seed,model,skew_before,skew_after,r2,rmse,mae
0,Model A (Raw),1.5687926514922281,-0.10489383128992844,0.7538670147357728,6434.815112207675,4367.822269332984
0,Model B (Log),1.5687926514922281,-0.10489383128992844,0.569136080925691,8513.756546280065,4598.64245534173
1,Model A (Raw),1.4483742580886703,-0.10982004859478242,0.7543674563871714,5636.930229735041,3842.6849661285046
1,Model B (Log),1.4483742580886703,-0.10982004859478242,0.5814270264383,7358.432296210109,3569.7483520950063
2,Model A (Raw),1.491085263663125,-0.08697594524246671,0.7163306834046037,6545.575394595819,4435.237409560867
2,Model B (Log),1.491085263663125,-0.08697594524246671,0.5269697870883396,8452.517695283588,4272.94112421735
3,Model A (Raw),1.565868064456495,-0.08255145840330799,0.7603674435927948,5947.114166157614,4161.321860598207
3,Model B (Log),1.565868064456495,-0.08255145840330799,0.42255705656711673,9231.832252299351,4749.878085441486
4,Model A (Raw),1.4753725431439417,-0.09973282432185841,0.7246733882855155,5880.120856348619,4057.162187032332
4,Model B (Log),1.4753725431439417,-0.09973282432185841,0.4073203783490764,8627.245462718234,4128.797666056163
5,Model A (Raw),1.4889893956322362,-0.06859254562523674,0.7211191611151844,6418.6790275831945,4340.792309622237
5,Model B (Log),1.4889893956322362,-0.06859254562523674,0.490567251927295,8675.205086843802,4455.818549333138
6,Model A (Raw),1.5402584755604387,-0.07508779437274885,0.7621587950236781,5730.787286141176,4056.0848344175115
6,Model B (Log),1.5402584755604387,-0.07508779437274885,0.5634201868120668,7764.304619010875,3997.33793092536
7,Model A (Raw),1.5435765027846104,-0.13379712649654146,0.7429421906985832,6443.939008104457,4343.09088813942
7,Model B (Log),1.5435765027846104,-0.13379712649654146,0.6024173466484589,8014.007305606027,4235.30872266673
8,Model A (Raw),1.5946493086970608,-0.020662559450100912,0.7094360321473048,6490.96184380579,4530.47044390024
8,Model B (Log),1.5946493086970608,-0.020662559450100912,0.46140315375362995,8837.309813176076,4971.650060087547
9,Model A (Raw),1.481435946199651,-0.08488679200159518,0.7055693865834269,6069.42740427422,4069.5452389256566
9,Model B (Log),1.481435946199651,-0.08488679200159518,0.4838363147443212,8036.185676358196,3896.6617187832117
10,Model A (Raw),1.505098636332208,-0.08139072896978479,0.7349989759911479,5989.257218627372,4021.0094609590255
10,Model B (Log),1.505098636332208,-0.08139072896978479,0.4905542361040014,8304.207004951684,4109.202504854529
11,Model A (Raw),1.4970783139163057,-0.10722142950348576,0.8158697943381048,4913.242644176268,3604.084465653333
11,Model B (Log),1.4970783139163057,-0.10722142950348576,0.6300581248508322,6964.219330423133,3460.8226107862265
12,Model A (Raw),1.488273100639718,-0.10886250140821502,0.7372762812560131,6861.585343026096,4650.045693018426
12,Model B (Log),1.488273100639718,-0.10886250140821502,0.5667233223807295,8811.654984628616,4600.075154561294
13,Model A (Raw),1.4951447848958501,-0.08607087620643068,0.7563585061209692,5618.619588379307,3954.221042775568
13,Model B (Log),1.4951447848958501,-0.08607087620643068,0.592925622094583,7262.579275770797,3672.628824223896
14,Model A (Raw),1.496644860836953,-0.07776903497896952,0.6704274155597751,6153.603957268777,4273.672370981547
14,Model B (Log),1.496644860836953,-0.07776903497896952,0.41397598165494376,8205.625857281851,4214.201388369476
15,Model A (Raw),1.5168759571272832,-0.11085516562602223,0.7925550662284919,5529.208097518119,3967.2529497831615
15,Model B (Log),1.5168759571272832,-0.11085516562602223,0.6291854824354461,7392.475318786323,3735.726366715527
16,Model A (Raw),1.5458943099632947,-0.056937924973625084,0.7379842365104271,6366.446245764772,4437.3729093581005
16,Model B (Log),1.5458943099632947,-0.056937924973625084,0.6002604953681516,7863.608824133304,4245.492463333268
17,Model A (Raw),1.5036821391934607,-0.07837668163760668,0.7458349821219004,5583.620272665335,4108.208111358129
17,Model B (Log),1.5036821391934607,-0.07837668163760668,0.49014904928417724,7908.235689339628,4114.048478895071
18,Model A (Raw),1.5118010527863572,-0.07742226426247498,0.7174744627574803,6386.468677303597,4432.038462072621
18,Model B (Log),1.5118010527863572,-0.07742226426247498,0.5478888175254502,8078.943227610023,4305.457618994431
19,Model A (Raw),1.5094229404524553,-0.08033026980938167,0.7514843930894772,6309.827330830211,4419.4750850951405
19,Model B (Log),1.5094229404524553,-0.08033026980938167,0.5964606213806751,8040.5100929353275,4311.5567035651975