n_train,model,mdape,mape,rmse_ln,r2_ln
10000,OLS quadratic (muni+quarter FE),18.38436183742385,34.439941317616764,0.39722768960842764,0.531664536345561
10000,Gradient boosting,17.55817415103931,31.777076909845096,0.386462587914794,0.5567048988691092
25000,OLS quadratic (muni+quarter FE),18.13123412223344,34.71752541710843,0.3987497135923394,0.5280686972389094
25000,Gradient boosting,16.117235891494122,29.823687390173077,0.36598650222996054,0.6024349909662393
50000,OLS quadratic (muni+quarter FE),17.85098430954251,34.291813175933555,0.394668048572139,0.5376807754235925
50000,Gradient boosting,15.46029775645706,29.149938590306927,0.3602557920963508,0.6147878645125984
100000,OLS quadratic (muni+quarter FE),17.858528109660003,33.97231033671203,0.39154828747222153,0.5449609437080014
100000,Gradient boosting,15.201224181879457,28.789207604531935,0.35629888749041316,0.6232034228186022
200000,OLS quadratic (muni+quarter FE),17.926781291106366,34.286171684612285,0.3940853634933891,0.5390448972702662
200000,Gradient boosting,14.75286425569271,28.18065043214689,0.3510692811837181,0.6341831746695208
400000,OLS quadratic (muni+quarter FE),18.06403273608106,34.590640697337626,0.3967353319490308,0.5328248061516689
400000,Gradient boosting,14.485229661097984,27.850855998019064,0.3478423367115942,0.640877268082553