spb/wp11_uqo

1quarter,model,n,mdape22025Q1,A5 Semi-log + quadratics,17031,20.1606982437737432025Q1,A6 Semi-log + splines,17031,18.5529387839871242025Q1,D2 Ridge (cross-validated),17031,18.9712592337347152025Q1,D3 Random forest,17031,17.1597391990684862025Q1,D4 Gradient boosting,17031,17.06978731985370672025Q2,A5 Semi-log + quadratics,34546,21.0942488976338582025Q2,A6 Semi-log + splines,34546,19.54600110149322592025Q2,D2 Ridge (cross-validated),34546,20.128071582190238102025Q2,D3 Random forest,34546,19.17503183093982112025Q2,D4 Gradient boosting,34546,19.056435785828757122025Q3,A5 Semi-log + quadratics,28097,22.81785959565014132025Q3,A6 Semi-log + splines,28097,21.26342871883413142025Q3,D2 Ridge (cross-validated),28097,21.787565277767396152025Q3,D3 Random forest,28097,20.640199696692722162025Q3,D4 Gradient boosting,28097,20.570509508119454172025Q4,A5 Semi-log + quadratics,24156,23.84990757727795182025Q4,A6 Semi-log + splines,24156,22.156927074847843192025Q4,D2 Ridge (cross-validated),24156,22.704586080935236202025Q4,D3 Random forest,24156,21.686460771814904212025Q4,D4 Gradient boosting,24156,21.604075720079475222026Q1,A5 Semi-log + quadratics,15611,24.828798398064173232026Q1,A6 Semi-log + splines,15611,23.136954110839774242026Q1,D2 Ridge (cross-validated),15611,23.555344810884428252026Q1,D3 Random forest,15611,22.809749906308703262026Q1,D4 Gradient boosting,15611,22.683544277340335272026Q2,A5 Semi-log + quadratics,30950,25.82329388343181282026Q2,A6 Semi-log + splines,30950,24.490104774430893292026Q2,D2 Ridge (cross-validated),30950,25.114690369909486302026Q2,D3 Random forest,30950,24.366584102876867312026Q2,D4 Gradient boosting,30950,24.313275442733904322026Q3,A5 Semi-log + quadratics,7997,25.960227538726045332026Q3,A6 Semi-log + splines,7997,24.87544352852322342026Q3,D2 Ridge (cross-validated),7997,25.158903757045657352026Q3,D3 Random forest,7997,24.996277735314912362026Q3,D4 Gradient boosting,7997,24.8739084198147437