arm,committee,aggregation,stratum,level,n,metric,value,suppressed,label A_hedonic,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.16608129088121923,False,A_hedonic A_hedonic,none,model,region_group,other,29847,mean_abs_log_error,0.23663177952936537,False,A_hedonic A_hedonic,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.16341997644138986,False,A_hedonic A_hedonic,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.19607329066727552,False,A_hedonic B_hierarchical,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.15768244236585213,False,B_hierarchical B_hierarchical,none,model,region_group,other,29847,mean_abs_log_error,0.22776567165963876,False,B_hierarchical B_hierarchical,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.1606375075428057,False,B_hierarchical B_hierarchical,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.18348043909935438,False,B_hierarchical C_catboost,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.13583412207182638,False,C_catboost C_catboost,none,model,region_group,other,29847,mean_abs_log_error,0.20464042221072273,False,C_catboost C_catboost,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.1484960543428695,False,C_catboost C_catboost,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.17149962099458968,False,C_catboost C_gbm,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.14303925765184497,False,C_gbm C_gbm,none,model,region_group,other,29847,mean_abs_log_error,0.21890036792812345,False,C_gbm C_gbm,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.1536103852182675,False,C_gbm C_gbm,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.18497542513877271,False,C_gbm C_xgboost,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.15762373599665674,False,C_xgboost C_xgboost,none,model,region_group,other,29847,mean_abs_log_error,0.21516681302978616,False,C_xgboost C_xgboost,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.15495027438568443,False,C_xgboost C_xgboost,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.16937278591230373,False,C_xgboost D_avm,none,model,region_group,Outaouais,4334,mean_abs_log_error,0.13787192097148943,False,D_avm D_avm,none,model,region_group,other,29847,mean_abs_log_error,0.2154427013106565,False,D_avm D_avm,none,model,region_group,Montréal CMA,32062,mean_abs_log_error,0.15414516536976294,False,D_avm D_avm,none,model,region_group,Québec CMA,5889,mean_abs_log_error,0.17387024353978764,False,D_avm E_single_llm,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,E_single_llm F_independent,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,F_independent G_debate_r1,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,G_debate_r1 G_debate_r2,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,G_debate_r2 G_debate_r4,mixed_random,median,region_group,Outaouais,1,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,region_group,other,8,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,region_group,Montréal CMA,10,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,region_group,Québec CMA,1,mean_abs_log_error,,True,G_debate_r4 G_fullview,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,G_fullview H_debate_skeptic,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,region_group,Outaouais,3,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,region_group,other,18,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,region_group,Montréal CMA,17,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,region_group,Québec CMA,2,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,urban_class,metro,30588,mean_abs_log_error,0.1734227406192815,False,A_hedonic A_hedonic,none,model,urban_class,suburban,25227,mean_abs_log_error,0.18548714432239696,False,A_hedonic A_hedonic,none,model,urban_class,rural,16317,mean_abs_log_error,0.25696224500900344,False,A_hedonic B_hierarchical,none,model,urban_class,metro,30588,mean_abs_log_error,0.16675120533425275,False,B_hierarchical B_hierarchical,none,model,urban_class,suburban,25227,mean_abs_log_error,0.18088503104589554,False,B_hierarchical B_hierarchical,none,model,urban_class,rural,16317,mean_abs_log_error,0.24812289225797915,False,B_hierarchical C_catboost,none,model,urban_class,metro,30588,mean_abs_log_error,0.15140566692647875,False,C_catboost C_catboost,none,model,urban_class,suburban,25227,mean_abs_log_error,0.16565159646449917,False,C_catboost C_catboost,none,model,urban_class,rural,16317,mean_abs_log_error,0.22415641142390794,False,C_catboost C_gbm,none,model,urban_class,metro,30588,mean_abs_log_error,0.16047610832822634,False,C_gbm C_gbm,none,model,urban_class,suburban,25227,mean_abs_log_error,0.17489998786474448,False,C_gbm C_gbm,none,model,urban_class,rural,16317,mean_abs_log_error,0.23576531705070947,False,C_gbm C_xgboost,none,model,urban_class,metro,30588,mean_abs_log_error,0.15960262276987677,False,C_xgboost C_xgboost,none,model,urban_class,suburban,25227,mean_abs_log_error,0.17242563392547805,False,C_xgboost C_xgboost,none,model,urban_class,rural,16317,mean_abs_log_error,0.23527429561671157,False,C_xgboost D_avm,none,model,urban_class,metro,30588,mean_abs_log_error,0.15702430854951036,False,D_avm D_avm,none,model,urban_class,suburban,25227,mean_abs_log_error,0.17339440394469421,False,D_avm D_avm,none,model,urban_class,rural,16317,mean_abs_log_error,0.2339093699562128,False,D_avm E_single_llm,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,E_single_llm F_independent,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,F_independent G_debate_r1,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,G_debate_r1 G_debate_r2,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,G_debate_r2 G_debate_r4,mixed_random,median,urban_class,metro,4,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,urban_class,suburban,9,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,urban_class,rural,7,mean_abs_log_error,,True,G_debate_r4 G_fullview,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,G_fullview H_debate_skeptic,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,urban_class,metro,15,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,urban_class,suburban,13,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,urban_class,rural,12,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,property_class,house,47910,mean_abs_log_error,0.21108701239566438,False,A_hedonic A_hedonic,none,model,property_class,condo,14528,mean_abs_log_error,0.125676502798544,False,A_hedonic A_hedonic,none,model,property_class,plex,9694,mean_abs_log_error,0.23084226688282156,False,A_hedonic B_hierarchical,none,model,property_class,house,47910,mean_abs_log_error,0.2047006526660302,False,B_hierarchical B_hierarchical,none,model,property_class,condo,14528,mean_abs_log_error,0.11980412767460091,False,B_hierarchical B_hierarchical,none,model,property_class,plex,9694,mean_abs_log_error,0.22330009736396406,False,B_hierarchical C_catboost,none,model,property_class,house,47910,mean_abs_log_error,0.18682799435109262,False,C_catboost C_catboost,none,model,property_class,condo,14528,mean_abs_log_error,0.10797898482526247,False,C_catboost C_catboost,none,model,property_class,plex,9694,mean_abs_log_error,0.2009492086093147,False,C_catboost C_gbm,none,model,property_class,house,47910,mean_abs_log_error,0.19759206972350346,False,C_gbm C_gbm,none,model,property_class,condo,14528,mean_abs_log_error,0.11249368354117566,False,C_gbm C_gbm,none,model,property_class,plex,9694,mean_abs_log_error,0.21321266544098105,False,C_gbm C_xgboost,none,model,property_class,house,47910,mean_abs_log_error,0.1954080045451038,False,C_xgboost C_xgboost,none,model,property_class,condo,14528,mean_abs_log_error,0.1173010772761582,False,C_xgboost C_xgboost,none,model,property_class,plex,9694,mean_abs_log_error,0.2067804441383288,False,C_xgboost D_avm,none,model,property_class,house,47910,mean_abs_log_error,0.195267299081612,False,D_avm D_avm,none,model,property_class,condo,14528,mean_abs_log_error,0.10880808035085046,False,D_avm D_avm,none,model,property_class,plex,9694,mean_abs_log_error,0.21229206493331548,False,D_avm E_single_llm,mixed_random,median,property_class,house,34,mean_abs_log_error,0.1965805283733197,False,E_single_llm E_single_llm,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,E_single_llm F_independent,mixed_random,median,property_class,house,34,mean_abs_log_error,0.19943683229182602,False,F_independent F_independent,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,F_independent G_debate_r1,mixed_random,median,property_class,house,34,mean_abs_log_error,0.19808531829906553,False,G_debate_r1 G_debate_r1,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,G_debate_r1 G_debate_r2,mixed_random,median,property_class,house,34,mean_abs_log_error,0.19536198693031945,False,G_debate_r2 G_debate_r2,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,G_debate_r2 G_debate_r4,mixed_random,median,property_class,house,16,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,property_class,condo,3,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,G_debate_r4 G_fullview,mixed_random,median,property_class,house,34,mean_abs_log_error,0.19479810748500603,False,G_fullview G_fullview,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,G_fullview H_debate_skeptic,mixed_random,median,property_class,house,34,mean_abs_log_error,0.1948227056282531,False,H_debate_skeptic H_debate_skeptic,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,property_class,house,34,mean_abs_log_error,0.20420843856743504,False,I_placebo I_placebo,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,property_class,house,34,mean_abs_log_error,0.1956032700352867,False,J_cost_matched J_cost_matched,mixed_random,median,property_class,condo,5,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,property_class,plex,1,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,price_tercile,1,19965,mean_abs_log_error,0.31126023927113683,False,A_hedonic A_hedonic,none,model,price_tercile,2,24907,mean_abs_log_error,0.1594217964835916,False,A_hedonic A_hedonic,none,model,price_tercile,3,27260,mean_abs_log_error,0.14643296293582314,False,A_hedonic B_hierarchical,none,model,price_tercile,1,19965,mean_abs_log_error,0.31196780654274286,False,B_hierarchical B_hierarchical,none,model,price_tercile,2,24907,mean_abs_log_error,0.14892862384615013,False,B_hierarchical B_hierarchical,none,model,price_tercile,3,27260,mean_abs_log_error,0.13846629817206363,False,B_hierarchical C_catboost,none,model,price_tercile,1,19965,mean_abs_log_error,0.30755789939793804,False,C_catboost C_catboost,none,model,price_tercile,2,24907,mean_abs_log_error,0.1226372954556434,False,C_catboost C_catboost,none,model,price_tercile,3,27260,mean_abs_log_error,0.12005608766571585,False,C_catboost C_gbm,none,model,price_tercile,1,19965,mean_abs_log_error,0.3005938061643673,False,C_gbm C_gbm,none,model,price_tercile,2,24907,mean_abs_log_error,0.13996809553972142,False,C_gbm C_gbm,none,model,price_tercile,3,27260,mean_abs_log_error,0.13500686639929155,False,C_gbm C_xgboost,none,model,price_tercile,1,19965,mean_abs_log_error,0.32503323823077984,False,C_xgboost C_xgboost,none,model,price_tercile,2,24907,mean_abs_log_error,0.12762654690845346,False,C_xgboost C_xgboost,none,model,price_tercile,3,27260,mean_abs_log_error,0.12482003553831761,False,C_xgboost D_avm,none,model,price_tercile,1,19965,mean_abs_log_error,0.296976347264483,False,D_avm D_avm,none,model,price_tercile,2,24907,mean_abs_log_error,0.13420791296927026,False,D_avm D_avm,none,model,price_tercile,3,27260,mean_abs_log_error,0.13654182341671792,False,D_avm E_single_llm,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,E_single_llm F_independent,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,F_independent G_debate_r1,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,G_debate_r1 G_debate_r2,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,G_debate_r2 G_debate_r4,mixed_random,median,price_tercile,1,6,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,price_tercile,2,4,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,price_tercile,3,10,mean_abs_log_error,,True,G_debate_r4 G_fullview,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,G_fullview H_debate_skeptic,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,price_tercile,1,14,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,price_tercile,2,10,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,price_tercile,3,16,mean_abs_log_error,,True,J_cost_matched A_hedonic,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.21774829308932722,False,A_hedonic A_hedonic,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.21298378200828408,False,A_hedonic A_hedonic,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.20938513781597537,False,A_hedonic A_hedonic,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.17934174751307425,False,A_hedonic A_hedonic,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.17444686588931332,False,A_hedonic A_hedonic,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.16356543433466733,False,A_hedonic A_hedonic,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.17678560023047069,False,A_hedonic A_hedonic,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.2500234227442802,False,A_hedonic A_hedonic,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.3183780724650254,False,A_hedonic B_hierarchical,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.2136964297575529,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.20653672127425476,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.20267437263996893,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.17332435624967876,False,B_hierarchical B_hierarchical,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.1670352111972905,False,B_hierarchical B_hierarchical,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.15585710336234032,False,B_hierarchical B_hierarchical,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.16905071385803083,False,B_hierarchical B_hierarchical,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.24633509558161598,False,B_hierarchical B_hierarchical,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.31141395279129286,False,B_hierarchical C_catboost,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.20360430938641833,False,C_catboost C_catboost,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.19591578594991285,False,C_catboost C_catboost,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.1920119933088073,False,C_catboost C_catboost,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.16197958668739015,False,C_catboost C_catboost,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.15468705240578123,False,C_catboost C_catboost,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.14343676169759131,False,C_catboost C_catboost,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.13819241561896317,False,C_catboost C_catboost,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.22291910941663332,False,C_catboost C_catboost,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.26573785554015517,False,C_catboost C_gbm,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.2111333192887465,False,C_gbm C_gbm,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.20428471472149148,False,C_gbm C_gbm,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.2019753501907673,False,C_gbm C_gbm,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.17186917688754572,False,C_gbm C_gbm,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.1643086311594187,False,C_gbm C_gbm,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.15369453787558965,False,C_gbm C_gbm,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.1505794931343597,False,C_gbm C_gbm,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.22948490999285398,False,C_gbm C_gbm,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.27665900585058634,False,C_gbm C_xgboost,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.21104767647345252,False,C_xgboost C_xgboost,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.20118677248136155,False,C_xgboost C_xgboost,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.20028464146504713,False,C_xgboost C_xgboost,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.16969216464571021,False,C_xgboost C_xgboost,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.16252625345145108,False,C_xgboost C_xgboost,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.1502969724688529,False,C_xgboost C_xgboost,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.14884463385345367,False,C_xgboost C_xgboost,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.2324225908269108,False,C_xgboost C_xgboost,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.283917997693622,False,C_xgboost D_avm,none,model,year_built_decade,1950s,5701,mean_abs_log_error,0.2095853649922854,False,D_avm D_avm,none,model,year_built_decade,1960s,7201,mean_abs_log_error,0.20241596002801623,False,D_avm D_avm,none,model,year_built_decade,1970s,9186,mean_abs_log_error,0.19940837009327894,False,D_avm D_avm,none,model,year_built_decade,1980s,8544,mean_abs_log_error,0.16981625300360803,False,D_avm D_avm,none,model,year_built_decade,1990s,7191,mean_abs_log_error,0.161666201006858,False,D_avm D_avm,none,model,year_built_decade,2000s,9532,mean_abs_log_error,0.15084038499233687,False,D_avm D_avm,none,model,year_built_decade,2010+,15162,mean_abs_log_error,0.1468536163782326,False,D_avm D_avm,none,model,year_built_decade,<1950,8912,mean_abs_log_error,0.22852851310755914,False,D_avm D_avm,none,model,year_built_decade,unknown,703,mean_abs_log_error,0.27776341244622543,False,D_avm E_single_llm,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,E_single_llm E_single_llm,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,E_single_llm F_independent,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,F_independent F_independent,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,F_independent G_debate_r1,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,1980s,4,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,2000s,4,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,G_debate_r1 G_debate_r1,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,G_debate_r1 G_debate_r2,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,G_debate_r2 G_debate_r2,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,G_debate_r2 G_debate_r4,mixed_random,median,year_built_decade,1950s,2,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,1960s,3,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,1970s,1,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,1980s,2,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,1990s,5,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,2000s,2,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,2010+,4,mean_abs_log_error,,True,G_debate_r4 G_debate_r4,mixed_random,median,year_built_decade,<1950,1,mean_abs_log_error,,True,G_debate_r4 G_fullview,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,1980s,4,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,1990s,6,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,2000s,4,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,G_fullview G_fullview,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,G_fullview H_debate_skeptic,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,H_debate_skeptic H_debate_skeptic,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,H_debate_skeptic I_placebo,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,I_placebo I_placebo,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,I_placebo J_cost_matched,mixed_random,median,year_built_decade,1950s,4,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1960s,5,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1970s,4,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,1980s,4,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,4,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,2010+,7,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,<1950,5,mean_abs_log_error,,True,J_cost_matched J_cost_matched,mixed_random,median,year_built_decade,unknown,1,mean_abs_log_error,,True,J_cost_matched