spb/wp3_uqo

1variant,state,n_test,r2,rmse,mdape,mean_error,r2_100_trees2Full model (62 features),AK,814,0.5746047585772462,0.4286196512252089,25.343823115833953,-0.004225454325496695,0.59157159452101033Full model (62 features),AL,16966,0.5944006649460243,0.4714157889787723,28.238976398862896,0.18177293748971923,0.58671095434402414Full model (62 features),AR,10866,0.6873920721416595,0.4174296255067833,20.312428373266822,0.12290616999440393,0.67021833138467145Full model (62 features),AZ,23980,0.7381629638058649,0.33453529643308755,22.189230174697762,0.11306193011308066,0.71774310736514556Full model (62 features),CA,48152,-0.016063061885600805,0.7472681137344636,40.59531456285658,-0.5365959493099736,0.240157304113754247Full model (62 features),CO,17566,0.6528663970387978,0.43634350910774394,22.462156064599675,-0.021227869353539926,0.63421911655675748Full model (62 features),CT,4232,0.5652614375058117,0.4835777576903013,27.14796906798782,-0.29169210265690354,0.58593809161309369Full model (62 features),DC,1414,0.6840110012207311,0.4397042471618366,23.19393842386962,-0.11079417339018015,0.724310027440880510Full model (62 features),DE,2011,0.5419573488760047,0.3753590383647824,19.6643695866062,-0.11597330287446662,0.447402185794129811Full model (62 features),FL,133620,0.4366274578256223,0.6101515528580451,31.363121717105734,-0.3556116042203605,0.511744804244438112Full model (62 features),GA,32035,0.7257837301939618,0.350986986242023,18.807173913043428,0.01374079257882649,0.688205928587950313Full model (62 features),HI,5023,0.09470739796281291,0.8005464945211728,43.763824452716996,-0.5032157261033277,0.2115182064734790814Full model (62 features),IA,8287,0.646513783421523,0.41200404783887257,22.563030063291123,-0.10880122411683751,0.656074741736849915Full model (62 features),ID,4537,0.7381217726455396,0.3401527348932036,17.96762516914756,0.005409679658417965,0.68461426291238116Full model (62 features),IL,19274,0.6084672718621854,0.5066708888191155,30.218076332824445,-0.044229592096814443,0.62338864551440417Full model (62 features),IN,14367,0.702459813115792,0.3523443280559334,17.67050250078157,0.04798331720925917,0.685058411835052618Full model (62 features),KS,6009,0.7539933799914825,0.3923996844652199,21.36784198113213,0.04415799365216071,0.721335412761246619Full model (62 features),KY,10766,0.6779457059753953,0.35252319809484683,18.625381500889855,-0.07599508770814788,0.670553483433054720Full model (62 features),LA,15000,0.24765949914668772,0.6264085382809157,42.74638882660804,0.42052882609756503,0.356548498336823221Full model (62 features),MA,5438,0.6872884126829264,0.4463125510909471,25.19259691995507,-0.1538070030311421,0.623123011708710122Full model (62 features),MD,9706,0.6924320158712413,0.43264915408104637,24.75147551225987,0.10645584911654328,0.740854445714793923Full model (62 features),ME,3345,0.5211979545180587,0.5301507341163035,29.793999630177414,0.03298084720422006,0.496002791942535824Full model (62 features),MI,19258,0.6928838565442093,0.46494683656466973,23.526614000690245,0.03203561487717813,0.665922126013950725Full model (62 features),MN,8723,0.6984856999431026,0.3921764481044607,21.52289470127059,-0.03556736679179414,0.675660702841653526Full model (62 features),MO,14833,0.7378484165663209,0.3797947527214099,19.21819242738596,0.06648944860567409,0.725756496881243327Full model (62 features),MS,6799,0.6204524374619638,0.4641493479973649,21.999697802197748,0.14467414077485116,0.544816750875407628Full model (62 features),MT,3974,0.6397131585329906,0.5078954938210364,25.169718813957875,-0.028314794546025545,0.603434024166636329Full model (62 features),NC,29315,0.5628504086120132,0.4288009369512746,22.9479732495653,-0.231648009777282,0.557640503118420530Full model (62 features),ND,1344,0.6820128727622001,0.4101302892175348,20.771731209508935,0.02937340488951278,0.658084704846874131Full model (62 features),NE,3969,0.7542092504046424,0.3145964977394474,16.195963782882604,0.02923242114940535,0.741486282361248732Full model (62 features),NH,2390,0.5980529381365415,0.40220629176201633,21.597461942293155,-0.11728945854172564,0.60928841843162533Full model (62 features),NJ,7374,0.5208232572270743,0.4783139051446783,26.21143860393521,-0.24995039481746037,0.62582319144792434Full model (62 features),NM,4726,0.531200487210167,0.4841428178355738,35.7894755443145,0.29443271273297494,0.498046851583897435Full model (62 features),NV,10786,0.7508504854520738,0.3409691425098015,18.00929503367002,-0.1191460949719757,0.774163495470062636Full model (62 features),NY,25095,0.5953321031769042,0.6467496046617528,40.627834821428586,-0.17663168423410952,0.518810913155288637Full model (62 features),OH,19486,0.7122167471144297,0.3611014348296546,20.168101671007012,-0.06287510125212863,0.706071589572284738Full model (62 features),OK,12319,0.6085852423310201,0.4535550276202754,28.399355158730177,0.2531985206638391,0.645221158923235139Full model (62 features),OR,9524,0.6770635203155819,0.33688736409099734,19.25065441176465,-0.06250933588498415,0.663717187965477640Full model (62 features),PA,15289,0.3525297392448835,0.6498108763241526,53.43677470988406,0.45638000534098955,0.496443813822680941Full model (62 features),RI,1056,0.7010029765054404,0.3900590062943192,19.239108343740124,-0.15634317609369344,0.664825761979426942Full model (62 features),SC,20396,0.646023353314864,0.41324091545782404,21.426010376516025,0.012209125023676711,0.610805208558950243Full model (62 features),SD,2070,0.6803885167501671,0.391858775919995,19.02180750392819,0.019302278082992987,0.646369471544931544Full model (62 features),TN,24658,0.6754039247852831,0.40051775423952224,21.829533588386273,-0.14020291572100568,0.66249694881437545Full model (62 features),TX,101804,0.6785228516473867,0.38640533064240296,22.526234264120294,0.08950963482230624,0.612581413692120346Full model (62 features),UT,6656,0.769871309189686,0.31881980257271997,16.76199943089664,0.003077302490892765,0.730154351685681447Full model (62 features),VA,15831,0.7643899288471412,0.3802453790260414,21.404363503344427,-0.09518914392054724,0.724371571964845348Full model (62 features),VT,1754,0.4425878556237327,0.536305828763968,31.91422575369738,-0.3110103253331242,0.3501194673509240349Full model (62 features),WA,11968,0.41691817019364186,0.46747398606243484,25.555702279091008,-0.2818715675409285,0.494381117859465650Full model (62 features),WI,9148,0.7047422257558216,0.3497138897972175,19.140733771696183,0.002451056667331543,0.638913737603800851Full model (62 features),WV,3229,0.2768254389792564,0.7125165477414369,46.57767241379316,0.4806866837616854,0.2946869653457715552Full model (62 features),WY,1660,0.5639636526668574,0.5366579241078415,39.90399419584594,0.20664125218973595,0.523504101758888453Without school variables (59),AK,814,0.4840673469847434,0.47203290317689917,29.526997085032857,0.21253385832529165,0.484547976313024654Without school variables (59),AL,16966,0.5709640591252836,0.4848443560895162,25.9723280162128,0.19277710796967412,0.527579947754859255Without school variables (59),AR,10866,0.6320197454704687,0.4528929206810322,23.145251987919135,0.17511415705672018,0.612436541991628456Without school variables (59),AZ,23980,0.7518826672674638,0.32565290760089166,20.772529721467414,0.09460045719852571,0.72464804937164357Without school variables (59),CA,48152,-0.19892866622776717,0.8117322328953186,44.11828181990883,-0.6085018056254836,0.154287623919679158Without school variables (59),CO,17566,0.6387660066947529,0.4451173246459928,23.835724796342067,0.06747536998922006,0.631397874025281559Without school variables (59),CT,4232,0.5840808575094046,0.47299515170243855,26.668662336892705,-0.26633132076734684,0.598679879898568760Without school variables (59),DC,1414,0.6105591166288142,0.488141183726053,27.65966613228972,-0.21291586106750152,0.584518017002527761Without school variables (59),DE,2011,0.5496814182989089,0.37218070301278455,18.791861072423423,-0.08361776528919343,0.496152510685686162Without school variables (59),FL,133620,0.419782218651764,0.6192063476100059,32.4232714341525,-0.3690294395601595,0.500150637619484163Without school variables (59),GA,32035,0.7024314530138229,0.36562671198624747,20.460446428571377,0.04667280936024598,0.693059717142443164Without school variables (59),HI,5023,0.11157938584134819,0.7930514946353344,40.849197080291965,-0.4856599850147764,0.2192186502670726665Without school variables (59),IA,8287,0.6673052355364265,0.39970375119774365,21.028855647709342,0.005522829793313078,0.647420633442540366Without school variables (59),ID,4537,0.7449657436094181,0.3356785035267395,18.156250000000075,-3.480455368260671e-05,0.69835895917628367Without school variables (59),IL,19274,0.5700178292675844,0.5309665241295825,32.90252139945653,-0.10970856289670142,0.624039305433205868Without school variables (59),IN,14367,0.691057944631754,0.3590318565197348,18.096603448275793,0.07091592813956173,0.667063657448487269Without school variables (59),KS,6009,0.7443753843412027,0.3999968660167154,22.09510156250002,0.08555913939169146,0.685818873929718770Without school variables (59),KY,10766,0.669905749379623,0.35689637300202454,17.748336522307067,0.045160726328576296,0.649703957155576371Without school variables (59),LA,15000,0.5557691771368771,0.48134314602297595,25.40071213556377,0.21571982423853586,0.4916683763399446572Without school variables (59),MA,5438,0.4843715439068247,0.5731067869100649,32.225978875336075,-0.3601078514445064,0.422288034724018373Without school variables (59),MD,9706,0.7131185249059251,0.41784628806377944,24.678555901815987,-0.07838163790593995,0.702713307421818474Without school variables (59),ME,3345,0.5605281360607621,0.5079101671305085,28.27284506273865,0.04741117154768614,0.532973505233755275Without school variables (59),MI,19258,0.6959276025406762,0.4626371176616514,24.23814358082773,-0.010371484337265365,0.645915389355922476Without school variables (59),MN,8723,0.6928549330263483,0.39582144862957014,21.630999999999933,-0.034997213536491115,0.677321084366735977Without school variables (59),MO,14833,0.7305327439814819,0.3850576158979846,19.70131009615379,0.0841300162239655,0.705441993318290978Without school variables (59),MS,6799,0.5024714889401678,0.5314147786378384,26.864186584425653,0.2660045456385748,0.4329691705385897479Without school variables (59),MT,3974,0.621806587213119,0.5203638752580348,25.713286628096512,-0.06484857790049439,0.603570875907013380Without school variables (59),NC,29315,0.596146609248545,0.4121473900909903,21.423913043478205,-0.20166714745566747,0.588426660849623481Without school variables (59),ND,1344,0.7114734911835873,0.39066988534063907,19.08299147313926,0.004093484873496507,0.695457104990236782Without school variables (59),NE,3969,0.7554701091682987,0.3137885508166579,16.191853739369698,-0.024602003838987356,0.745729527239054183Without school variables (59),NH,2390,0.4208802424829493,0.4827792788988318,28.23021856557204,-0.2725416570363535,0.4082921614772657784Without school variables (59),NJ,7374,0.3830781820946453,0.5427254729916838,30.508638671903114,-0.3464602104701406,0.448108675346463985Without school variables (59),NM,4726,0.5529724562668495,0.47276689649592274,34.08883328919487,0.2682308670545817,0.52599901125490286Without school variables (59),NV,10786,0.8076416996085256,0.29959911097747255,15.061805624773438,-0.017814425182401998,0.779727947286814587Without school variables (59),NY,25095,0.5481639201164057,0.6834035797582256,42.312072843845606,-0.1792309032331023,0.552938444939640688Without school variables (59),OH,19486,0.723891467753121,0.3537010663494579,19.051110996311444,0.014561874998119832,0.698831205900144989Without school variables (59),OK,12319,0.6853420145414892,0.40665935392971164,19.2988055715935,0.1403666831245316,0.649043606234895990Without school variables (59),OR,9524,0.6876535618550176,0.33131755470952096,18.647515933793656,-0.03781396699843946,0.688759554744898191Without school variables (59),PA,15289,0.08658667035272438,0.771810594878574,70.95453850855758,0.5931170208645065,0.0465322097009034492Without school variables (59),RI,1056,0.6335657415435908,0.43181220406847365,21.517562770868714,-0.20768458512668847,0.614779553487802793Without school variables (59),SC,20396,0.588116433737935,0.4457622037352301,21.80591801516473,-0.036014347501588294,0.59354930965265194Without school variables (59),SD,2070,0.6102576391299468,0.43272022673792515,23.64045674586132,-0.19063028507217666,0.62047204257961895Without school variables (59),TN,24658,0.6370715871040644,0.42350703111959953,22.591436227756983,-0.153307095295782,0.645286576660631896Without school variables (59),TX,101804,0.6568534774306602,0.39921592429566816,23.45677397329162,0.08582316071911943,0.651852110286772697Without school variables (59),UT,6656,0.7658057284121602,0.3216236965185932,16.49936545483014,-0.03626008008933252,0.741915513944182498Without school variables (59),VA,15831,0.7557005758336758,0.3871936635031496,22.678225166328648,-0.11871829761873717,0.757659144914822799Without school variables (59),VT,1754,0.5687549420457267,0.4717222587139241,26.89898182471265,-0.15754062089325854,0.6224406149906077100Without school variables (59),WA,11968,0.528267108524769,0.42047557535624536,22.31129949299484,-0.19034058240675786,0.5259021254494121101Without school variables (59),WI,9148,0.5703260732946255,0.42187298068296103,24.204394075018627,-0.22992626575022077,0.6170118213417879102Without school variables (59),WV,3229,0.4684149501477103,0.6108854255882841,32.80154125644623,0.3505847893227726,0.4578701182029671103Without school variables (59),WY,1660,0.6573423375657981,0.47573644602319337,25.59547246910443,0.07178926910787235,0.5895350289133441104