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Table 1 Training and test data used in our work

From: Prediction of 8-state protein secondary structures by a novel deep learning architecture

Label Types TR6614 TR5534 CB513 CASP10 CASP11 CASP12
   Count % Count % Count % Count % Count % Count %
H α-helix 517653 0.352 405560 0.345 26143 0.309 6544 0.297 6330 0.309 3550 0.337
B β-bridge 15321 0.010 12096 0.010 1180 0.014 227 0.010 221 0.011 113 0.011
E β-strand 321156 0.218 255887 0.218 17994 0.212 5225 0.237 5089 0.248 2223 0.211
G 310helix 55994 0.038 46019 0.039 3132 0.037 797 0.036 716 0.035 320 0.030
I π-helix 281 0 209 0 30 0 5 0 0 0 0 0
T Turn 160753 0.109 132980 0.113 10008 0.118 2811 0.128 2299 0.112 1164 0.111
S Bend 118800 0.081 97298 0.083 8310 0.098 1780 0.081 1751 0.085 955 0.091
L Coil 282584 0.192 225493 0.192 17904 0.211 4652 0.211 4092 0.200 2201 0.209
All   1472542   1175542   84701   22041   20498   10526