key,seen_in_training,segment,n,model,mdape
in_train_parcel,True,all,17219,A5 Semi-log + quadratics,19.786608950655705
in_train_parcel,True,all,17219,A6 Semi-log + splines,18.27278654110786
in_train_parcel,True,all,17219,D2 Ridge (cross-validated),18.21506909664557
in_train_parcel,True,all,17219,D3 Random forest,14.568143855697022
in_train_parcel,True,all,17219,D4 Gradient boosting,14.494590514304903
in_train_parcel,True,all,17219,"D5 Gradient boosting, no coordinates",22.887248058209508
in_train_parcel,True,all,17219,D6 Spatial k-NN comparables,22.21141825253498
in_train_parcel,True,condo,3374,A5 Semi-log + quadratics,17.414213423610217
in_train_parcel,True,condo,3374,D4 Gradient boosting,9.035672175351072
in_train_parcel,False,all,85710,A5 Semi-log + quadratics,19.05005201781079
in_train_parcel,False,all,85710,A6 Semi-log + splines,17.48581012929675
in_train_parcel,False,all,85710,D2 Ridge (cross-validated),17.576292121577303
in_train_parcel,False,all,85710,D3 Random forest,14.639597756778661
in_train_parcel,False,all,85710,D4 Gradient boosting,14.368856147710904
in_train_parcel,False,all,85710,"D5 Gradient boosting, no coordinates",23.28075103236257
in_train_parcel,False,all,85710,D6 Spatial k-NN comparables,20.990025690392308
in_train_parcel,False,condo,11474,A5 Semi-log + quadratics,18.43144280197513
in_train_parcel,False,condo,11474,D4 Gradient boosting,9.080011346798681
in_train_coord,True,all,27475,A5 Semi-log + quadratics,19.16845806222931
in_train_coord,True,all,27475,A6 Semi-log + splines,17.776290704974276
in_train_coord,True,all,27475,D2 Ridge (cross-validated),17.859099147831706
in_train_coord,True,all,27475,D3 Random forest,11.74898846453675
in_train_coord,True,all,27475,D4 Gradient boosting,11.994995797797987
in_train_coord,True,all,27475,"D5 Gradient boosting, no coordinates",20.04914260589526
in_train_coord,True,all,27475,D6 Spatial k-NN comparables,16.652769091793402
in_train_coord,True,condo,13261,A5 Semi-log + quadratics,17.97470023475135
in_train_coord,True,condo,13261,D4 Gradient boosting,8.934702433522762
in_train_coord,False,all,75454,A5 Semi-log + quadratics,19.15384674472759
in_train_coord,False,all,75454,A6 Semi-log + splines,17.555794642798645
in_train_coord,False,all,75454,D2 Ridge (cross-validated),17.625875167760007
in_train_coord,False,all,75454,D3 Random forest,15.749377923105962
in_train_coord,False,all,75454,D4 Gradient boosting,15.321150846402826
in_train_coord,False,all,75454,"D5 Gradient boosting, no coordinates",24.512690151286638
in_train_coord,False,all,75454,D6 Spatial k-NN comparables,22.907703956528476
in_train_coord,False,condo,1587,A5 Semi-log + quadratics,20.34309569440084
in_train_coord,False,condo,1587,D4 Gradient boosting,10.243202880340052