SPB Git

spb/wp11_uqo

Public

UQO Working Paper No. 11 — Half a million prices, twenty models: a systematic assessment of hedonic specifications.

2.7 KB · 38 lines csv
1key,seen_in_training,segment,n,model,mdape2in_train_parcel,True,all,17219,A5 Semi-log + quadratics,19.7866089506557053in_train_parcel,True,all,17219,A6 Semi-log + splines,18.272786541107864in_train_parcel,True,all,17219,D2 Ridge (cross-validated),18.215069096645575in_train_parcel,True,all,17219,D3 Random forest,14.5681438556970226in_train_parcel,True,all,17219,D4 Gradient boosting,14.4945905143049037in_train_parcel,True,all,17219,"D5 Gradient boosting, no coordinates",22.8872480582095088in_train_parcel,True,all,17219,D6 Spatial k-NN comparables,22.211418252534989in_train_parcel,True,condo,3374,A5 Semi-log + quadratics,17.41421342361021710in_train_parcel,True,condo,3374,D4 Gradient boosting,9.03567217535107211in_train_parcel,False,all,85710,A5 Semi-log + quadratics,19.0500520178107912in_train_parcel,False,all,85710,A6 Semi-log + splines,17.4858101292967513in_train_parcel,False,all,85710,D2 Ridge (cross-validated),17.57629212157730314in_train_parcel,False,all,85710,D3 Random forest,14.63959775677866115in_train_parcel,False,all,85710,D4 Gradient boosting,14.36885614771090416in_train_parcel,False,all,85710,"D5 Gradient boosting, no coordinates",23.2807510323625717in_train_parcel,False,all,85710,D6 Spatial k-NN comparables,20.99002569039230818in_train_parcel,False,condo,11474,A5 Semi-log + quadratics,18.4314428019751319in_train_parcel,False,condo,11474,D4 Gradient boosting,9.08001134679868120in_train_coord,True,all,27475,A5 Semi-log + quadratics,19.1684580622293121in_train_coord,True,all,27475,A6 Semi-log + splines,17.77629070497427622in_train_coord,True,all,27475,D2 Ridge (cross-validated),17.85909914783170623in_train_coord,True,all,27475,D3 Random forest,11.7489884645367524in_train_coord,True,all,27475,D4 Gradient boosting,11.99499579779798725in_train_coord,True,all,27475,"D5 Gradient boosting, no coordinates",20.0491426058952626in_train_coord,True,all,27475,D6 Spatial k-NN comparables,16.65276909179340227in_train_coord,True,condo,13261,A5 Semi-log + quadratics,17.9747002347513528in_train_coord,True,condo,13261,D4 Gradient boosting,8.93470243352276229in_train_coord,False,all,75454,A5 Semi-log + quadratics,19.1538467447275930in_train_coord,False,all,75454,A6 Semi-log + splines,17.55579464279864531in_train_coord,False,all,75454,D2 Ridge (cross-validated),17.62587516776000732in_train_coord,False,all,75454,D3 Random forest,15.74937792310596233in_train_coord,False,all,75454,D4 Gradient boosting,15.32115084640282634in_train_coord,False,all,75454,"D5 Gradient boosting, no coordinates",24.51269015128663835in_train_coord,False,all,75454,D6 Spatial k-NN comparables,22.90770395652847636in_train_coord,False,condo,1587,A5 Semi-log + quadratics,20.3430956944008437in_train_coord,False,condo,1587,D4 Gradient boosting,10.24320288034005238
Files · main
Menu

Theme