model,r2,adj_r2,aic,bic,top_var PRICE ~ PROPERTYSQFT,0.28368247344839936,0.2835263109180851,146322.7288184832,146342.0230707264,PROPERTYSQFT PRICE ~ PROPERTYSQFT + BEDS + BATH,0.3385405215516886,0.33810772363776387,145961.10108380177,145993.25817087374,PROPERTYSQFT log(PRICE) ~ log(PROPERTYSQFT) + BEDS + BATH,0.4401401151381639,0.43977379460281263,9572.876890519634,9605.033977591607,BATH