layer,test_acc,test_acc_std,auroc,above_chance
0,0.6442028985507247,0.016548097458940914,0.5,0.0001351019405551046
1,0.5094202898550725,0.05534590772772113,0.45833333333333337,-0.13464750675509707
2,0.46557971014492755,0.06631523629609828,0.45206766917293234,-0.178488086465242
3,0.49891304347826093,0.08037927318180897,0.474937343358396,-0.14515475313190862
4,0.541304347826087,0.06403312850309378,0.48527568922305764,-0.1027634487840825
5,0.5329710144927536,0.07590039239172212,0.46240601503759393,-0.11109678211741592
6,0.5257246376811595,0.05942912624293531,0.5216165413533835,-0.11834315892901004
7,0.5246376811594203,0.0666568203188695,0.5021929824561404,-0.11943011545074922
8,0.5159420289855073,0.07451269963608446,0.47744360902255645,-0.1281257676246622
9,0.5072463768115942,0.0715614106676523,0.5307017543859649,-0.13682141979857532
10,0.592391304347826,0.06218810013468567,0.5607769423558897,-0.0516764922623435
11,0.567391304347826,0.0645436210404501,0.568295739348371,-0.07667649226234352
12,0.5840579710144927,0.07539889023456006,0.5961779448621554,-0.0600098255956768
13,0.5163043478260869,0.04073469368856579,0.525375939849624,-0.12776344878408263
14,0.5083333333333333,0.05170633881488797,0.5209899749373434,-0.13573446327683625
15,0.48260869565217385,0.03656728813634821,0.5028195488721804,-0.1614591009579957
16,0.5739130434782609,0.13328902067678444,0.5823934837092732,-0.07015475313190866
17,0.5822463768115942,0.14242218568399115,0.5895989974937343,-0.06182141979857536
18,0.557608695652174,0.11564954048797974,0.5657894736842105,-0.08645910095799558
19,0.5826086956521739,0.11345035472296898,0.5936716791979949,-0.06145910095799567
20,0.6003623188405797,0.08060759605063782,0.5874060150375939,-0.043705477769589884
21,0.6507246376811594,0.09371669400677639,0.6669799498746868,0.0066568410709898496
22,0.6260869565217391,0.04969979188255724,0.649749373433584,-0.017980840088430483
23,0.6514492753623189,0.05651012515387428,0.6553884711779449,0.00738147875214934
24,0.6510869565217391,0.07490104092418871,0.6597744360902256,0.007019159911569539
25,0.6173913043478261,0.0672723744099178,0.6359649122807017,-0.026676492262343476
26,0.5916666666666666,0.0776039254816245,0.6156015037593985,-0.05240112994350299
27,0.6007246376811594,0.05104196806232787,0.6124686716791979,-0.043343158929010195
28,0.6260869565217392,0.07867075966838691,0.6347117794486216,-0.017980840088430372