seed,model,skew_before,skew_after,r2,rmse,mae
0,Model A (Raw),0.9749398823352589,0.2731030744166943,0.6072674512224341,0.715615491920825,0.524820319883669
0,Model B (Log),0.9749398823352589,0.2731030744166943,0.6076840686116911,0.7152358226417166,0.4977355714711898
1,Model A (Raw),0.9697649692601122,0.27297911652551116,0.6166931970873077,0.7090698298866767,0.5194841867873752
1,Model B (Log),0.9697649692601122,0.27297911652551116,0.6158453295791675,0.7098536213209747,0.49403232893858784
2,Model A (Raw),0.9774210035305185,0.27626325878297375,0.6141335089904982,0.7209518534584788,0.5252936157496698
2,Model B (Log),0.9774210035305185,0.27626325878297375,0.6122298498097984,0.7227280611360697,0.49970683163946344
3,Model A (Raw),0.9733152651146704,0.2698450840058061,0.6244919338354901,0.7047346944327745,0.5149980604876454
3,Model B (Log),0.9733152651146704,0.2698450840058061,0.6247593086227936,0.7044837519633184,0.48759612988094064
4,Model A (Raw),0.9764593491943604,0.2730795605097028,0.6091945759930353,0.7130002344729753,0.5259259519388105
4,Model B (Log),0.9764593491943604,0.2730795605097028,0.6096088507375201,0.7126222249924818,0.49991784222007296
5,Model A (Raw),0.9818204006712434,0.2734633643142613,0.6240166473037827,0.720234845204838,0.5266581714863852
5,Model B (Log),0.9818204006712434,0.2734633643142613,0.6175201838654536,0.7264305191762916,0.505024465248246
6,Model A (Raw),0.9751739837556862,0.2757851175595244,0.6064115744347633,0.7231031187872684,0.5247947556018113
6,Model B (Log),0.9751739837556862,0.2757851175595244,0.6054107181940696,0.7240219247248025,0.4985813824174748
7,Model A (Raw),0.9944680803176297,0.2892908979126788,0.6193327964324847,0.7155443151510235,0.5214946937207549
7,Model B (Log),0.9944680803176297,0.2892908979126788,0.6110053489185325,0.7233285707003997,0.5017824390674673
8,Model A (Raw),0.978384557919616,0.2773944229488293,0.6261425821344365,0.7005520256179371,0.5188298519992225
8,Model B (Log),0.978384557919616,0.2773944229488293,0.623956495020497,0.7025972378234339,0.4930248889321673
9,Model A (Raw),0.9757622364425247,0.2723976973937876,0.6100817629077055,0.7237195779772566,0.5216517238471798
9,Model B (Log),0.9757622364425247,0.2723976973937876,0.6073706786620098,0.7262312148127233,0.4977741580006862
10,Model A (Raw),0.9822888398420107,0.27422870821921763,0.619660605257607,0.7204111613387739,0.5240339093577718
10,Model B (Log),0.9822888398420107,0.27422870821921763,0.6151243686691436,0.7246945318221287,0.4992654450608616
11,Model A (Raw),0.9894560985195798,0.2831343355542138,0.6180451588638556,0.71690453155289,0.5274561410668733
11,Model B (Log),0.9894560985195798,0.2831343355542138,0.6105559883072527,0.72389875756769,0.5062700606254751
12,Model A (Raw),0.9876597897489706,0.2831826230422204,0.6303896605671344,0.7118993895467254,0.5192940980924877
12,Model B (Log),0.9876597897489706,0.2831826230422204,0.6226827859242712,0.7192831296438346,0.4993136506615171
13,Model A (Raw),0.9767935406591304,0.2729294999735488,0.6165264049201227,0.7188909217116958,0.5307237043390202
13,Model B (Log),0.9767935406591304,0.2729294999735488,0.6166231098887844,0.7188002704798561,0.5030850431113307
14,Model A (Raw),0.9689752452470747,0.2706638516935474,0.6222898394561704,0.6984356240555822,0.5137299009489815
14,Model B (Log),0.9689752452470747,0.2706638516935474,0.6235912178561365,0.6972313761995058,0.4849434468627134
15,Model A (Raw),0.9793453151525723,0.2761713942357798,0.6081981107645906,0.7217904183608661,0.5269050871673171
15,Model B (Log),0.9793453151525723,0.2761713942357798,0.6055189902187497,0.7242539963880483,0.5016158250296306
16,Model A (Raw),0.9799233950476767,0.2783661339498307,0.6350736711495788,0.6970746131042032,0.5082663536726871
16,Model B (Log),0.9799233950476767,0.2783661339498307,0.6349197967452472,0.6972215614438877,0.4831018077897661
17,Model A (Raw),0.976284106886693,0.27674037641170657,0.6146035087503389,0.7098848750235133,0.5165482184745225
17,Model B (Log),0.976284106886693,0.27674037641170657,0.6131675954874569,0.7112060928279241,0.4929459086086328
18,Model A (Raw),0.967324743075409,0.267582520361948,0.6046546971985602,0.7160798289969091,0.5249832230234073
18,Model B (Log),0.967324743075409,0.267582520361948,0.6038052362226423,0.7168487207347625,0.49942343811622736
19,Model A (Raw),0.9809375696940466,0.2773073352142841,0.6245058769141585,0.7057207332752253,0.5223043474015728
19,Model B (Log),0.9809375696940466,0.2773073352142841,0.6195837578025378,0.7103311011178675,0.49863047287806217