summary.csv

split,model,method,rmse_mean,rmse_std,mae_mean,mae_std,r2_mean,r2_std,coverage_mean,coverage_std,mean_width_mean,mean_width_std,interval_score_mean,interval_score_std,training_seconds_mean,training_seconds_std
random,gnn,absolute,0.6435958225654282,0.06396616077980648,0.48367763143668446,0.04487880528246251,0.8956417611554924,0.01859708947270145,0.8888888888888888,0.05335051452281255,2.0809218486150107,0.2932038419419409,2.8970492577268963,0.4957253550614818,33.75023516666503,8.874822924844784
random,gnn,scaled,0.6435958225654282,0.06396616077980648,0.48367763143668446,0.04487880528246251,0.8956417611554924,0.01859708947270145,0.8908730158730158,0.04051701955686933,2.351305882136027,0.2870876933759223,3.022883715071375,0.20928610078888774,33.75023516666503,8.874822924844784
random,gnn_3d,absolute,0.6052404963486206,0.08437456940554151,0.44340747242616046,0.05249628252985764,0.9075331264289935,0.021588491869210774,0.9107142857142857,0.08052231701469459,2.012051979700724,0.30854834663106256,2.8275711900090417,0.4516209795909097,40.82428113333299,6.5836341611973515
random,gnn_3d,scaled,0.6052404963486206,0.08437456940554151,0.44340747242616046,0.05249628252985764,0.9075331264289935,0.021588491869210774,0.8968253968253969,0.055306983590342654,2.098007003466288,0.25437954750352154,2.842400441765785,0.2658494420789731,40.82428113333299,6.5836341611973515
random,gnn_descriptors,absolute,0.5929981627264685,0.03913767135106791,0.4358586832694414,0.025066811054170135,0.911649992193647,0.0106490141155259,0.875,0.07783748113465493,1.9672525723775227,0.3896569739542397,2.7198788190455665,0.33133130191632454,41.071050333332096,2.2425037131516774
random,gnn_descriptors,scaled,0.5929981627264685,0.03913767135106791,0.4358586832694414,0.025066811054170135,0.911649992193647,0.0106490141155259,0.878968253968254,0.04991962549765529,2.050433397293091,0.31187276150541565,2.7310938766362174,0.1800325953506671,41.071050333332096,2.2425037131516774
random,gnn_no_bonds,absolute,0.5978270215726472,0.03336115253224019,0.44201353881897637,0.01678734475327128,0.9103413872528087,0.008004236887670275,0.8869047619047619,0.09579450559185167,2.0357486406962075,0.4827332058081196,2.7778542020207357,0.2609716152357477,42.01124513333343,5.18636813925477
random,gnn_no_bonds,scaled,0.5978270215726472,0.03336115253224019,0.44201353881897637,0.01678734475327128,0.9103413872528087,0.008004236887670275,0.873015873015873,0.09342267751582184,2.184079170227051,0.5104422326396861,2.974474608235889,0.3418407142875061,42.01124513333343,5.18636813925477
random,mean,absolute,2.002543740556878,0.11291623543325474,1.61482718784847,0.0978836109631533,-0.0031411180754356374,0.0020819653655175705,0.9226190476190476,0.01030982623552906,7.318532625834147,0.33244473327188806,8.292994414965312,0.5047742109704034,0.00011546666549596314,3.528545328017609e-05
random,mean,scaled,2.002543740556878,0.11291623543325474,1.61482718784847,0.0978836109631533,-0.0031411180754356374,0.0020819653655175705,0.9226190476190476,0.01030982623552906,7.318532625834147,0.33244473327188806,8.292994414965312,0.5047742109704034,0.00011546666549596314,3.528545328017609e-05
random,rf_descriptors,absolute,0.704775947000067,0.06363341677755556,0.5156527320665009,0.03510151726357924,0.8755479256295512,0.01470275022710053,0.8888888888888888,0.054010545987365904,2.130088357495256,0.3058592937645286,3.342251702082738,0.6172430288962759,1.497241266668425,0.09749129560325602
random,rf_descriptors,scaled,0.704775947000067,0.06363341677755556,0.5156527320665009,0.03510151726357924,0.8755479256295512,0.01470275022710053,0.8968253968253969,0.07653691080153135,2.2264392215440236,0.45537663908954124,3.1729742395150655,0.2960402264720376,1.497241266668425,0.09749129560325602
random,rf_fingerprints,absolute,1.1989034056064025,0.049605632618583105,0.895165400174096,0.005509287105352795,0.6355186648059266,0.07300059608605917,0.9126984126984127,0.013746434980705439,4.214716601687571,0.15726980280657812,5.402959017636506,0.5573109956901243,12.40603726666935,0.44907923550740414
random,rf_fingerprints,scaled,1.1989034056064025,0.049605632618583105,0.895165400174096,0.005509287105352795,0.6355186648059266,0.07300059608605917,0.9265873015873015,0.024781738088882524,4.256393229100579,0.3650553489734065,5.412043567612294,0.744511324070428,12.40603726666935,0.44907923550740414
random,ridge,absolute,0.9789802813173064,0.027914747943274542,0.7747992494655033,0.013484829852698147,0.7595171982126215,0.016143404395843136,0.9265873015873015,0.04051701955686934,3.473954995473226,0.4772939431864836,4.227818713717991,0.038771163865154994,0.00904889999947045,0.001285840692492529
random,ridge,scaled,0.9789802813173064,0.027914747943274542,0.7747992494655033,0.013484829852698147,0.7595171982126215,0.016143404395843136,0.9265873015873015,0.04051701955686934,3.4739551544189453,0.47729407838284227,4.227818713717991,0.03877118559740586,0.00904889999947045,0.001285840692492529
scaffold,gnn,absolute,0.7853067339391707,0.05897895036008851,0.5959932192712427,0.047113723132082175,0.880595174049866,0.0075939479184953885,0.9141716566866268,0.03297946435500658,2.705287456512451,0.20522207614044635,3.494644332779144,0.2485255831842523,38.83134716666731,6.031298283164305
scaffold,gnn,scaled,0.7853067339391707,0.05897895036008851,0.5959932192712427,0.047113723132082175,0.880595174049866,0.0075939479184953885,0.8982035928143711,0.04676796213117754,3.2270849545796714,0.36211773452412505,4.115790747463585,0.2462561983588788,38.83134716666731,6.031298283164305
scaffold,gnn_3d,absolute,0.8071740709574113,0.09075697253978787,0.5909944826516801,0.05723001395334484,0.8731057486816612,0.023566926130119834,0.9001996007984032,0.055638163132799845,2.6690125465393066,0.3283155317045687,3.722875564198294,0.5539830837549691,42.51667823333264,8.218583764855506
scaffold,gnn_3d,scaled,0.8071740709574113,0.09075697253978787,0.5909944826516801,0.05723001395334484,0.8731057486816612,0.023566926130119834,0.9181636726546906,0.028298297163189278,3.1281543572743735,0.1519128497327434,3.8039416320595194,0.5726408745083335,42.51667823333264,8.218583764855506
scaffold,gnn_descriptors,absolute,0.7638104599866599,0.06317782737986095,0.5720084539400246,0.031582183396668136,0.886657573277518,0.014263220695038208,0.9141716566866268,0.02420031068459508,2.6189797719319663,0.08802635674836941,3.469838356733798,0.372872981177031,42.51056266666516,4.991299533861257
scaffold,gnn_descriptors,scaled,0.7638104599866599,0.06317782737986095,0.5720084539400246,0.031582183396668136,0.886657573277518,0.014263220695038208,0.93812375249501,0.01829371534912506,3.120283603668213,0.4864696559490703,3.7446132989224794,0.5365595121568041,42.51056266666516,4.991299533861257
scaffold,gnn_no_bonds,absolute,0.7624083997435953,0.09958971898147867,0.5653107129572453,0.060742038059335285,0.8866408363403133,0.024751059673890102,0.9141716566866268,0.03508661842564259,2.595155874888102,0.2109238692647636,3.4725990843820473,0.5192509872531509,40.56551496666361,10.705076456185846
scaffold,gnn_no_bonds,scaled,0.7624083997435953,0.09958971898147867,0.5653107129572453,0.060742038059335285,0.8866408363403133,0.024751059673890102,0.9301397205588823,0.029538220732432632,3.1362133026123047,0.3319268775407572,3.788713115218157,0.6654280859000725,40.56551496666361,10.705076456185846
scaffold,mean,absolute,2.9153254331508798,0.033399817491576396,2.356174935521718,0.04305247047435208,-0.6570722972888136,0.19681929922702096,0.8243512974051898,0.022670292797605896,8.317567825317383,0.7236496534817883,12.742916455906547,0.47443473695740934,9.469999592207994e-05,8.94371341390675e-06
scaffold,mean,scaled,2.9153254331508798,0.033399817491576396,2.356174935521718,0.04305247047435208,-0.6570722972888136,0.19681929922702096,0.8243512974051898,0.022670292797605896,8.317567825317383,0.7236496534817883,12.742916455906547,0.47443473695740934,9.469999592207994e-05,8.94371341390675e-06
scaffold,rf_descriptors,absolute,0.8250396575186189,0.024453851392631103,0.6023502773969093,0.010287868379680685,0.8668059223898537,0.022001548717754296,0.934131736526946,0.021590127397987966,3.1112677891971092,0.22800932839090518,3.8025348805944255,0.16656041386620188,1.4427979333340772,0.2420224370262351
scaffold,rf_descriptors,scaled,0.8250396575186189,0.024453851392631103,0.6023502773969093,0.010287868379680685,0.8668059223898537,0.022001548717754296,0.93812375249501,0.018293715349125085,3.372692116303885,0.352189904646747,3.8960595261426754,0.1994170667315764,1.4427979333340772,0.2420224370262351
scaffold,rf_fingerprints,absolute,2.146638495766983,0.04216550205526825,1.7352774335007457,0.05977771873961475,0.1046580105003287,0.056123163234692006,0.8023952095808383,0.06748160281188405,5.8497271096939825,0.9783698126567414,9.156038469914897,0.7204834669057606,9.577224366667602,0.5528222260441187
scaffold,rf_fingerprints,scaled,2.146638495766983,0.04216550205526825,1.7352774335007457,0.05977771873961475,0.1046580105003287,0.056123163234692006,0.7924151696606786,0.0724361170124713,7.814780419186398,2.5118071820581425,13.191929652218542,0.031131921865063746,9.577224366667602,0.5528222260441187
scaffold,ridge,absolute,1.0756199385369525,0.061540090665427385,0.8353282027406368,0.02721974929360037,0.7754788969414297,0.017120238019270834,0.9101796407185629,0.029940119760479014,3.2869041760762534,0.3372494774798831,4.524015051599986,0.5632112171050798,0.009105633333092555,0.002563686296577253
scaffold,ridge,scaled,1.0756199385369525,0.061540090665427385,0.8353282027406368,0.02721974929360037,0.7754788969414297,0.017120238019270834,0.9101796407185629,0.029940119760479014,3.2869040966033936,0.33724961142554793,4.524015056834725,0.5632111615771692,0.009105633333092555,0.002563686296577253