733917256364,False,21.0,1.4386440781360965,1.1215787891499516,529_pollen,3848,5,19240,black-box 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+765,*MRGP,529_pollen,13879.5,8566.996010184288,38463.5,6.962960215562616,1.6385185052518754,0.31144745697210097,2.37972111394008,0.31144745697210097,False,21.0,2.6387421654194667,2.074800817100905,529_pollen,3848,5,19240,black-box +766,*Operon,529_pollen,13879.5,3255.5517292022705,49.0,2.0827205223904244,1.1399280445260191,0.7842472106428033,0.9043199247784084,0.7842472106428033,False,21.0,1.4431633734232672,1.1258124936079283,529_pollen,3848,5,19240,black-box +767,RandomForest,529_pollen,13879.5,125.18055462837219,3647947.0,2.391264903882211,1.2166796337505223,0.749513671695347,0.03477237628565894,0.749513671695347,False,21.0,1.5463715284116593,1.221202979786275,529_pollen,3848,5,19240,black-box +768,*SBP-GP,529_pollen,13879.5,278908.9584892988,246.5,2.0716729971220706,1.1345638758340086,0.7837217619739093,77.4747106914719,0.7837217619739093,False,21.0,1.439330746257465,1.1222223633702957,529_pollen,3848,5,19240,black-box +769,XGB,529_pollen,13879.5,231.9051592350006,36656.0,2.2809575026377122,1.1849617355967472,0.7689061598329978,0.06441809978750017,0.7689061598329978,False,21.0,1.5102839145795444,1.1881353013311393,529_pollen,3848,5,19240,black-box +770,*gplearn,529_pollen,13879.5,22518.117438316345,19.0,2.1653525706925243,1.1636894130677,0.7755738949333892,6.25503262175454,0.7755738949333892,False,21.0,1.4715137004773433,1.1522644461352767,529_pollen,3848,5,19240,black-box +771,*AFP,537_houses,13879.5,20138.039971470833,23.0,6751411156.82057,61183.9444090539,0.4898480604418706,5.593899992075231,0.4898480604418706,False,21.0,82166.97120388807,22.633017380398627,537_houses,20640,9,185760,black-box +772,*AFP_FE,537_houses,13879.5,20578.655725479126,26.5,6653657811.010327,60399.08102454544,0.5093541618018893,5.716293257077535,0.5093541618018893,False,21.0,81569.95654657618,22.618432587312665,537_houses,20640,9,185760,black-box +773,*AIFeynman,537_houses,13879.5,7404.176305532455,3033.0,6968237813.653496,55841.958552524855,0.4724754570625684,2.056715640425682,0.4724754570625684,False,21.0,83475.97147475132,22.664628205456907,537_houses,20640,9,185760,black-box +774,AdaBoost,537_houses,13879.5,153.00165843963623,15000.0,6422876087.552532,65226.745347695665,0.5217831246309828,0.04250046067767673,0.5217831246309828,False,21.0,80142.84801248663,22.583131843202338,537_houses,20640,9,185760,black-box +775,*BSR,537_houses,13879.5,7200.0992476940155,10.0,12654644694.962906,88574.67853578061,0.04139868482862802,2.000027568803893,0.04139868482862802,False,21.0,112492.86508469284,23.261290154371,537_houses,20640,9,185760,black-box +776,*DSR,537_houses,13879.5,31222.790992617607,6.0,6723066917.383298,58907.11817820091,0.499191774742615,8.672997497949336,0.499191774742615,False,21.0,81994.31027445318,22.628810274032933,537_houses,20640,9,185760,black-box +777,*EPLEX,537_houses,13879.5,75566.74488818645,56.5,4747126477.8046875,49130.41665986748,0.644270824066092,20.99076246894068,0.644270824066092,False,21.0,68899.39388561185,22.28080532010518,537_houses,20640,9,185760,black-box +778,*FEAT,537_houses,13879.5,3293.104293823242,26.5,4805270603.695488,50673.9799025072,0.6398396339593353,0.9147511927286784,0.6398396339593353,False,21.0,69320.05917261964,22.292979195097264,537_houses,20640,9,185760,black-box +779,*FFX,537_houses,13879.5,207.63409888744354,1463.0,6882880265.918201,43718.00541914388,0.4837793459673388,0.057676138579845423,0.4837793459673388,False,21.0,82963.12594109627,22.65230304473236,537_houses,20640,9,185760,black-box +780,*GP-GOMEA,537_houses,13879.5,23368.170494556427,40.5,4689633649.144262,49778.51363205191,0.6488256218603001,6.491158470710118,0.6488256218603001,False,21.0,68480.89988561966,22.268620303377986,537_houses,20640,9,185760,black-box +781,*ITEA,537_houses,13879.5,77728.60372900963,217.0,3536368572.132752,42245.7616932408,0.7356516910312436,21.591278813613783,0.7356516910312436,False,21.0,59467.37401409913,21.986366210773017,537_houses,20640,9,185760,black-box +782,KernelRidge,537_houses,13879.5,213.09823966026306,10000.0,3148958506.4322276,38594.74507373665,0.7648645017134378,0.05919395546118418,0.7648645017134378,False,21.0,56115.58167240386,21.87033760255176,537_houses,20640,9,185760,black-box +783,LGBM,537_houses,13879.5,56.29944121837616,10015.0,2451726987.4368753,33301.521356814286,0.8160038746110638,0.015638733671771154,0.8160038746110638,False,21.0,49514.91681742862,21.620058506422033,537_houses,20640,9,185760,black-box +784,Linear,537_houses,13879.5,0.5236570835113525,8.0,4879188078.424408,51080.27172826445,0.6359184139059981,0.0001454603009753757,0.6359184139059981,False,21.0,69851.18523278189,22.30824466580212,537_houses,20640,9,185760,black-box 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+797,*DSR,542_pollution,13879.5,29949.073969364166,6.0,3044.6320665977737,43.714482422017,0.03287528602749451,8.319187213712269,0.03287528602749451,False,21.0,55.17818469828247,8.021463733840603,542_pollution,60,16,960,black-box +798,*EPLEX,542_pollution,13879.5,1400.0804995298386,47.0,2667.6767992568316,42.145887686273284,0.1288101237747477,0.3889112498693996,0.13696103234191664,False,21.0,51.649557590136546,7.889338047750858,542_pollution,60,16,960,black-box +799,*FEAT,542_pollution,13879.5,5019.763603210449,44.0,1858.305031857253,34.620186926162475,0.4035505427400828,1.3943787786695694,0.4035505427400828,False,21.0,43.108062260524456,7.52795805810046,542_pollution,60,16,960,black-box +800,*FFX,542_pollution,13879.5,57.18404448032379,372.5,6988.401159420751,62.20332108196461,-1.4498510256634771,0.01588445680008994,0.0,False,21.0,83.59665758522138,8.852150160516503,542_pollution,60,16,960,black-box +801,*GP-GOMEA,542_pollution,13879.5,4566.693137168884,20.0,2689.8045803185405,38.70675224720648,0.10823223201487336,1.2685258714358012,0.12290296398740702,False,21.0,51.863325966607086,7.897595528364414,542_pollution,60,16,960,black-box +802,*ITEA,542_pollution,13879.5,1144.3337689638138,141.5,3632.0982290604475,51.58782733444565,-0.3487134897336668,0.31787049137883716,0.0,False,21.0,60.26689164923347,8.197841069857457,542_pollution,60,16,960,black-box +803,KernelRidge,542_pollution,13879.5,0.8481425046920776,45.0,1510.458560811773,27.81161497085909,0.5082636107610927,0.00023559514019224378,0.5082636107610927,False,21.0,38.86461836698995,7.320830397907052,542_pollution,60,16,960,black-box +804,LGBM,542_pollution,13879.5,8.603310704231262,500.0,3432.3129557634074,49.117081175486916,-0.025807950686729253,0.0023898085289531285,0.0,False,21.0,58.58594503601873,8.141280950317462,542_pollution,60,16,960,black-box 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+813,*AFP,547_no2,13879.5,1638.5210676193237,31.0,0.3350852808393563,0.45397264887334116,0.41770667527463445,0.4551447410053677,0.41770667527463445,False,21.0,0.5788655118759074,0.28899517059046687,547_no2,500,8,4000,black-box +814,*AFP_FE,547_no2,13879.5,1613.5454684495926,44.0,0.300961005881625,0.43253048236658254,0.419403063720265,0.4482070745693313,0.419403063720265,False,21.0,0.5485991304054583,0.2631032266612209,547_no2,500,8,4000,black-box +815,*AIFeynman,547_no2,13879.5,144064.74456644058,2004.0,31.333768429029337,2.6939906539675125,-55.23479422758618,40.01798460178905,0.0,False,21.0,5.597657405471447,3.476112146312652,547_no2,500,8,4000,black-box +816,AdaBoost,547_no2,13879.5,47.456271290779114,10937.5,0.2442733064423378,0.4010672581607222,0.5140253172820242,0.013182297580771976,0.5140253172820242,False,21.0,0.4942401303438823,0.21855166989903038,547_no2,500,8,4000,black-box 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+821,*FFX,547_no2,13879.5,120.79667842388153,2164.0,4.881946581236421,0.7749730488754432,-8.108857244310567,0.03355463289552264,0.0,False,21.0,2.2095127474709035,1.7718877583558517,547_no2,500,8,4000,black-box +822,*GP-GOMEA,547_no2,13879.5,7307.784503102303,26.5,0.2846862376077061,0.40701026425431497,0.4933833115703374,2.0299401397506394,0.4933833115703374,False,21.0,0.533559966271558,0.25051451546415315,547_no2,500,8,4000,black-box +823,*ITEA,547_no2,13879.5,3721.5278973579407,40.5,0.2924734557615165,0.42505549265663395,0.45181055123280983,1.0337577492660945,0.45181055123280983,False,21.0,0.5408081506056621,0.25655779006113694,547_no2,500,8,4000,black-box +824,KernelRidge,547_no2,13879.5,1.1801893711090088,375.0,0.25102573289879904,0.3963955748166301,0.5084753553341785,0.0003278303808636135,0.5084753553341785,False,21.0,0.501024682923705,0.22396380113636608,547_no2,500,8,4000,black-box 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+829,*Operon,547_no2,13879.5,576.0591510534286,47.5,0.2632005616388299,0.40514986038208006,0.5270123712730916,0.16001643084817463,0.5270123712730916,False,21.0,0.5130307609089633,0.2336486285751163,547_no2,500,8,4000,black-box +830,RandomForest,547_no2,13879.5,82.27537441253662,47175.0,0.2304197654110431,0.37505379051160825,0.5689452906059194,0.02285427067014906,0.5689452906059194,False,21.0,0.48002058852828705,0.20735538385595162,547_no2,500,8,4000,black-box +831,*SBP-GP,547_no2,13879.5,156343.08300447464,167.5,0.29006955415752056,0.4073187628279509,0.4766662259266255,43.42863416790962,0.4766662259266255,False,21.0,0.538581056255714,0.2546961348716267,547_no2,500,8,4000,black-box +832,XGB,547_no2,13879.5,184.46436965465546,6995.0,0.22399350331620424,0.3710745687484741,0.5573636011135201,0.05124010268184874,0.5573636011135201,False,21.0,0.47327951922326433,0.20211887632784897,547_no2,500,8,4000,black-box +833,*gplearn,547_no2,13879.5,22870.639549613,11.0,0.32261060788661616,0.44412061649518675,0.38636454929644465,6.3529554304480556,0.38636454929644465,False,21.0,0.5679882110454548,0.2796075167060858,547_no2,500,8,4000,black-box +834,*AFP,556_analcatdata_apnea2,13879.5,2310.441895842552,41.5,953183.2418176129,473.4402014074939,0.9071240985048845,0.64178941551182,0.9071240985048845,False,21.0,976.311037435106,13.767563492195977,556_analcatdata_apnea2,475,4,1900,black-box +835,*AFP_FE,556_analcatdata_apnea2,13879.5,2376.126060128212,61.0,1142710.3345241502,635.5585622404666,0.8963676816720949,0.660035016702281,0.8963676816720949,False,21.0,1068.9763021340325,13.948914360158115,556_analcatdata_apnea2,475,4,1900,black-box +836,*AIFeynman,556_analcatdata_apnea2,13879.5,6618.124957442284,1.0,11405549.8109248,908.1092436977614,-0.07766142156756017,1.8383680437339676,0.0,False,21.0,3377.2103592943095,16.249610708099954,556_analcatdata_apnea2,475,4,1900,black-box 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+840,*EPLEX,556_analcatdata_apnea2,13879.5,4304.651558637619,58.0,1318444.8099648566,417.8599152959546,0.8823317274900238,1.1957365440660053,0.8823317274900238,False,21.0,1148.2355202504652,14.09196418416966,556_analcatdata_apnea2,475,4,1900,black-box +841,*FEAT,556_analcatdata_apnea2,13879.5,7928.88825237751,56.5,1354802.244568178,519.122573904999,0.8841132559530964,2.2024689589937525,0.8841132559530964,False,21.0,1163.9597263514652,14.119166794791633,556_analcatdata_apnea2,475,4,1900,black-box +842,*FFX,556_analcatdata_apnea2,13879.5,26.679954886436462,343.5,939734.2318574389,427.4800695858454,0.9243310918291683,0.007411098579565684,0.9243310918291683,False,21.0,969.3989023397122,13.753353446333472,556_analcatdata_apnea2,475,4,1900,black-box +843,*GP-GOMEA,556_analcatdata_apnea2,13879.5,5840.976839065552,23.0,1752857.0295364526,536.2530431613594,0.8449492360508704,1.6224935664070976,0.8449492360508704,False,21.0,1323.955070814887,14.37675817347967,556_analcatdata_apnea2,475,4,1900,black-box +844,*ITEA,556_analcatdata_apnea2,13879.5,3511.3315467834473,137.0,1045884.1004279002,471.944299368889,0.8992860410567249,0.9753698741065131,0.8992860410567249,False,21.0,1022.6847512444391,13.860374070946175,556_analcatdata_apnea2,475,4,1900,black-box +845,KernelRidge,556_analcatdata_apnea2,13879.5,1.0651026964187622,356.0,1234989.469401821,441.47229938084854,0.8736012235396019,0.0002958618601163228,0.8736012235396019,False,21.0,1111.30080059443,14.026573810930891,556_analcatdata_apnea2,475,4,1900,black-box +846,LGBM,556_analcatdata_apnea2,13879.5,23.477056741714478,2281.0,9026518.823609885,1255.5737377704354,0.1942960207160811,0.006521404650476244,0.1942960207160811,False,21.0,3004.4165529449947,16.015677449513298,556_analcatdata_apnea2,475,4,1900,black-box +847,Linear,556_analcatdata_apnea2,13879.5,0.17755615711212158,3.0,10613162.910596501,1381.5858298156727,-0.0010690768790064809,4.932115475336711e-05,0.0,False,21.0,3257.7849699752287,16.17760566694737,556_analcatdata_apnea2,475,4,1900,black-box +848,MLP,556_analcatdata_apnea2,13879.5,8.26397430896759,1002.0,10911455.098068923,1387.3978254773306,-0.010803203147557228,0.002295548419157664,0.0,False,21.0,3303.2491728703912,16.20532381343793,556_analcatdata_apnea2,475,4,1900,black-box +849,*MRGP,556_analcatdata_apnea2,13879.5,179444.61137735844,13547.0,6112044.976559412,737.4853283876514,0.5332481280055237,49.84572538259957,0.5332481280055237,False,21.0,2472.255038736783,15.625772132143036,556_analcatdata_apnea2,475,4,1900,black-box +850,*Operon,556_analcatdata_apnea2,13879.5,401.8383674621582,47.5,1317562.985792336,520.9202534972119,0.8568151016916503,0.1116217687394884,0.8568151016916503,False,21.0,1147.8514650390687,14.09129512428465,556_analcatdata_apnea2,475,4,1900,black-box +851,RandomForest,556_analcatdata_apnea2,13879.5,69.66731441020966,3190.0,3189305.5305771753,661.7506680672279,0.700987881397674,0.019352031780613795,0.700987881397674,False,21.0,1785.8626852524735,14.975314062594915,556_analcatdata_apnea2,475,4,1900,black-box +852,*SBP-GP,556_analcatdata_apnea2,13879.5,155083.54971277714,293.0,1017011.0816584709,480.40657675349905,0.9035401043586326,43.07876380910476,0.9035401043586326,False,21.0,1008.4696731476217,13.832379554663644,556_analcatdata_apnea2,475,4,1900,black-box 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+885,*GP-GOMEA,560_bodyfat,13879.5,15927.80927169323,29.0,0.9527532675908024,0.28530376558927056,0.9875124064598835,4.42439146435923,0.9875124064598835,False,21.0,0.976090809090426,0.6692403088346394,560_bodyfat,252,15,3780,black-box +886,*ITEA,560_bodyfat,13879.5,2539.3373651504517,102.0,0.5075555706457854,0.4577457039557735,0.9921299953623203,0.7053714903195699,0.9921299953623203,False,21.0,0.7124293443182877,0.4104895117230616,560_bodyfat,252,15,3780,black-box +887,KernelRidge,560_bodyfat,13879.5,0.9281989336013794,189.0,0.9849653315918305,0.5260410393741064,0.9851040930377555,0.0002578330371114943,0.9851040930377555,False,21.0,0.9924541962185612,0.685601448793603,560_bodyfat,252,15,3780,black-box +888,LGBM,560_bodyfat,13879.5,16.046990394592285,3664.5,1.848939495609558,0.8900508941145091,0.9668070974200426,0.0044574973318311905,0.9668070974200426,False,21.0,1.3597571458203697,1.0469468182279795,560_bodyfat,252,15,3780,black-box 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+2341,*BSR,665_sleuth_case2002,13879.5,7200.010558128357,18.0,71.00666513937547,5.901371074442331,0.2979850076991245,2.0000029328134326,0.2979850076991245,False,21.0,8.426545267152813,4.276758686111805,665_sleuth_case2002,147,7,1029,black-box +2342,*DSR,665_sleuth_case2002,13879.5,55065.450845479965,14.0,57.09090637375746,5.524545450833958,0.3985795103634362,15.29595856818888,0.3985795103634362,False,21.0,7.55585245844289,4.062009134805035,665_sleuth_case2002,147,7,1029,black-box +2343,*EPLEX,665_sleuth_case2002,13879.5,1958.1189056634903,62.0,71.78481140091874,6.121034487475986,0.24784201241389076,0.5439219182398585,0.24784201241389076,False,21.0,8.472591775892353,4.287507298832649,665_sleuth_case2002,147,7,1029,black-box +2344,*FEAT,665_sleuth_case2002,13879.5,6230.333672761917,27.0,61.1505896930802,5.658201921590401,0.32811830709310685,1.7306482424338658,0.32811830709310685,False,21.0,7.819884250619071,4.129560306135041,665_sleuth_case2002,147,7,1029,black-box +2345,*FFX,665_sleuth_case2002,13879.5,86.78703010082245,1098.5,194.6832827779664,9.08639066129801,-1.2101926006238073,0.02410750836133957,0.0,False,21.0,13.952895139646339,5.276497448055125,665_sleuth_case2002,147,7,1029,black-box +2346,*GP-GOMEA,665_sleuth_case2002,13879.5,7597.898326039314,30.0,73.15330856012093,6.099301583602838,0.2081418614289321,2.1105273127886983,0.2081418614289321,False,21.0,8.552970744724954,4.306134687414817,665_sleuth_case2002,147,7,1029,black-box +2347,*ITEA,665_sleuth_case2002,13879.5,1504.0242683887482,63.0,76.64050440495323,6.239759091590663,0.17002780852322247,0.4177845189968745,0.17002780852322247,False,21.0,8.754456259811526,4.352089254994714,665_sleuth_case2002,147,7,1029,black-box +2348,KernelRidge,665_sleuth_case2002,13879.5,0.9522322416305542,110.0,63.918975636632794,5.728358749941799,0.32595144676770743,0.0002645089560084873,0.32595144676770743,False,21.0,7.9949343735038125,4.173139963665354,665_sleuth_case2002,147,7,1029,black-box 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+2353,*Operon,665_sleuth_case2002,13879.5,241.94402039051056,46.5,68.17861444454823,5.791652532244051,0.25642775491435305,0.06720667233069738,0.25642775491435305,False,21.0,8.257034240243177,4.236691775042312,665_sleuth_case2002,147,7,1029,black-box +2354,RandomForest,665_sleuth_case2002,13879.5,76.42376625537872,4788.0,72.94319046382968,6.160308230861194,0.21240472554380047,0.021228823959827423,0.21240472554380047,False,21.0,8.540678571625891,4.303297101939625,665_sleuth_case2002,147,7,1029,black-box +2355,*SBP-GP,665_sleuth_case2002,13879.5,72175.15855741501,186.5,81.13968980374999,6.401818641254392,0.20352103010664546,20.0486551548375,0.20352103010664546,False,21.0,9.007757201642926,4.408421332087753,665_sleuth_case2002,147,7,1029,black-box +2356,XGB,665_sleuth_case2002,13879.5,158.2972719669342,1988.0,64.84042497754609,5.973001588035274,0.2922515668764478,0.043971464435259504,0.2922515668764478,False,21.0,8.052355244122436,4.187234011049473,665_sleuth_case2002,147,7,1029,black-box +2357,*gplearn,665_sleuth_case2002,13879.5,22485.770868897438,10.0,57.23704661624465,5.264722524061739,0.3876856457313637,6.246047463582622,0.3876856457313637,False,21.0,7.56551694309415,4.064521692029883,665_sleuth_case2002,147,7,1029,black-box +2358,*AFP,666_rmftsa_ladata,13879.5,1457.2253967523575,25.0,3.1193679107609538,1.334991597909366,0.6372370210308118,0.40478483243121044,0.6372370210308118,False,21.0,1.7661732391701992,1.415699731873211,666_rmftsa_ladata,508,11,5588,black-box +2359,*AFP_FE,666_rmftsa_ladata,13879.5,1566.764121055603,28.0,2.9963889077248096,1.2983812383798912,0.6750672496494066,0.43521225584877865,0.6750672496494066,False,21.0,1.7310080611380207,1.3853911803060668,666_rmftsa_ladata,508,11,5588,black-box +2360,*AIFeynman,666_rmftsa_ladata,13879.5,253696.74023413658,6182.0,75.97227398377089,4.234093097186392,-6.664749239519471,70.4713167317046,0.0,False,21.0,8.716207545932514,4.343445278877141,666_rmftsa_ladata,508,11,5588,black-box 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+2365,*FEAT,666_rmftsa_ladata,13879.5,4258.297049164772,25.5,3.1300112876268904,1.274368881270592,0.6447735355666744,1.1828602914346589,0.6447735355666744,False,21.0,1.7691837913645068,1.418280140050778,666_rmftsa_ladata,508,11,5588,black-box +2366,*FFX,666_rmftsa_ladata,13879.5,133.23109877109528,2333.0,114.02663420987348,3.4652768888951355,-11.099557488541206,0.037008638547526465,0.0,False,21.0,10.678325440342856,4.745163703372675,666_rmftsa_ladata,508,11,5588,black-box +2367,*GP-GOMEA,666_rmftsa_ladata,13879.5,26927.77799797058,27.0,2.660127370016929,1.2014287589058825,0.6757692945578736,7.479938332769606,0.6757692945578736,False,21.0,1.6309896903466095,1.2974979473588233,666_rmftsa_ladata,508,11,5588,black-box +2368,*ITEA,666_rmftsa_ladata,13879.5,3474.9779641628265,55.5,2.784809509076291,1.24026761004056,0.6898099947248361,0.9652716567118963,0.6898099947248361,False,21.0,1.668774852721688,1.3309955577698958,666_rmftsa_ladata,508,11,5588,black-box 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+2373,*MRGP,666_rmftsa_ladata,13879.5,299907.0852073431,8523.5,29.021473544592908,3.1315486813617057,-2.477704084651843,83.30752366870642,0.0,False,21.0,5.387158206753623,3.401912910430143,666_rmftsa_ladata,508,11,5588,black-box +2374,*Operon,666_rmftsa_ladata,13879.5,526.237609744072,50.0,2.860737907194027,1.2189938365005133,0.6600912760266147,0.14617711381779777,0.6600912760266147,False,21.0,1.6913716052937706,1.3508583328733759,666_rmftsa_ladata,508,11,5588,black-box +2375,RandomForest,666_rmftsa_ladata,13879.5,80.97016859054565,47967.0,3.6394391190401265,1.3347085250005948,0.6136414791812572,0.02249171349737379,0.6136414791812572,False,21.0,1.9077314064197104,1.534593479414432,666_rmftsa_ladata,508,11,5588,black-box +2376,*SBP-GP,666_rmftsa_ladata,13879.5,139110.73682284355,111.5,2.98177355980643,1.2966225908771425,0.6714802965389841,38.641871339678765,0.6714802965389841,False,21.0,1.726781271558859,1.3817273380799298,666_rmftsa_ladata,508,11,5588,black-box 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+Operon,feynman_II_38_3,0.0,Feynman,60.0,1.0,1.6833302809067458e-06,2.83351120344431e-12 +Operon,feynman_II_38_3,0.001,Feynman,0.0,1.0,0.1353293084354445,0.018148339836137676 +Operon,feynman_II_38_3,0.01,Feynman,0.0,0.0,1.2529011294579266,0.9438129919443083 +Operon,feynman_II_3_24,0.0,Feynman,80.0,1.0,9.749018314548806e-08,9.5479180117763e-15 +Operon,feynman_II_3_24,0.001,Feynman,0.0,1.0,0.0007307976970351586,5.340651313920947e-07 +Operon,feynman_II_3_24,0.01,Feynman,0.0,0.0,0.007349179848954101,5.400898594065187e-05 +Operon,feynman_II_4_23,0.0,Feynman,30.0,1.0,7.975681589218935e-07,6.361577931100123e-13 +Operon,feynman_II_4_23,0.001,Feynman,0.0,1.0,0.0004669176296011052,2.1801204907437375e-07 +Operon,feynman_II_4_23,0.01,Feynman,0.0,0.0,0.0047576571810622244,2.263504567784576e-05 +Operon,feynman_II_6_11,0.0,Feynman,0.0,1.0,2.7798544157102657e-06,7.727596340571082e-12 +Operon,feynman_II_6_11,0.001,Feynman,0.0,1.0,0.0002367575589602579,5.605414020164341e-08 +Operon,feynman_II_6_11,0.01,Feynman,0.0,0.0,0.0018250715380329042,3.33088057153522e-06 +Operon,feynman_II_6_15a,0.0,Feynman,0.0,1.0,0.00316085886969695,9.990978884069467e-06 +Operon,feynman_II_6_15a,0.001,Feynman,0.0,1.0,0.004282485617904948,1.8339514897593924e-05 +Operon,feynman_II_6_15a,0.01,Feynman,0.0,0.0,0.02936661349152325,0.0008620263364746669 +Operon,feynman_II_6_15b,0.0,Feynman,0.0,1.0,1.034173407489848e-05,1.0695155871470573e-10 +Operon,feynman_II_6_15b,0.001,Feynman,0.0,1.0,0.00020979910294886917,4.4015662589693975e-08 +Operon,feynman_II_6_15b,0.01,Feynman,0.0,0.0,0.002743199826016838,7.5251169718058375e-06 +Operon,feynman_II_8_31,0.0,Feynman,60.0,1.0,2.843761567350216e-06,8.087086555941864e-12 +Operon,feynman_II_8_31,0.001,Feynman,0.0,1.0,0.19743814988841935,0.03824121728779288 +Operon,feynman_II_8_31,0.01,Feynman,0.0,0.0,1.9610195568897388,1.57807060254383 +Operon,feynman_II_8_7,0.0,Feynman,20.0,1.0,9.297303364374553e-08,8.659739592076183e-15 +Operon,feynman_II_8_7,0.001,Feynman,0.0,1.0,0.0011600468260044557,1.3457077330576227e-06 +Operon,feynman_II_8_7,0.01,Feynman,0.0,0.0,0.010565064014944423,0.00011161434852676567 +Operon,feynman_I_10_7,0.0,Feynman,0.0,1.0,0.00018646350933175114,3.4768639806757714e-08 +Operon,feynman_I_10_7,0.001,Feynman,0.0,1.0,0.02781766599053836,0.0007735232948642267 +Operon,feynman_I_10_7,0.01,Feynman,0.0,0.0,0.34283648771899017,0.11112702889591693 +Operon,feynman_I_11_19,0.0,Feynman,10.0,1.0,3.3459557115483354e-06,1.1195488980257408e-11 +Operon,feynman_I_11_19,0.001,Feynman,0.0,1.0,0.2598677046667312,0.06534871527485409 +Operon,feynman_I_11_19,0.01,Feynman,0.0,0.0,2.526687006204322,1.9993354356964905 +Operon,feynman_I_12_1,0.0,Feynman,90.0,1.0,8.315069215103903e-07,6.914468997363085e-13 +Operon,feynman_I_12_1,0.001,Feynman,0.0,1.0,0.09575006721849931,0.009126303685866519 +Operon,feynman_I_12_1,0.01,Feynman,0.0,0.0,1.0210791776937924,0.7142248216999325 +Operon,feynman_I_12_11,0.0,Feynman,0.0,1.0,0.005463130867423586,2.9845353497556913e-05 +Operon,feynman_I_12_11,0.001,Feynman,0.0,1.0,0.23896900300049248,0.05553516011596814 +Operon,feynman_I_12_11,0.01,Feynman,0.0,0.0,2.4164931403157457,1.9227057249376531 +Operon,feynman_I_12_2,0.0,Feynman,20.0,1.0,9.567225032724948e-07,9.152678615005602e-13 +Operon,feynman_I_12_2,0.001,Feynman,0.0,1.0,0.0008868634807341891,7.865265241285363e-07 +Operon,feynman_I_12_2,0.01,Feynman,0.0,0.0,0.009523976060160332,9.070200644304468e-05 +Operon,feynman_I_12_4,0.0,Feynman,10.0,1.0,4.817681420905582e-07,2.320366121466308e-13 +Operon,feynman_I_12_4,0.001,Feynman,0.0,1.0,0.00029850602896373113,8.910584539579667e-08 +Operon,feynman_I_12_4,0.01,Feynman,0.0,0.0,0.003031259956365597,9.18849470876359e-06 +Operon,feynman_I_12_5,0.0,Feynman,80.0,1.0,9.260328832751404e-07,8.575362642201033e-13 +Operon,feynman_I_12_5,0.001,Feynman,0.0,1.0,0.09787803176158398,0.00953451084916219 +Operon,feynman_I_12_5,0.01,Feynman,0.0,0.0,1.0158944082392545,0.7090409274864402 +Operon,feynman_I_13_12,0.0,Feynman,10.0,1.0,3.542258327814889e-05,1.2547594067002162e-09 +Operon,feynman_I_13_12,0.001,Feynman,0.0,1.0,0.13358394697926607,0.01768732386417807 +Operon,feynman_I_13_12,0.01,Feynman,0.0,0.0,0.6966491204834723,0.39563023528352786 +Operon,feynman_I_13_4,0.0,Feynman,0.0,1.0,0.0032790398074009175,1.0752044255040545e-05 +Operon,feynman_I_13_4,0.001,Feynman,0.0,1.0,0.3841932072446856,0.13767665706341714 +Operon,feynman_I_13_4,0.01,Feynman,0.0,0.0,4.5195112670632716,3.0646043020849465 +Operon,feynman_I_14_3,0.0,Feynman,60.0,1.0,5.8272149142653286e-05,3.395643316314226e-09 +Operon,feynman_I_14_3,0.001,Feynman,0.0,1.0,0.32142002056847874,0.09831550440008613 +Operon,feynman_I_14_3,0.01,Feynman,0.0,0.0,3.091675237692834,2.356927034191319 +Operon,feynman_I_14_4,0.0,Feynman,80.0,1.0,2.160716618617176e-06,4.6687098631428095e-12 +Operon,feynman_I_14_4,0.001,Feynman,0.0,1.0,0.1857831556496012,0.03393308607082029 +Operon,feynman_I_14_4,0.01,Feynman,0.0,0.0,1.8220508363438737,1.463225135645538 +Operon,feynman_I_15_10,0.0,Feynman,0.0,1.0,0.0002741636911485705,7.516572681555952e-08 +Operon,feynman_I_15_10,0.001,Feynman,0.0,1.0,0.04257624957785328,0.001811096003214135 +Operon,feynman_I_15_10,0.01,Feynman,0.0,0.0,0.553111182724164,0.2669169471506813 +Operon,feynman_I_15_3t,0.0,Feynman,0.0,1.0,0.0011659668096186786,1.359477676936058e-06 +Operon,feynman_I_15_3t,0.001,Feynman,0.0,1.0,0.023340575925079276,0.0005446341444096264 +Operon,feynman_I_15_3t,0.01,Feynman,0.0,0.0,0.3385513011964627,0.10851083337959297 +Operon,feynman_I_15_3x,0.0,Feynman,0.0,1.0,0.0018441955287083645,3.401051364551797e-06 +Operon,feynman_I_15_3x,0.001,Feynman,0.0,1.0,0.04349799942389303,0.001890288232820832 +Operon,feynman_I_15_3x,0.01,Feynman,0.0,0.0,0.5905229666865563,0.29915404762889614 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+Operon,feynman_I_29_16,0.001,Feynman,0.0,0.0,0.15090891329316164,0.022518054939413563 +Operon,feynman_I_29_16,0.01,Feynman,0.0,0.0,0.3749359650389166,0.13153425531747032 +Operon,feynman_I_29_4,0.0,Feynman,60.0,1.0,1.4247500219552092e-06,2.029931778222576e-12 +Operon,feynman_I_29_4,0.001,Feynman,0.0,1.0,0.018702278450172024,0.0003497140621362696 +Operon,feynman_I_29_4,0.01,Feynman,0.0,0.0,0.21108168931036905,0.043591416508258304 +Operon,feynman_I_30_3,0.0,Feynman,0.0,0.0,1.0709066775211227,0.7639975114815583 +Operon,feynman_I_30_3,0.001,Feynman,0.0,0.0,0.3636378992679599,0.12419136662407848 +Operon,feynman_I_30_3,0.01,Feynman,0.0,0.0,0.9367309340380944,0.629922378932961 +Operon,feynman_I_32_17,0.0,Feynman,0.0,1.0,0.008977039391944715,8.05839892677196e-05 +Operon,feynman_I_32_17,0.001,Feynman,10.0,1.0,0.0511214602180682,0.002609994693497551 +Operon,feynman_I_32_17,0.01,Feynman,0.0,0.0,0.4001581805625775,0.14852911077909664 +Operon,feynman_I_32_5,0.0,Feynman,10.0,1.0,2.7214457097453452e-05,7.40626670828709e-10 +Operon,feynman_I_32_5,0.001,Feynman,0.0,1.0,0.005644067753957984,3.185499343550451e-05 +Operon,feynman_I_32_5,0.01,Feynman,0.0,0.0,0.06946819756095145,0.0048142234797670215 +Operon,feynman_I_34_1,0.0,Feynman,0.0,1.0,0.00025027304501248584,6.263659505854429e-08 +Operon,feynman_I_34_1,0.001,Feynman,0.0,1.0,0.03319109107317226,0.0011010421571858945 +Operon,feynman_I_34_1,0.01,Feynman,0.0,0.0,0.38125561425509036,0.13571536898692527 +Operon,feynman_I_34_14,0.0,Feynman,0.0,1.0,0.00024331618468656884,5.920276404836393e-08 +Operon,feynman_I_34_14,0.001,Feynman,0.0,1.0,0.03396493809864382,0.0011529521152448593 +Operon,feynman_I_34_14,0.01,Feynman,0.0,0.0,0.4002786122588205,0.14861219995097963 +Operon,feynman_I_34_27,0.0,Feynman,90.0,1.0,1.2194120588949396e-07,1.4876988529976987e-14 +Operon,feynman_I_34_27,0.001,Feynman,0.0,1.0,0.01488167526730922,0.00022143973917280378 +Operon,feynman_I_34_27,0.01,Feynman,0.0,0.0,0.16493239068875112,0.026839276125264624 +Operon,feynman_I_34_8,0.0,Feynman,50.0,1.0,4.091326962770676e-06,1.6739054586738313e-11 +Operon,feynman_I_34_8,0.001,Feynman,0.0,1.0,0.14709074079664458,0.021404956633644383 +Operon,feynman_I_34_8,0.01,Feynman,0.0,0.0,1.4391848750385838,1.1220856556919185 +Operon,feynman_I_37_4,0.0,Feynman,0.0,1.0,0.023255356118973614,0.000540665402337053 +Operon,feynman_I_37_4,0.001,Feynman,0.0,1.0,0.039330302115323096,0.0015456774893262103 +Operon,feynman_I_37_4,0.01,Feynman,0.0,0.0,0.3620803436385234,0.12319253368073951 +Operon,feynman_I_38_12,0.0,Feynman,30.0,1.0,3.736810687831849e-05,1.396375458730791e-09 +Operon,feynman_I_38_12,0.001,Feynman,0.0,1.0,0.012469542858197935,0.00015547741185327712 +Operon,feynman_I_38_12,0.01,Feynman,0.0,0.0,0.1333852861219848,0.01763521599344925 +Operon,feynman_I_39_1,0.0,Feynman,70.0,1.0,1.6368011720256928e-06,2.6791902030218387e-12 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+gplearn,strogatz_vdp2,0.0,Strogatz,100.0,1.0,0.0009776212117127378,9.55742776943711e-07 +gplearn,strogatz_vdp2,0.001,Strogatz,100.0,1.0,0.0005621508215999452,3.1601349628763636e-07 +gplearn,strogatz_vdp2,0.01,Strogatz,100.0,1.0,0.0019596970699260244,3.8404052315609905e-06 diff --git a/docs/csv/pareto.csv b/docs/csv/pareto.csv new file mode 100644 index 000000000..56bc5226b --- /dev/null +++ b/docs/csv/pareto.csv @@ -0,0 +1,22 @@ +algorithm,r2_test,model_size,training time (s),g1,g2,g3 +*AFP,0.6921610473234316,36.75,1792.5184407830238,1,3,3 +*AFP_FE,0.7057882073457993,38.5,1836.597915649414,1,3,3 +*AIFeynman,-0.4371315955403116,742.0,29243.511543035507,4,-1,2 +*BSR,0.10972249040448656,16.0,7200.007732868194,2,4,-1 +*DSR,0.5896790573481165,8.5,32660.359801054,0,4,-1 +*EPLEX,0.8675016943351014,58.0,4303.517795264721,1,1,3 +*FEAT,0.8949734411329614,75.25,6250.729626893997,1,1,3 +*FFX,0.6883241652832299,1469.75,144.32252329587936,3,3,1 +*GP-GOMEA,0.8158117427904616,25.5,6669.530170202255,0,2,4 +*ITEA,0.7131922185735916,111.25,3589.0923370718956,2,3,2 +*MRGP,0.5876104347974559,9219.5,200748.5651602745,4,-1,2 +*Operon,0.9336716232625342,50.0,635.8010771274567,0,0,2 +*SBP-GP,0.9083213804371386,720.75,170960.98274427652,1,1,3 +*gplearn,0.5819634945656065,15.0,23195.654639720917,1,4,-1 +AdaBoost,0.7572537049433617,14590.0,47.57727074623108,3,1,0 +KernelRidge,0.6859912609348985,375.0,1.1563287377357483,3,0,0 +LGBM,0.8213651539939107,5167.5,20.992564022541046,2,0,0 +Linear,0.3804255442607481,10.0,0.19809108972549438,1,0,0 +MLP,0.5758791970538125,2402.0,12.528129398822784,4,1,0 +RandomForest,0.7484165288382401,129511.0,83.63586246967316,4,2,0 +XGB,0.8539414531821224,9641.0,186.91869741678238,2,0,1 diff --git a/docs/datasets/index.md b/docs/datasets/index.md new file mode 100644 index 000000000..80d3cea4e --- /dev/null +++ b/docs/datasets/index.md @@ -0,0 +1,42 @@ + + + + + + + + +# Datasets + +
+(click on legend name to select the points, shift+click to select both groups.) + + +We analyze two types of problems: + +**Black-box Regression Problems**: problems for which the ground-truth model is not known/ not sought. +Includes a mix of real-world and synthetic datasets from [PMLB](https://epistasislab.github.io/pmlb'). +122 total. + +**Ground-truth Regression Problems**: problems for which the ground-truth model known. +Includes datasets from the [Feynman Symbolic Regression Database](https://space.mit.edu/home/tegmark/aifeynman.html) and dynamical systems from the [ODE-Strogatz Database](https://lacava.github.io/ode-strogatz/). +130 total. + +

diff --git a/docs/groundtruth/index.md b/docs/groundtruth/index.md new file mode 100644 index 000000000..8deff8179 --- /dev/null +++ b/docs/groundtruth/index.md @@ -0,0 +1,43 @@ + + + + + + + + +# Results for Ground-truth Problems + +## Symbolically-verfied Solutions + +How often a method finds a model symbolically equivalent to the ground-truth process + +
+ +## Accuracy Solutions + +How often a method finds a model with test set `R^2>0.999` + +
+ +

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Error", + "bind": {"input": "select", "options": [ + "Interquartile Range", + "Standard Error", + "Standard Deviation" + ]} + }, + { + "name": "lookup", + "value": { + "Interquartile Range": "iqr", + "Standard Deviation": "stdev", + "Standard Error": "stderr" + } + }, + { + "name": "measure", + "update": "lookup[errorMeasure]" + } + ], + + "data": [ + { + "name": "all", + "url": "https://folivetti.github.io/regression-benchmark/csv/groundtruth.csv", + "format": {"type": "csv", "parse": "auto"} + }, + { + "name": "summary", + "source": "all", + "transform": [ + { + "type": "filter", + "expr": "(datum.data_group == Group) && (datum.target_noise == Noise)" + }, + { + "type": "aggregate", + "groupby": ["algorithm"], + "fields": ["accuracy_solution", "accuracy_solution","accuracy_solution", "accuracy_solution", "accuracy_solution", "accuracy_solution", "accuracy_solution", "accuracy_solution"], + "ops": ["mean", "median", "stdev", "stderr", "ci0", "ci1", "q1", "q3"], + "as": ["mean", "median", "stdev", "stderr", "ci0", "ci1", "iqr0", "iqr1"] + }, + { + "type": "formula", "as": "stdev0", + "expr": "datum[midMeasure] - datum.stdev" + }, + { + "type": "formula", "as": "stdev1", + "expr": "datum[midMeasure] + datum.stdev" + }, + { + "type": "formula", "as": "stderr0", + "expr": "datum[midMeasure] - datum.stderr" + }, + { + "type": "formula", "as": "stderr1", + "expr": "datum[midMeasure] + datum.stderr" + }, + { + "type": "formula", "as": "order", + "expr": "datum[midMeasure]" + }, + { + "type": "formula", "as": "cl", + "expr": "min(0,datum[midMeasure])" + } + ] + } + ], + + "scales": [ + { + "name": "yscale", + "type": "band", + "range": "height", + "domain": { + "data": "summary", + "field": "algorithm", + "sort": {"op": "max", "field": "order", "order": "descending"} + } + }, + { + "name": "xscale", + "type": "linear", + "range": "width", "round": true, + "domain": [-0.25, 1.0], + "zero": false, "nice": false + }, + { + "name": "color", + "type": "linear", + 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+ "update": "datalook[datasets]" + + }, + { + "name": "agg", "value": "Median", + "bind": {"input": "select", "options": [ + "Mean", + "Median" + ]} + }, + { + "name": "midlook", + "value": { + "Mean": "mean", + "Median": "median" + } + }, + { + "name": "midMeasure", + "update": "midlook[agg]" + }, + { + "name": "errorMeasure", "value": "Standard Error", + "bind": {"input": "select", "options": [ + "Interquartile Range", + "Standard Error", + "Standard Deviation" + ]} + }, + { + "name": "lookup", + "value": { + "Interquartile Range": "iqr", + "Standard Deviation": "stdev", + "Standard Error": "stderr" + } + }, + { + "name": "measure", + "update": "lookup[errorMeasure]" + } + ], + + "data": [ + { + "name": "barley", + "url": "https://folivetti.github.io/regression-benchmark/csv/blackbox_results.csv", + "format": {"type": "csv", "parse": "auto"} + }, + { + "name": "summary", + "source": "barley", + "transform": [ + { + "type": "formula", "as": "flt", + "expr": "min(indexof(datum.dataset,'_fri_'),1)" + }, + { + "type": "filter", + "expr": "(exprData == 0 || datum.flt == exprData)" + }, + + { + "type": "aggregate", + "groupby": ["algorithm"], + "fields": ["training time (s)", "training time (s)","training time (s)", "training time (s)", "training time (s)", "training time (s)", "training time (s)", "training time (s)"], + "ops": ["mean", "median", "stdev", "stderr", "ci0", "ci1", "q1", "q3"], + "as": ["mean", "median", "stdev", "stderr", "ci0", "ci1", "iqr0", "iqr1"] + }, + { + "type": "formula", "as": "stdev0", + "expr": "datum[midMeasure] - datum.stdev" + }, + { + "type": "formula", "as": "stdev1", + "expr": "datum[midMeasure] + datum.stdev" + }, + { + "type": "formula", "as": "stderr0", + "expr": "datum[midMeasure] - datum.stderr" + }, + { + "type": "formula", "as": "stderr1", + "expr": "datum[midMeasure] + datum.stderr" + }, + { + "type": "formula", "as": "order", + "expr": "datum[midMeasure]" + }, + { + "type": "formula", "as": "cl", + "expr": "min(0,datum[midMeasure])" + } + ] + } + ], + + "scales": [ + { + "name": "yscale", + "type": "band", + "range": "height", + "domain": { + "data": "summary", + "field": "algorithm", + "sort": {"op": "max", "field": "order", "order": "ascending"} + } + }, + { + "name": "xscale", + "type": "log", + "range": "width", "round": true, + "domain": {"data": "summary", "field": "median"}, + "zero": false, "nice": true + }, + { + "name": "color", + "type": "linear", + "domain": {"data": "summary", "field": "order"}, + "range": {"scheme": "RedBlue"} + } + ], + + "axes": [ + {"orient": "bottom", "scale": "xscale", "zindex": 1, "title": "Training Time (s)"}, + {"orient": "left", "scale": "yscale", "grid":true, "tickCount": 5, "zindex": 1} + ], + + "marks": [ + { + "type": "rect", + "from": {"data": "summary"}, + "encode": { + "enter": { + "height": {"value": 2} + }, + "update": { + "fill": {"scale": "color", "field": "order"}, + "y": {"scale": "yscale", "field": "algorithm", "band": 0.5}, + "x": {"scale": "xscale", "signal": "datum[measure+'0']"}, + "x2": {"scale": "xscale", "signal": "datum[measure+'1']"}, + "tooltip": {"signal": "{'Algorithm': datum.algorithm, 'Time' : (round(10000*datum[midMeasure])/10000)}", "type": "quantitative"} + } + } + }, + { + "type": "symbol", + "from": {"data": "summary"}, + "encode": { + "enter": { + "size": {"value": 80} + }, + "update": { + "fill": {"scale": "color", "field": "order"}, + "x": {"scale": "xscale", "signal": "datum[midMeasure]"}, + "y": {"scale": "yscale", "field": "algorithm", "band": 0.5}, + "tooltip": {"signal": "{'Algorithm': datum.algorithm, 'Time' : (round(10000*datum[midMeasure])/10000)}", "type": "quantitative"} + } + } + } + ] +} + diff --git a/docs/postprocessing/index.md b/docs/postprocessing/index.md index c83ee9943..fe5df793e 100644 --- a/docs/postprocessing/index.md +++ b/docs/postprocessing/index.md @@ -1,3 +1,56 @@ + + + + + + + # Benchmarking Results This page summarizes the results of the postprocessing notebooks found in this folder. @@ -6,7 +59,8 @@ Results are summarized over datasets. ## Problems -problem_sizes +
+(click on legend name to select the points, shift+click to select both groups.) We analyze two types of problems: @@ -22,14 +76,42 @@ Includes datasets from the [Feynman Symbolic Regression Database](https://space. # Results for Black-box Regression -![bb_overall](https://github.com/EpistasisLab/srbench/blob/master/postprocessing/figs/black-box/pairgrid-pointplot_r2_test_model_size_training-time-(s).png?raw=true) +Select whether to analyze the results for every data set, Non-Friedman datasets, or Friedman datasets. You can also choose the aggregation function and the error measure. -## Accuracy-Complexity Trade-offs +### R2 score of the test set: + +
+ +

+ +### Size of the model: + +
+ +

+ +### Training time in seconds: + +
+ +

+ +## Accuracy-Complexity-Time Trade-offs Considering the accuracy and simplicity of models simultaneously, this figure illustrates the trade-offs made by each method. Methods lower and to the left produce models with better trade-offs between accuracy and simplicity. -![pareto_rankings](https://github.com/EpistasisLab/srbench/blob/master/postprocessing/figs/black-box/pareto_plot_r2_test_rank_model_size_rank.png?raw=true) +
+ +

+ +
+ +

+ +
+ +

# Results for Ground-truth Problems @@ -37,11 +119,11 @@ Methods lower and to the left produce models with better trade-offs between accu How often a method finds a model symbolically equivalent to the ground-truth process -![solution_rates](https://github.com/EpistasisLab/srbench/blob/master/postprocessing/figs/ground-truth/cat-pointplot-Symbolic-Solution-Rate-(pct)-by-Algorithm_Data-Group.png?raw=true) +
## Accuracy Solutions How often a method finds a model with test set $$R^2>0.999$$ -![accuracy_solution_rates](https://github.com/EpistasisLab/srbench/blob/master/postprocessing/figs/ground-truth/cat-pointplot-Accuracy-Solution-by-Algorithm_Data-Group.png?raw=true) +
diff --git a/docs/postprocessing/tradeoff.md b/docs/postprocessing/tradeoff.md new file mode 100644 index 000000000..bcd4c5505 --- /dev/null +++ b/docs/postprocessing/tradeoff.md @@ -0,0 +1,42 @@ + + + + + + +# Benchmarking Results + +This page summarizes the results of the postprocessing notebooks found in this folder. + +Results are summarized over datasets. + + +## Accuracy-Complexity-Time Trade-offs + +Considering the accuracy and simplicity of models simultaneously, this figure illustrates the trade-offs made by each method. +Methods lower and to the left produce models with better trade-offs between accuracy and simplicity. + +
+ +

+ +
+ +

+ +
+ +

+ + diff --git a/postprocessing/genCSVs.py b/postprocessing/genCSVs.py new file mode 100644 index 000000000..c451aff78 --- /dev/null +++ b/postprocessing/genCSVs.py @@ -0,0 +1,103 @@ +import numpy as np +import pandas as pd +from glob import glob + +# CSV with datasets information + +datadir = '../../../pmlb/datasets/' + +frames = [] +for f in glob(datadir+'/*/*.tsv.gz'): + df = pd.read_csv(f,sep='\t') + group = 'feynman' if 'feynman' in f else 'strogatz' if 'strogatz' in f else 'black-box' + frames.append(dict( + name=f.split('/')[-1][:-7], + nsamples = df.shape[0], + nfeatures = df.shape[1], + npoints = df.shape[0]*df.shape[1], + Group=group + )) + +df = pd.DataFrame.from_records(frames) +df.to_csv("../docs/csv/datasets_info.csv") + +# CSV for the blackbox results +symbolic_algs = [ + 'AFP', + 'AFP_FE', + 'BSR', + 'DSR', + 'FFX', + 'FEAT', + 'EPLEX', + 'GP-GOMEA', + 'gplearn', + 'ITEA', + 'MRGP', + 'Operon', + 'SBP-GP', + 'AIFeynman' +] +x_vars=[ 'rmse_test', + 'log_mse_test', + 'r2_test', + 'model_size', + 'training time (s)'] + +df_results = pd.read_feather('../results/black-box_results.feather') +df_blackbox = df_results.merge(df_results.groupby('dataset')['algorithm'].nunique().reset_index(), + on='dataset',suffixes=('','_count')) + +df_sum = df_blackbox.groupby(['algorithm','dataset'],as_index=False).median() +df_sum['rmse_test'] = df_sum['mse_test'].apply(np.sqrt) +df_sum['log_mse_test'] = df_sum['mse_test'].apply(lambda x: np.log(1+x)) + +df_sum['algorithm'] = df_sum['algorithm'].apply(lambda x: '*'+x if x in symbolic_algs else x) +(df_sum + .groupby(["algorithm","dataset"]) + .median()[x_vars] + .to_csv("../docs/csv/blackbox_results.csv") +) + +# Aggregate +df_sum.merge(df, left_on="dataset", right_on="name").to_csv("../docs/csv/blackbox_results_datasets.csv") + +# Ground Truth results +df_results = pd.read_feather('../results/ground-truth_results.feather') +df_results.loc[:,'symbolic_solution'] = df_results[['symbolic_error_is_zero', + 'symbolic_error_is_constant', + 'symbolic_fraction_is_constant'] + ].apply(any,raw=True, axis=1) +# clean up any corner cases (constant models, failures) +df_results.loc[:,'symbolic_solution'] = df_results['symbolic_solution'] & ~df_results['simplified_symbolic_model'].isna() +df_results.loc[:,'symbolic_solution'] = df_results['symbolic_solution'] & ~(df_results['simplified_symbolic_model'] == '0') +df_results.loc[:,'symbolic_solution'] = df_results['symbolic_solution'] & ~(df_results['simplified_symbolic_model'] == 'nan') +df_results2 = df_results.merge(df_results.groupby(['dataset','target_noise'])['algorithm'].nunique().reset_index(), + on=['dataset','target_noise'],suffixes=('','_count')) +# count repeat trials +df_results2 = df_results2.merge( + df_results2.groupby(['algorithm','dataset','target_noise'])['random_state'].nunique().reset_index(), + on=['algorithm','dataset','target_noise'],suffixes=('','_repeats')) + +# accuracy-based exact solutions +df_results2['accuracy_solution'] = df_results2['r2_test'].apply(lambda x: x > 0.999).astype(float) + +# get mean solution rates for algs on datasets at specific noise levels, averaged over trials +for soln in ['accuracy_solution','symbolic_solution']: + df_results2 = df_results2.merge( + df_results2.groupby(['algorithm','dataset','target_noise'])[soln].mean().reset_index(), + on=['algorithm','dataset', 'target_noise'],suffixes=('','_rate')) + +df_sum = df_results2.groupby(['algorithm','dataset','target_noise','data_group'],as_index=False).median() + +for soln in ['accuracy_solution','symbolic_solution']: + df_sum[soln +'_rate_(%)'] = df_sum[soln+'_rate'].apply(lambda x: x*100) +df_sum['rmse_test'] = df_sum['mse_test'].apply(np.sqrt) +df_sum['log_mse_test'] = df_sum['mse_test'].apply(lambda x: np.log(1+x)) + +columns = ['algorithm','dataset','target_noise','data_group' + ,'symbolic_solution_rate_(%)','accuracy_solution' + ,'rmse_test', 'log_mse_test' + ] +df_sum[columns].to_csv('../docs/csv/groundtruth.csv', index=False) + diff --git a/postprocessing/paretoCSVs.py b/postprocessing/paretoCSVs.py new file mode 100644 index 000000000..73fb7fbd5 --- /dev/null +++ b/postprocessing/paretoCSVs.py @@ -0,0 +1,59 @@ +import pandas as pd +import numpy as np +from glob import glob +from pareto_utils import front + +np.random.seed(42) + +def bootstrap(val, n = 1000, fn=np.mean): + val_samples = [] + for i in range(n): + sample = np.random.randint(0,len(val)-1, size=len(val)) + val_samples.append( fn(val[sample]) ) + m = np.mean(val_samples) + sd = np.std(val_samples) + ci_upper = np.quantile(val_samples,0.95) + ci_lower = np.quantile(val_samples,0.05) + return m, sd, ci_upper,ci_lower + +df = pd.read_csv("../docs/csv/blackbox_results.csv") +xcol = 'r2_test' +ycol = 'model_size' +zcol = 'training time (s)' + +# outline pareto front +pareto_data = df.groupby('algorithm').median() + +def create_front(df, xc, yc): + objs = df[[xc,yc]].values + levels = 5 + + PFs = [] + for el in range(levels): + PF = front(-objs[:,0],objs[:,1]) + objs[PF,:] = 1e10 + PFs.append(PF) + if np.all(objs[:,0]==1e10): + break + + front_alg = {} + for i, pf in enumerate(PFs): + print(f"FRONT {i}") + for ix in pf: + name = df.iloc[ix].name + if name not in front_alg: + front_alg[name] = i + print(f"{name}") + return front_alg + +df['g1']=-1 +for k,v in create_front(pareto_data.copy(), xcol, ycol).items(): + df.loc[df.algorithm == k,'g1'] = v +df['g2']=-1 +for k,v in create_front(pareto_data.copy(), xcol, zcol).items(): + df.loc[df.algorithm == k,'g2'] = v +df['g3']=-1 +for k,v in create_front(pareto_data.copy(), ycol, zcol).items(): + df.loc[df.algorithm == k,'g3'] = v + +df.groupby(by="algorithm").median().to_csv("../docs/csv/pareto.csv") From 7016c461b48378d6008e2471ffafb73ea209aefd Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Wed, 7 Jul 2021 14:39:55 -0300 Subject: [PATCH 2/6] url fix --- docs/plots/datasets.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/plots/datasets.json b/docs/plots/datasets.json index e1e5dc9d7..1f2bc8b6e 100644 --- a/docs/plots/datasets.json +++ b/docs/plots/datasets.json @@ -31,7 +31,7 @@ "data": [ { "name": "source", - "url": "https://folivetti.github.io/regression-benchmark/csv/datasets_info.csv", + "url": "/srbench/csv/datasets_info.csv", "format": {"type": "csv", "parse": "auto"} }, { From 88958b6173fa977f2d45bd5ca303b65081a2bed7 Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Wed, 7 Jul 2021 14:42:24 -0300 Subject: [PATCH 3/6] fix base url of plots --- docs/plots/accGT.json | 2 +- docs/plots/paretoR2Size.json | 2 +- docs/plots/paretoR2Time.json | 2 +- docs/plots/paretoTimeSize.json | 2 +- docs/plots/r2test.json | 2 +- docs/plots/size.json | 2 +- docs/plots/srGT.json | 2 +- docs/plots/time.json | 2 +- 8 files changed, 8 insertions(+), 8 deletions(-) diff --git a/docs/plots/accGT.json b/docs/plots/accGT.json index c5f97ce80..8ab82c896 100644 --- a/docs/plots/accGT.json +++ b/docs/plots/accGT.json @@ -72,7 +72,7 @@ "data": [ { "name": "all", - "url": "https://folivetti.github.io/regression-benchmark/csv/groundtruth.csv", + "url": "/srbench/csv/groundtruth.csv", "format": {"type": "csv", "parse": "auto"} }, { diff --git a/docs/plots/paretoR2Size.json b/docs/plots/paretoR2Size.json index aa215a765..21168d18f 100644 --- a/docs/plots/paretoR2Size.json +++ b/docs/plots/paretoR2Size.json @@ -3,7 +3,7 @@ "description": "A basic error bar visualization example.", "width": 600, "height": 400, - "data": {"url": "https://folivetti.github.io/regression-benchmark/csv/pareto.csv"}, + "data": {"url": "/srbench/csv/pareto.csv"}, "layer": [ { "encoding": { diff --git a/docs/plots/paretoR2Time.json b/docs/plots/paretoR2Time.json index 6da06488a..bd854d989 100644 --- a/docs/plots/paretoR2Time.json +++ b/docs/plots/paretoR2Time.json @@ -3,7 +3,7 @@ "description": "A basic error bar visualization example.", "width": 600, "height": 400, - "data": {"url": "https://folivetti.github.io/regression-benchmark/csv/pareto.csv"}, + "data": {"url": "/srbench/csv/pareto.csv"}, "layer": [ { "encoding": { diff --git a/docs/plots/paretoTimeSize.json b/docs/plots/paretoTimeSize.json index 2c568ff8b..e9b32a9f0 100644 --- a/docs/plots/paretoTimeSize.json +++ b/docs/plots/paretoTimeSize.json @@ -3,7 +3,7 @@ "description": "A basic error bar visualization example.", "width": 600, "height": 400, - "data": {"url": "https://folivetti.github.io/regression-benchmark/csv/pareto.csv"}, + "data": {"url": "/srbench/csv/pareto.csv"}, "layer": [ { "encoding": { diff --git a/docs/plots/r2test.json b/docs/plots/r2test.json index 37c6e6ee1..38b23b8a6 100644 --- a/docs/plots/r2test.json +++ b/docs/plots/r2test.json @@ -107,7 +107,7 @@ "data": [ { "name": "all", - "url": "https://folivetti.github.io/regression-benchmark/csv/blackbox_results.csv", + "url": "/srbench/csv/blackbox_results.csv", "format": {"type": "csv", "parse": "auto"} }, { diff --git a/docs/plots/size.json b/docs/plots/size.json index 2b43645fb..40aac4a5d 100644 --- a/docs/plots/size.json +++ b/docs/plots/size.json @@ -78,7 +78,7 @@ "data": [ { "name": "barley", - "url": "https://folivetti.github.io/regression-benchmark/csv/blackbox_results.csv", + "url": "/srbench/csv/blackbox_results.csv", "format": {"type": "csv", "parse": "auto"} }, { diff --git a/docs/plots/srGT.json b/docs/plots/srGT.json index d7a698f80..3edc4879a 100644 --- a/docs/plots/srGT.json +++ b/docs/plots/srGT.json @@ -72,7 +72,7 @@ "data": [ { "name": "all", - "url": "https://folivetti.github.io/regression-benchmark/csv/groundtruth.csv", + "url": "/srbench/csv/groundtruth.csv", "format": {"type": "csv", "parse": "auto"} }, { diff --git a/docs/plots/time.json b/docs/plots/time.json index 6379e49c5..790d5bd67 100644 --- a/docs/plots/time.json +++ b/docs/plots/time.json @@ -78,7 +78,7 @@ "data": [ { "name": "barley", - "url": "https://folivetti.github.io/regression-benchmark/csv/blackbox_results.csv", + "url": "/srbench/csv/blackbox_results.csv", "format": {"type": "csv", "parse": "auto"} }, { From 038dfbd7511bddba7074c4c74c7247fe2eafc6fd Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Thu, 8 Jul 2021 14:47:35 -0300 Subject: [PATCH 4/6] fixes --- docs/blackbox/index.md | 3 - docs/index.md | 2 + docs/postprocessing/index.md | 129 -------------------------------- docs/postprocessing/tradeoff.md | 42 ----------- 4 files changed, 2 insertions(+), 174 deletions(-) delete mode 100644 docs/postprocessing/index.md delete mode 100644 docs/postprocessing/tradeoff.md diff --git a/docs/blackbox/index.md b/docs/blackbox/index.md index eb271e394..596659c60 100644 --- a/docs/blackbox/index.md +++ b/docs/blackbox/index.md @@ -81,7 +81,4 @@ Methods lower and to the left produce models with better trade-offs between accu

-
- -

diff --git a/docs/index.md b/docs/index.md index bdda674cb..84ccdc523 100644 --- a/docs/index.md +++ b/docs/index.md @@ -141,3 +141,5 @@ GECCO 2018. [DOI](https://doi.org/10.1145/3205455.3205539), [Preprint](https://w William La Cava (@lacava), lacava at upenn dot edu Patryk Orzechowski (@athril), patryk dot orzechowski at gmail dot com + +{% include_relative ../README.md %} diff --git a/docs/postprocessing/index.md b/docs/postprocessing/index.md deleted file mode 100644 index fe5df793e..000000000 --- a/docs/postprocessing/index.md +++ /dev/null @@ -1,129 +0,0 @@ - - - - - - - -# Benchmarking Results - -This page summarizes the results of the postprocessing notebooks found in this folder. - -Results are summarized over datasets. - -## Problems - -
-(click on legend name to select the points, shift+click to select both groups.) - - -We analyze two types of problems: - -**Black-box Regression Problems**: problems for which the ground-truth model is not known/ not sought. -Includes a mix of real-world and synthetic datasets from [PMLB](https://epistasislab.github.io/pmlb'). -122 total. - -**Ground-truth Regression Problems**: problems for which the ground-truth model known. -Includes datasets from the [Feynman Symbolic Regression Database](https://space.mit.edu/home/tegmark/aifeynman.html) and dynamical systems from the [ODE-Strogatz Database](https://lacava.github.io/ode-strogatz/). -130 total. - - -# Results for Black-box Regression - -Select whether to analyze the results for every data set, Non-Friedman datasets, or Friedman datasets. You can also choose the aggregation function and the error measure. - -### R2 score of the test set: - -
- -

- -### Size of the model: - -
- -

- -### Training time in seconds: - -
- -

- -## Accuracy-Complexity-Time Trade-offs - -Considering the accuracy and simplicity of models simultaneously, this figure illustrates the trade-offs made by each method. -Methods lower and to the left produce models with better trade-offs between accuracy and simplicity. - -
- -

- -
- -

- -
- -

- -# Results for Ground-truth Problems - -## Symbolically-verfied Solutions - -How often a method finds a model symbolically equivalent to the ground-truth process - -
- -## Accuracy Solutions - -How often a method finds a model with test set $$R^2>0.999$$ - -
- diff --git a/docs/postprocessing/tradeoff.md b/docs/postprocessing/tradeoff.md deleted file mode 100644 index bcd4c5505..000000000 --- a/docs/postprocessing/tradeoff.md +++ /dev/null @@ -1,42 +0,0 @@ - - - - - - -# Benchmarking Results - -This page summarizes the results of the postprocessing notebooks found in this folder. - -Results are summarized over datasets. - - -## Accuracy-Complexity-Time Trade-offs - -Considering the accuracy and simplicity of models simultaneously, this figure illustrates the trade-offs made by each method. -Methods lower and to the left produce models with better trade-offs between accuracy and simplicity. - -
- -

- -
- -

- -
- -

- - From ca91bc7e0ff20b6295ee046463577a8a8978668d Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Thu, 8 Jul 2021 14:49:45 -0300 Subject: [PATCH 5/6] fixes --- docs/index.md | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/index.md b/docs/index.md index 84ccdc523..3e446c610 100644 --- a/docs/index.md +++ b/docs/index.md @@ -142,4 +142,3 @@ William La Cava (@lacava), lacava at upenn dot edu Patryk Orzechowski (@athril), patryk dot orzechowski at gmail dot com -{% include_relative ../README.md %} From 9f31d9fc593ecc9ad8e180b99189cee7c477f45d Mon Sep 17 00:00:00 2001 From: Fabricio Olivetti Date: Mon, 19 Jul 2021 14:22:52 -0300 Subject: [PATCH 6/6] npoints -> nsamples --- docs/plots/datasets.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/plots/datasets.json b/docs/plots/datasets.json index 1f2bc8b6e..f64103e27 100644 --- a/docs/plots/datasets.json +++ b/docs/plots/datasets.json @@ -51,7 +51,7 @@ "round": true, "nice": true, "zero": false, - "domain": {"data": "source", "field": "npoints"}, + "domain": {"data": "source", "field": "nsamples"}, "range": "width" }, { @@ -131,7 +131,7 @@ "interactive": false, "encode": { "update": { - "x": {"scale": "x", "field": "npoints"}, + "x": {"scale": "x", "field": "nsamples"}, "y": {"scale": "y", "field": "nfeatures"}, "shape": {"value": "circle"}, "strokeWidth": {"value": 2},