strategy,model,r2_mean,r2_sd,mae_mean,mae_sd,rmse_mean,rmse_sd,bias_mean,bias_sd,calibration_slope_mean,calibration_slope_sd,calibration_intercept_mean,calibration_intercept_sd
canonical_grouped,arithmetic_mean,0.9709332144593247,0.002408816677614734,0.42708087729549177,0.03054592751342126,0.6479999079473487,0.06957400379853446,-0.10700048732210284,0.03742664202774601,0.9200843483405498,0.01271822396066075,0.4967689136338173,0.10337675744567403
canonical_grouped,fpnn,0.9575292499117701,0.004601771291085221,0.4792392186421252,0.0349076291167882,0.7821575727826385,0.07534071456402108,0.01802377382411729,0.04156035843201978,0.9397929946499652,0.008114926790914335,0.4727122884088204,0.09032947211963636
canonical_grouped,gat,0.9655090141038242,0.0033215194353478908,0.47171558099546,0.02719065132277365,0.7048962942902491,0.06386384738435946,-0.19587679950878134,0.03350950727487768,0.922265443931089,0.0178149871537304,0.3922588303580232,0.12112869489525992
canonical_grouped,gcn,0.9636608149388192,0.0016295979209026176,0.48925911543773126,0.0331704268057052,0.7243835066625214,0.06605346044112166,-0.14314843628164442,0.05334441273747139,0.8981946064405948,0.01384617793186902,0.6253356221346076,0.11859881994693736
canonical_grouped,stack_all_base_only,0.9758702124061807,0.0017558953687027974,0.3722914140930192,0.013469378027508883,0.589896183087408,0.05242158024982709,-0.012545922466605441,0.015294629064467234,0.9621638063818381,0.0158928233145088,0.27451998701716773,0.13860711432008474
canonical_grouped,stack_all_plus_descriptors,0.9768698528908698,0.0017168932498106864,0.3600612615742455,0.015634373370370956,0.5778594322207465,0.05704305074863377,-0.01668827093588871,0.019866810567064998,0.970001730227792,0.0177076500906493,0.21138078341057712,0.151387135204572
canonical_grouped,stack_gat_fpnn,0.9563349124691056,0.0054455895908362695,0.6000320517520699,0.08733050541025605,0.795807179400267,0.11928484733947904,-0.0010177911337228551,0.0329014225456052,0.8453643259378318,0.0163799315671655,1.1655215377667494,0.12529627831197818
canonical_grouped,stack_gat_gcn,0.9564245312282066,0.004537162405652097,0.5996603160810859,0.09546479701768715,0.7953289850443351,0.11563985826104124,-0.0006884901100083461,0.02173665187709176,0.8446957797656675,0.01581822896982006,1.1697695300134092,0.13082211956217674
canonical_grouped,stack_gcn_fpnn,0.9534170279086339,0.002858182456849091,0.6060493000230506,0.05337374086213853,0.8192868385496855,0.06232174080212314,0.027756097722192497,0.02957372407166219,0.8385100488934141,0.013242446533220001,1.24222510683511,0.0914353180776563
scaffold_aware,arithmetic_mean,0.9281753730046997,0.004988640440136471,0.6708659219075161,0.024998157904176116,0.9131653601535019,0.03487136083604026,-0.27851417564661557,0.04132595293054287,0.9138720671897217,0.009247576097174073,0.43543552621993925,0.06410137742025532
scaffold_aware,fpnn,0.8759855639356428,0.012890934891357132,0.8076933172364898,0.026815828067829665,1.1981359532130982,0.021759977148633005,0.019418830218957222,0.04159332127271669,0.9662047318399497,0.005246904402567901,0.2991913169421723,0.07083224895235758
scaffold_aware,gat,0.9039983141898924,0.007870379201382718,0.821741474332662,0.03357993871273121,1.0552582412965685,0.03510157034699661,-0.4732106574060638,0.05995506060503579,0.8909924840780773,0.023887767916708814,0.4279942543242181,0.17709263893197713
scaffold_aware,gcn,0.9179955447943575,0.009976181692275057,0.7278769580470542,0.05409265523391883,0.9756110431851338,0.07535295259458727,-0.38175069975274023,0.07007302542423718,0.8844189856511377,0.01576287235217493,0.5791210073934273,0.07721900238292045
scaffold_aware,stack_all_base_only,0.9284736486268813,0.0060237398825063945,0.6604378799296037,0.03233436522632906,0.9110779590621273,0.03989348161290366,-0.24802617432378912,0.08435777801117364,0.9517460702585975,0.008692079655494386,0.151195702785109,0.1279133537971698
scaffold_aware,stack_all_plus_descriptors,0.9284460721470557,0.003758961544325103,0.6703418523004109,0.012927471385004158,0.9114608930547713,0.021615088751589878,-0.2911991249503474,0.04473591156985276,0.9429606699578187,0.01745392656208517,0.17987685534885522,0.17185760166308717
scaffold_aware,stack_gat_fpnn,0.9041292839839734,0.004556294950848642,0.8054030792240062,0.01776948340462991,1.0549905660915557,0.015695823571728513,-0.35192936721910845,0.08631721249419763,0.8371772442754626,0.026061812808205135,0.9983811118152265,0.268577907045969
scaffold_aware,stack_gat_gcn,0.9056667932219997,0.004815606577493662,0.802598664416322,0.03291877719646383,1.0470569843027722,0.04603275288324029,-0.404121943203454,0.08840506741357923,0.8215289704966433,0.012256658292176592,1.0771707162245985,0.16660121454194668
scaffold_aware,stack_gcn_fpnn,0.9090117793409737,0.00519707593665437,0.7700523987152309,0.014431414775406498,1.0277538972335611,0.02594295359874966,-0.33535453708569435,0.09882444984937888,0.849262018658837,0.026223839556285503,0.9135707735360903,0.28788325794209674