arm,committee,aggregation,stratum,level,n,metric,value,suppressed,label A_hedonic,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.16165518055544326,False,A_hedonic A_hedonic,none,model,region_group,other,40254,mean_abs_log_error,0.22252339216772016,False,A_hedonic A_hedonic,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.16357837847387993,False,A_hedonic A_hedonic,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.19317516358632617,False,A_hedonic A_hedonic_spatial,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.17920808760910953,False,A_hedonic_spatial A_hedonic_spatial,none,model,region_group,other,3662,mean_abs_log_error,0.2499009364713659,False,A_hedonic_spatial B_hierarchical,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.15155858025662391,False,B_hierarchical B_hierarchical,none,model,region_group,other,40254,mean_abs_log_error,0.21214574427027627,False,B_hierarchical B_hierarchical,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.15843354273089633,False,B_hierarchical B_hierarchical,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.17555848207784802,False,B_hierarchical C_catboost,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.16189336853018613,False,C_catboost C_catboost,none,model,region_group,other,40254,mean_abs_log_error,0.1985234572041179,False,C_catboost C_catboost,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.1519272594465696,False,C_catboost C_catboost,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.20770984160898956,False,C_catboost C_gbm,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.17336015225036036,False,C_gbm C_gbm,none,model,region_group,other,40254,mean_abs_log_error,0.20819048155254305,False,C_gbm C_gbm,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.1509813327487808,False,C_gbm C_gbm,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.18787974861975423,False,C_gbm C_gbm_spatial,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.16349845005668917,False,C_gbm_spatial C_gbm_spatial,none,model,region_group,other,3662,mean_abs_log_error,0.19504589942343664,False,C_gbm_spatial C_xgboost,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.1961445818547577,False,C_xgboost C_xgboost,none,model,region_group,other,40254,mean_abs_log_error,0.20593016917572754,False,C_xgboost C_xgboost,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.1550223332785049,False,C_xgboost C_xgboost,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.17480944538521173,False,C_xgboost D_avm,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.14111156218730647,False,D_avm D_avm,none,model,region_group,other,40254,mean_abs_log_error,0.1994966008266701,False,D_avm D_avm,none,model,region_group,Montréal CMA,42778,mean_abs_log_error,0.14949206777692894,False,D_avm D_avm,none,model,region_group,Québec CMA,8577,mean_abs_log_error,0.16843848094753305,False,D_avm D_avm_spatial,none,model,region_group,Outaouais,5326,mean_abs_log_error,0.14494380875159482,False,D_avm_spatial D_avm_spatial,none,model,region_group,other,3662,mean_abs_log_error,0.1835617052940927,False,D_avm_spatial E_single_llm,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,region_group,other,36,mean_abs_log_error,0.2055399853182781,False,E_single_llm E_single_llm,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.11225532075019941,False,E_single_llm E_single_llm,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,E_single_llm E_single_llm_small,mixed_random,median,region_group,Outaouais,14,mean_abs_log_error,,True,E_single_llm_small E_single_llm_small,mixed_random,median,region_group,other,128,mean_abs_log_error,0.21903069140104686,False,E_single_llm_small E_single_llm_small,mixed_random,median,region_group,Montréal CMA,134,mean_abs_log_error,0.1401720370375085,False,E_single_llm_small E_single_llm_small,mixed_random,median,region_group,Québec CMA,24,mean_abs_log_error,,True,E_single_llm_small F_independent,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,region_group,other,36,mean_abs_log_error,0.18985874117274473,False,F_independent F_independent,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.11821961421736077,False,F_independent F_independent,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,F_independent F_independent_small,mixed_random,median,region_group,Outaouais,14,mean_abs_log_error,,True,F_independent_small F_independent_small,mixed_random,median,region_group,other,128,mean_abs_log_error,0.2124854225152782,False,F_independent_small F_independent_small,mixed_random,median,region_group,Montréal CMA,134,mean_abs_log_error,0.13691149635401265,False,F_independent_small F_independent_small,mixed_random,median,region_group,Québec CMA,24,mean_abs_log_error,,True,F_independent_small G_debate_r2,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,region_group,other,36,mean_abs_log_error,0.19246969035840303,False,G_debate_r2 G_debate_r2,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.11240316780521953,False,G_debate_r2 G_debate_r2,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,G_debate_r2 G_debate_r2_small,mixed_random,median,region_group,Outaouais,14,mean_abs_log_error,,True,G_debate_r2_small G_debate_r2_small,mixed_random,median,region_group,other,128,mean_abs_log_error,0.22286813289231805,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,region_group,Montréal CMA,134,mean_abs_log_error,0.13697333285103847,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,region_group,Québec CMA,24,mean_abs_log_error,,True,G_debate_r2_small H_debate_skeptic,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,other,36,mean_abs_log_error,0.1908378289929515,False,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.1139270735024306,False,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,region_group,other,36,mean_abs_log_error,0.18907958728742744,False,I_placebo I_placebo,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.11705340253794189,False,I_placebo I_placebo,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,region_group,Outaouais,2,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,region_group,other,36,mean_abs_log_error,0.2008486917867921,False,J_cost_matched J_cost_matched,mixed_random,median,region_group,Montréal CMA,36,mean_abs_log_error,0.11429828330609126,False,J_cost_matched J_cost_matched,mixed_random,median,region_group,Québec CMA,6,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,urban_class,metro,40948,mean_abs_log_error,0.17278679709047576,False,A_hedonic A_hedonic,none,model,urban_class,suburban,33826,mean_abs_log_error,0.1771887314465473,False,A_hedonic A_hedonic,none,model,urban_class,rural,22161,mean_abs_log_error,0.24385143157896955,False,A_hedonic A_hedonic_spatial,none,model,urban_class,metro,3839,mean_abs_log_error,0.16556469613960006,False,A_hedonic_spatial A_hedonic_spatial,none,model,urban_class,suburban,2291,mean_abs_log_error,0.24268592236415787,False,A_hedonic_spatial A_hedonic_spatial,none,model,urban_class,rural,2858,mean_abs_log_error,0.23722994658784083,False,A_hedonic_spatial B_hierarchical,none,model,urban_class,metro,40948,mean_abs_log_error,0.16300934595090288,False,B_hierarchical B_hierarchical,none,model,urban_class,suburban,33826,mean_abs_log_error,0.1714351425628779,False,B_hierarchical B_hierarchical,none,model,urban_class,rural,22161,mean_abs_log_error,0.2326735774422177,False,B_hierarchical C_catboost,none,model,urban_class,metro,40948,mean_abs_log_error,0.16403043452239527,False,C_catboost C_catboost,none,model,urban_class,suburban,33826,mean_abs_log_error,0.1654040780937545,False,C_catboost C_catboost,none,model,urban_class,rural,22161,mean_abs_log_error,0.2176166402576424,False,C_catboost C_gbm,none,model,urban_class,metro,40948,mean_abs_log_error,0.16477521526017266,False,C_gbm C_gbm,none,model,urban_class,suburban,33826,mean_abs_log_error,0.16647960172031387,False,C_gbm C_gbm,none,model,urban_class,rural,22161,mean_abs_log_error,0.22541335450907354,False,C_gbm C_gbm_spatial,none,model,urban_class,metro,3839,mean_abs_log_error,0.14824859138453086,False,C_gbm_spatial C_gbm_spatial,none,model,urban_class,suburban,2291,mean_abs_log_error,0.16873937465004607,False,C_gbm_spatial C_gbm_spatial,none,model,urban_class,rural,2858,mean_abs_log_error,0.220203841512275,False,C_gbm_spatial C_xgboost,none,model,urban_class,metro,40948,mean_abs_log_error,0.16475554083423988,False,C_xgboost C_xgboost,none,model,urban_class,suburban,33826,mean_abs_log_error,0.16798404936935693,False,C_xgboost C_xgboost,none,model,urban_class,rural,22161,mean_abs_log_error,0.22726531830543278,False,C_xgboost D_avm,none,model,urban_class,metro,40948,mean_abs_log_error,0.15404749104683937,False,D_avm D_avm,none,model,urban_class,suburban,33826,mean_abs_log_error,0.16171552894111557,False,D_avm D_avm,none,model,urban_class,rural,22161,mean_abs_log_error,0.21856589192665832,False,D_avm D_avm_spatial,none,model,urban_class,metro,3839,mean_abs_log_error,0.12438011370465511,False,D_avm_spatial D_avm_spatial,none,model,urban_class,suburban,2291,mean_abs_log_error,0.15496872368971962,False,D_avm_spatial D_avm_spatial,none,model,urban_class,rural,2858,mean_abs_log_error,0.21401157722625713,False,D_avm_spatial E_single_llm,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.15682026937519752,False,E_single_llm E_single_llm,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,E_single_llm E_single_llm_small,mixed_random,median,urban_class,metro,127,mean_abs_log_error,0.15136150054594474,False,E_single_llm_small E_single_llm_small,mixed_random,median,urban_class,suburban,93,mean_abs_log_error,0.1468623352712379,False,E_single_llm_small E_single_llm_small,mixed_random,median,urban_class,rural,80,mean_abs_log_error,0.27161184488381435,False,E_single_llm_small F_independent,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.16180808317970335,False,F_independent F_independent,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,F_independent F_independent_small,mixed_random,median,urban_class,metro,127,mean_abs_log_error,0.14888627291388842,False,F_independent_small F_independent_small,mixed_random,median,urban_class,suburban,93,mean_abs_log_error,0.1369115722449465,False,F_independent_small F_independent_small,mixed_random,median,urban_class,rural,80,mean_abs_log_error,0.26463319923848366,False,F_independent_small G_debate_r2,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.15765092485277224,False,G_debate_r2 G_debate_r2,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,G_debate_r2 G_debate_r2_small,mixed_random,median,urban_class,metro,127,mean_abs_log_error,0.1506284186687494,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,urban_class,suburban,93,mean_abs_log_error,0.14620506976342457,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,urban_class,rural,80,mean_abs_log_error,0.266711876220822,False,G_debate_r2_small H_debate_skeptic,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.15799393562614195,False,H_debate_skeptic H_debate_skeptic,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.15986723859908664,False,I_placebo I_placebo,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,urban_class,metro,37,mean_abs_log_error,0.15641571559173678,False,J_cost_matched J_cost_matched,mixed_random,median,urban_class,suburban,23,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,urban_class,rural,20,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,property_class,house,65306,mean_abs_log_error,0.19645866521741526,False,A_hedonic A_hedonic,none,model,property_class,condo,18763,mean_abs_log_error,0.14325224352510343,False,A_hedonic A_hedonic,none,model,property_class,plex,12866,mean_abs_log_error,0.22968132569899097,False,A_hedonic A_hedonic_spatial,none,model,property_class,house,7064,mean_abs_log_error,0.20953618445277192,False,A_hedonic_spatial A_hedonic_spatial,none,model,property_class,condo,800,mean_abs_log_error,0.11440909205949173,False,A_hedonic_spatial A_hedonic_spatial,none,model,property_class,plex,1124,mean_abs_log_error,0.2650432592013214,False,A_hedonic_spatial B_hierarchical,none,model,property_class,house,65306,mean_abs_log_error,0.188665956208173,False,B_hierarchical B_hierarchical,none,model,property_class,condo,18763,mean_abs_log_error,0.13111939873852213,False,B_hierarchical B_hierarchical,none,model,property_class,plex,12866,mean_abs_log_error,0.2214315844368591,False,B_hierarchical C_catboost,none,model,property_class,house,65306,mean_abs_log_error,0.185058177861223,False,C_catboost C_catboost,none,model,property_class,condo,18763,mean_abs_log_error,0.1270772136632969,False,C_catboost C_catboost,none,model,property_class,plex,12866,mean_abs_log_error,0.20709776308118477,False,C_catboost C_gbm,none,model,property_class,house,65306,mean_abs_log_error,0.18621445321251243,False,C_gbm C_gbm,none,model,property_class,condo,18763,mean_abs_log_error,0.1293949819587838,False,C_gbm C_gbm,none,model,property_class,plex,12866,mean_abs_log_error,0.2164760410035338,False,C_gbm C_gbm_spatial,none,model,property_class,house,7064,mean_abs_log_error,0.17809519494702467,False,C_gbm_spatial C_gbm_spatial,none,model,property_class,condo,800,mean_abs_log_error,0.15751895813210925,False,C_gbm_spatial C_gbm_spatial,none,model,property_class,plex,1124,mean_abs_log_error,0.1788000045187563,False,C_gbm_spatial C_xgboost,none,model,property_class,house,65306,mean_abs_log_error,0.18806580480721263,False,C_xgboost C_xgboost,none,model,property_class,condo,18763,mean_abs_log_error,0.13319786990960802,False,C_xgboost C_xgboost,none,model,property_class,plex,12866,mean_abs_log_error,0.20861557416144977,False,C_xgboost D_avm,none,model,property_class,house,65306,mean_abs_log_error,0.17908891434371393,False,D_avm D_avm,none,model,property_class,condo,18763,mean_abs_log_error,0.11523494453687194,False,D_avm D_avm,none,model,property_class,plex,12866,mean_abs_log_error,0.21483219119065108,False,D_avm D_avm_spatial,none,model,property_class,house,7064,mean_abs_log_error,0.16165036820765202,False,D_avm_spatial D_avm_spatial,none,model,property_class,condo,800,mean_abs_log_error,0.12816323611953861,False,D_avm_spatial D_avm_spatial,none,model,property_class,plex,1124,mean_abs_log_error,0.177708986017328,False,D_avm_spatial E_single_llm,mixed_random,median,property_class,house,57,mean_abs_log_error,0.16454823170066055,False,E_single_llm E_single_llm,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,E_single_llm E_single_llm_small,mixed_random,median,property_class,house,199,mean_abs_log_error,0.20391837751422162,False,E_single_llm_small E_single_llm_small,mixed_random,median,property_class,condo,60,mean_abs_log_error,0.08643779934179543,False,E_single_llm_small E_single_llm_small,mixed_random,median,property_class,plex,41,mean_abs_log_error,0.21570805498603476,False,E_single_llm_small F_independent,mixed_random,median,property_class,house,57,mean_abs_log_error,0.1557467836092142,False,F_independent F_independent,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,F_independent F_independent_small,mixed_random,median,property_class,house,199,mean_abs_log_error,0.1969938719816305,False,F_independent_small F_independent_small,mixed_random,median,property_class,condo,60,mean_abs_log_error,0.08529357024188779,False,F_independent_small F_independent_small,mixed_random,median,property_class,plex,41,mean_abs_log_error,0.20713644095280045,False,F_independent_small G_debate_r2,mixed_random,median,property_class,house,57,mean_abs_log_error,0.15489629261707732,False,G_debate_r2 G_debate_r2,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,G_debate_r2 G_debate_r2_small,mixed_random,median,property_class,house,199,mean_abs_log_error,0.19974155271641506,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,property_class,condo,60,mean_abs_log_error,0.08844291712186961,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,property_class,plex,41,mean_abs_log_error,0.2197240667979672,False,G_debate_r2_small H_debate_skeptic,mixed_random,median,property_class,house,57,mean_abs_log_error,0.15765728273762922,False,H_debate_skeptic H_debate_skeptic,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,property_class,house,57,mean_abs_log_error,0.15485220686846504,False,I_placebo I_placebo,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,property_class,house,57,mean_abs_log_error,0.16182304799599082,False,J_cost_matched J_cost_matched,mixed_random,median,property_class,condo,15,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,property_class,plex,8,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,price_tercile,1,21029,mean_abs_log_error,0.32905907412165486,False,A_hedonic A_hedonic,none,model,price_tercile,2,33482,mean_abs_log_error,0.16468606441153422,False,A_hedonic A_hedonic,none,model,price_tercile,3,42424,mean_abs_log_error,0.14234983250193253,False,A_hedonic A_hedonic_spatial,none,model,price_tercile,1,2936,mean_abs_log_error,0.2497911239019183,False,A_hedonic_spatial A_hedonic_spatial,none,model,price_tercile,2,3631,mean_abs_log_error,0.18204219135571478,False,A_hedonic_spatial A_hedonic_spatial,none,model,price_tercile,3,2421,mean_abs_log_error,0.1962897841287183,False,A_hedonic_spatial B_hierarchical,none,model,price_tercile,1,21029,mean_abs_log_error,0.3292197272123222,False,B_hierarchical B_hierarchical,none,model,price_tercile,2,33482,mean_abs_log_error,0.15195649203241812,False,B_hierarchical B_hierarchical,none,model,price_tercile,3,42424,mean_abs_log_error,0.13245290567247597,False,B_hierarchical C_catboost,none,model,price_tercile,1,21029,mean_abs_log_error,0.3284279078714062,False,C_catboost C_catboost,none,model,price_tercile,2,33482,mean_abs_log_error,0.14079876569192365,False,C_catboost C_catboost,none,model,price_tercile,3,42424,mean_abs_log_error,0.12996285582800307,False,C_catboost C_gbm,none,model,price_tercile,1,21029,mean_abs_log_error,0.33219609177245085,False,C_gbm C_gbm,none,model,price_tercile,2,33482,mean_abs_log_error,0.1472622056217947,False,C_gbm C_gbm,none,model,price_tercile,3,42424,mean_abs_log_error,0.12864310505913318,False,C_gbm C_gbm_spatial,none,model,price_tercile,1,2936,mean_abs_log_error,0.2620192291507425,False,C_gbm_spatial C_gbm_spatial,none,model,price_tercile,2,3631,mean_abs_log_error,0.13682199591997252,False,C_gbm_spatial C_gbm_spatial,none,model,price_tercile,3,2421,mean_abs_log_error,0.13174791603409797,False,C_gbm_spatial C_xgboost,none,model,price_tercile,1,21029,mean_abs_log_error,0.3514909048443126,False,C_xgboost C_xgboost,none,model,price_tercile,2,33482,mean_abs_log_error,0.14057965973386122,False,C_xgboost C_xgboost,none,model,price_tercile,3,42424,mean_abs_log_error,0.1265009111313131,False,C_xgboost D_avm,none,model,price_tercile,1,21029,mean_abs_log_error,0.31944111683460474,False,D_avm D_avm,none,model,price_tercile,2,33482,mean_abs_log_error,0.13130593372782687,False,D_avm D_avm,none,model,price_tercile,3,42424,mean_abs_log_error,0.12982869030135832,False,D_avm D_avm_spatial,none,model,price_tercile,1,2936,mean_abs_log_error,0.2584088825391495,False,D_avm_spatial D_avm_spatial,none,model,price_tercile,2,3631,mean_abs_log_error,0.11336846211437676,False,D_avm_spatial D_avm_spatial,none,model,price_tercile,3,2421,mean_abs_log_error,0.1131120715100026,False,D_avm_spatial E_single_llm,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.11283560773344564,False,E_single_llm E_single_llm_small,mixed_random,median,price_tercile,1,72,mean_abs_log_error,0.3360723753865039,False,E_single_llm_small E_single_llm_small,mixed_random,median,price_tercile,2,99,mean_abs_log_error,0.1301922040046971,False,E_single_llm_small E_single_llm_small,mixed_random,median,price_tercile,3,129,mean_abs_log_error,0.13584353578272837,False,E_single_llm_small F_independent,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.12190137135673551,False,F_independent F_independent_small,mixed_random,median,price_tercile,1,72,mean_abs_log_error,0.3333358340041198,False,F_independent_small F_independent_small,mixed_random,median,price_tercile,2,99,mean_abs_log_error,0.12076766783003967,False,F_independent_small F_independent_small,mixed_random,median,price_tercile,3,129,mean_abs_log_error,0.13066519111978292,False,F_independent_small G_debate_r2,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.11602523581556096,False,G_debate_r2 G_debate_r2_small,mixed_random,median,price_tercile,1,72,mean_abs_log_error,0.33656869705747244,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,price_tercile,2,99,mean_abs_log_error,0.1250692851417149,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,price_tercile,3,129,mean_abs_log_error,0.13526376232114445,False,G_debate_r2_small H_debate_skeptic,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.11701076232033103,False,H_debate_skeptic I_placebo,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.11831827700861197,False,I_placebo J_cost_matched,mixed_random,median,price_tercile,1,23,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,price_tercile,2,25,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,price_tercile,3,32,mean_abs_log_error,0.11286968865954511,False,J_cost_matched A_hedonic,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.2126326911055594,False,A_hedonic A_hedonic,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.2061097254713432,False,A_hedonic A_hedonic,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.19887791485064235,False,A_hedonic A_hedonic,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.17705373357309342,False,A_hedonic A_hedonic,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.16566769959164815,False,A_hedonic A_hedonic,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.16287760214552172,False,A_hedonic A_hedonic,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.16793311646493428,False,A_hedonic A_hedonic,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.24934535652552106,False,A_hedonic A_hedonic,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.3030690689999744,False,A_hedonic A_hedonic_spatial,none,model,year_built_decade,1950s,741,mean_abs_log_error,0.26178239732780656,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,1960s,830,mean_abs_log_error,0.24656934292104496,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,1970s,1387,mean_abs_log_error,0.22818813138625954,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,1980s,1157,mean_abs_log_error,0.19364969993202047,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,1990s,1055,mean_abs_log_error,0.1739713193458309,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,2000s,1100,mean_abs_log_error,0.14815376587541573,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,2010+,1480,mean_abs_log_error,0.16878549099259865,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,<1950,1156,mean_abs_log_error,0.270387855452379,False,A_hedonic_spatial A_hedonic_spatial,none,model,year_built_decade,unknown,82,mean_abs_log_error,0.2626436575730831,False,A_hedonic_spatial B_hierarchical,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.20719818060732437,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.19940065407973198,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.1900490836054194,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.1689043326376821,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.15629342698286752,False,B_hierarchical B_hierarchical,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.1525359911313106,False,B_hierarchical B_hierarchical,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.15719055674652807,False,B_hierarchical B_hierarchical,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.24255598536740353,False,B_hierarchical B_hierarchical,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.29375255613796913,False,B_hierarchical C_catboost,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.20607634189464125,False,C_catboost C_catboost,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.19848421116471687,False,C_catboost C_catboost,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.1917082303383417,False,C_catboost C_catboost,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.1702919385374064,False,C_catboost C_catboost,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.16049963108304388,False,C_catboost C_catboost,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.15124537964149085,False,C_catboost C_catboost,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.1412692422371563,False,C_catboost C_catboost,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.2272719619279698,False,C_catboost C_catboost,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.2534505803544553,False,C_catboost C_gbm,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.20925382045827445,False,C_gbm C_gbm,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.20064916887732767,False,C_gbm C_gbm,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.19358686014714696,False,C_gbm C_gbm,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.1714688486559365,False,C_gbm C_gbm,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.15940182089601257,False,C_gbm C_gbm,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.15145976381883283,False,C_gbm C_gbm,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.14543714008716338,False,C_gbm C_gbm,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.23364451678456702,False,C_gbm C_gbm,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.26076757053746674,False,C_gbm C_gbm_spatial,none,model,year_built_decade,1950s,741,mean_abs_log_error,0.20783530476433285,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,1960s,830,mean_abs_log_error,0.19351523167549803,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,1970s,1387,mean_abs_log_error,0.18430442885298332,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,1980s,1157,mean_abs_log_error,0.1583068212966366,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,1990s,1055,mean_abs_log_error,0.14457935967808205,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,2000s,1100,mean_abs_log_error,0.1437421192833127,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,2010+,1480,mean_abs_log_error,0.15294068716195944,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,<1950,1156,mean_abs_log_error,0.23635300341608098,False,C_gbm_spatial C_gbm_spatial,none,model,year_built_decade,unknown,82,mean_abs_log_error,0.2611237303598903,False,C_gbm_spatial C_xgboost,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.20643295147217874,False,C_xgboost C_xgboost,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.19935310937878595,False,C_xgboost C_xgboost,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.1933605571425607,False,C_xgboost C_xgboost,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.17203149633517667,False,C_xgboost C_xgboost,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.16049915643890977,False,C_xgboost C_xgboost,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.1555350539794261,False,C_xgboost C_xgboost,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.1470235861317226,False,C_xgboost C_xgboost,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.2345728667054606,False,C_xgboost C_xgboost,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.2745590064614888,False,C_xgboost D_avm,none,model,year_built_decade,1950s,7566,mean_abs_log_error,0.20459453056305757,False,D_avm D_avm,none,model,year_built_decade,1960s,9253,mean_abs_log_error,0.1957764361967412,False,D_avm D_avm,none,model,year_built_decade,1970s,12570,mean_abs_log_error,0.18472846638647233,False,D_avm D_avm,none,model,year_built_decade,1980s,11595,mean_abs_log_error,0.16225701054738007,False,D_avm D_avm,none,model,year_built_decade,1990s,9925,mean_abs_log_error,0.14972888972864226,False,D_avm D_avm,none,model,year_built_decade,2000s,13104,mean_abs_log_error,0.14129955233926528,False,D_avm D_avm,none,model,year_built_decade,2010+,20101,mean_abs_log_error,0.13688058851281815,False,D_avm D_avm,none,model,year_built_decade,<1950,11834,mean_abs_log_error,0.22926292012457375,False,D_avm D_avm,none,model,year_built_decade,unknown,987,mean_abs_log_error,0.26007473488408334,False,D_avm D_avm_spatial,none,model,year_built_decade,1950s,741,mean_abs_log_error,0.2028322427710471,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,1960s,830,mean_abs_log_error,0.18501146547327238,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,1970s,1387,mean_abs_log_error,0.1723703523430086,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,1980s,1157,mean_abs_log_error,0.13949626380162156,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,1990s,1055,mean_abs_log_error,0.12323775144536879,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,2000s,1100,mean_abs_log_error,0.11850776730194507,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,2010+,1480,mean_abs_log_error,0.12881748304807736,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,<1950,1156,mean_abs_log_error,0.23184503197930817,False,D_avm_spatial D_avm_spatial,none,model,year_built_decade,unknown,82,mean_abs_log_error,0.2537014921625845,False,D_avm_spatial E_single_llm,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,E_single_llm E_single_llm_small,mixed_random,median,year_built_decade,1950s,21,mean_abs_log_error,,True,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,1960s,18,mean_abs_log_error,,True,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,1970s,40,mean_abs_log_error,0.2995957575044094,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,1980s,43,mean_abs_log_error,0.14808492014823527,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,1990s,32,mean_abs_log_error,0.1346776907571856,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,2000s,45,mean_abs_log_error,0.11763340584461895,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,2010+,63,mean_abs_log_error,0.14726256089893813,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,<1950,34,mean_abs_log_error,0.24423008202042032,False,E_single_llm_small E_single_llm_small,mixed_random,median,year_built_decade,unknown,4,mean_abs_log_error,,True,E_single_llm_small F_independent,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,F_independent F_independent_small,mixed_random,median,year_built_decade,1950s,21,mean_abs_log_error,,True,F_independent_small F_independent_small,mixed_random,median,year_built_decade,1960s,18,mean_abs_log_error,,True,F_independent_small F_independent_small,mixed_random,median,year_built_decade,1970s,40,mean_abs_log_error,0.2699817534193464,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,1980s,43,mean_abs_log_error,0.14534934772576086,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,1990s,32,mean_abs_log_error,0.13597764591440975,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,2000s,45,mean_abs_log_error,0.11596609480157624,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,2010+,63,mean_abs_log_error,0.14862953144565347,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,<1950,34,mean_abs_log_error,0.24476649500697073,False,F_independent_small F_independent_small,mixed_random,median,year_built_decade,unknown,4,mean_abs_log_error,,True,F_independent_small G_debate_r2,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,G_debate_r2 G_debate_r2_small,mixed_random,median,year_built_decade,1950s,21,mean_abs_log_error,,True,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,1960s,18,mean_abs_log_error,,True,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,1970s,40,mean_abs_log_error,0.2735950691141392,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,1980s,43,mean_abs_log_error,0.15105901737675118,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,1990s,32,mean_abs_log_error,0.13153995264957596,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,2000s,45,mean_abs_log_error,0.1172851978808963,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,2010+,63,mean_abs_log_error,0.15959285500388434,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,<1950,34,mean_abs_log_error,0.24819413471131505,False,G_debate_r2_small G_debate_r2_small,mixed_random,median,year_built_decade,unknown,4,mean_abs_log_error,,True,G_debate_r2_small H_debate_skeptic,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,year_built_decade,1950s,9,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1960s,4,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1970s,12,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1980s,15,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,2000s,10,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,2010+,12,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,<1950,10,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,unknown,2,mean_abs_log_error,,True,J_cost_matched