spb/wp5_uqo

1Design,Model,R2_cv,R2_cv_sd,RMSE_cv,MAE_cv2Random 5-fold,OLS,0.4767076331125123,0.04054722349061911,0.2255771266817554,0.173679353098800623Random 5-fold,LASSO,0.47673153613132635,0.040554192264607894,0.2255718098071567,0.173677927321319734Random 5-fold,Elastic Net,0.47673259367703996,0.04054751835127774,0.22557164415526793,0.173677346006941495Random 5-fold,Random Forest,0.6473394091066538,0.044454131015486974,0.18488569332444751,0.134275205868880616Random 5-fold,Gradient Boosting,0.6537602112116933,0.0333646036728153,0.18337054845145911,0.13400738612460527Spatial 5-fold (FSA blocks),OLS,0.46669839736186525,0.05390403238845947,0.22613104234144404,0.175157140477443168Spatial 5-fold (FSA blocks),LASSO,0.4667783875687994,0.053833944469573486,0.22611524844683478,0.17515485995234519Spatial 5-fold (FSA blocks),Elastic Net,0.466783386669559,0.05382806350601209,0.2261144532756453,0.1751537906536437310Spatial 5-fold (FSA blocks),Random Forest,0.4307191973013116,0.15936091944991487,0.23057849136384984,0.1803084899852250311Spatial 5-fold (FSA blocks),Gradient Boosting,0.4139534665246014,0.1076356830391546,0.23553967385855987,0.1842179901404644712