model,property_class,mae_log,median_price,median_abs_dollar_error
lightgbm,condo,0.13295862624467703,364000.0,32004.94167981131
hedonic_ols,condo,0.15618149485959565,364000.0,37899.91144123813
naive_mun_median,condo,0.34920150406863276,364000.0,127000.00000000023
lightgbm,house,0.2301732867892592,420000.0,61101.603365673625
hedonic_ols,house,0.24857599265932062,420000.0,67889.32311124093
naive_mun_median,house,0.3446170987598036,420000.0,92749.94543867081
lightgbm,plex,0.2401647768344957,510000.0,80114.56133316775
hedonic_ols,plex,0.26616940992414806,510000.0,88707.32112269053
naive_mun_median,plex,0.37601126131012175,510000.0,135000.00000000032