A sparse autoencoder-based deep neural network for protein solvent accessibility and contact number prediction

BMC Bioinformatics

Table 1 Prediction accuracy of 3-state solvent accessibility and 15-state contact number using DeepSacon method based on different feature schemes

Model	Feature	Q ₃	Q ₁₅
1	Evolution+Structure	0.678	0.316
2	Evolution+Amino acid	0.687	0.304
3	Structure+Amino acid	0.641	0.286
4	Evolution+Structure+Amino acid	0.7	0.33

ISSN: 1471-2105