validation_trials.csv

fold_idx,candidate_id,seed,best_epoch,epochs_run,validation_mae_logS,validation_fidelity_star_logS,negative_channel_delta_logS,positive_channel_delta_logS
0,embedding_joint_32,42,118,139,0.735170591024705,-2.5613110823901284,-1.3076739482915514,-3.8149482164887054
0,embedding_joint_64,42,79,100,0.5365116360746784,-2.5787959928869277,-1.3083202582865094,-3.849271727487346
0,embedding_joint_weak_aux,42,92,113,0.7927503600532626,2.099066573121792,2.8019827725000463,1.3961503737435366
0,embedding_split_32,42,140,150,0.6177471419911326,-2.3232569619672905,-0.7240972618845647,-3.9224166620500163
0,embedding_split_64,42,124,145,0.5113070025856112,-2.8856763690740235,-1.5074877609918402,-4.2638649771562065
0,embedding_split_slow,42,135,150,0.7480108487753221,-0.8601941374033215,0.3061199131237324,-2.026508187930376
0,embedding_split_strong_aux,42,78,99,0.5928241559016851,1.7515637248439118,3.2186443649536436,0.28448308473418027
0,ordinal_long,42,59,80,0.8231577770209607,-0.6088082643164333,0.7437902069617852,-1.9614067355946523
1,embedding_joint_32,43,51,72,0.5247551696053867,-2.3666393318491905,-1.138742152461806,-3.5945365112365737
1,embedding_joint_64,43,43,64,0.5297192705088648,-1.0616475760787645,0.42477249394077754,-2.5480676460983074
1,embedding_joint_weak_aux,43,50,71,0.556088827122217,-3.4424032588323352,-2.2741144547759724,-4.610692062888698
1,embedding_split_32,43,58,79,0.4565066797979947,0.6925166608983111,2.38944556452855,-1.0044122427319282
1,embedding_split_64,43,87,108,0.4969388410962861,-1.2067053922018844,0.39189517854455613,-2.8053059629483252
1,embedding_split_slow,43,103,124,0.4879544521200246,-2.8669213643894946,-0.7304961708696689,-5.00334655790932
1,embedding_split_strong_aux,43,62,83,0.5217399432741362,1.209412141724271,2.8646832878302595,-0.4458590043817189
1,ordinal_long,43,123,144,0.5782011034844936,1.3489138711871402,2.712932070787713,-0.015104328413433819
2,embedding_joint_32,44,93,114,0.6782655992006,0.9577359553400844,2.6850144973473293,-0.769542586667161
2,embedding_joint_64,44,85,106,0.6769708620874505,2.1407007819688744,3.643190291195669,0.6382112727420794
2,embedding_joint_weak_aux,44,57,78,0.8380681590030068,0.5487408446647651,1.5501465697699617,-0.45266488044043174
2,embedding_split_32,44,92,113,0.6682677833657515,-0.9519852719359027,0.7157137469679772,-2.6196842908397824
2,embedding_split_64,44,77,98,0.712528321617528,1.576895403551762,3.4193826170380426,-0.2655918099345193
2,embedding_split_slow,44,52,73,0.7452641574960006,-1.886322396500225,-0.26593524921603207,-3.506709543784416
2,embedding_split_strong_aux,44,39,60,0.7019663195861013,1.9854810346247482,3.411702064742271,0.5592600045072246
2,ordinal_long,44,62,83,0.9744751127142656,-1.7697888191050006,-0.1245467478352337,-3.415030890374768
3,embedding_joint_32,45,96,117,0.5350848309537197,2.9089597446262667,4.4628462726851295,1.3550732165674022
3,embedding_joint_64,45,46,67,0.5806883700350498,-1.6970185156808155,0.03762940631094038,-3.4316664376725727
3,embedding_joint_weak_aux,45,56,77,0.6586846176614153,2.6202997374003685,4.329754797215889,0.9108446775848481
3,embedding_split_32,45,68,89,0.5683703841047084,2.6492217180275137,4.1329813646342215,1.1654620714208055
3,embedding_split_64,45,41,62,0.6031639525230895,-2.5363027954201076,-0.9763265415405268,-4.096279049299687
3,embedding_split_slow,45,71,92,0.6100536077580554,-3.1866569568980734,-0.9021619377691938,-5.471151976026955
3,embedding_split_strong_aux,45,122,143,0.5843928151942314,1.1327266358980197,2.829434078775466,-0.5639808069794281
3,ordinal_long,45,64,85,0.7292679104399173,1.9851741338864282,3.7095629776654206,0.26078529010743823
4,embedding_joint_32,46,83,104,0.5912126366128313,2.339909000518155,4.033246900896461,0.6465711001398466
4,embedding_joint_64,46,95,116,0.5304348151734535,-1.6592895231674338,0.3578910998028297,-3.676470146137697
4,embedding_joint_weak_aux,46,135,150,0.660475344099897,-0.5460057101359451,1.0036161752366584,-2.095627595508548
4,embedding_split_32,46,95,116,0.5181490233603944,2.5202292190430016,4.140339763956707,0.9001186741292955
4,embedding_split_64,46,91,112,0.5912624331230812,-1.3513709714207918,0.690842878176468,-3.3935848210180515
4,embedding_split_slow,46,139,150,0.6636143174577267,2.015389453580903,3.7949560813193677,0.2358228258424384
4,embedding_split_strong_aux,46,81,102,0.6075564838470296,1.832629556834013,3.512517612120562,0.152741501547463
4,ordinal_long,46,72,93,0.8051899291099386,0.9340104702081783,2.8463684339803756,-0.9783474935640196