DeepSVM-fold: protein fold recognition by combining support vector machines and pairwise sequence similarity scores generated by deep learning networks.
Bin LiuChen-Chen LiKe YanPublished in: Briefings Bioinform. (2020)
Keyphrases
- similarity scores
- pairwise
- deep learning
- protein fold recognition
- multi class
- support vector
- similarity measure
- conditional random fields
- unsupervised learning
- key features
- higher order
- mental models
- semi supervised
- machine learning
- similarity function
- support vector machine
- markov random field
- weakly supervised
- sequence alignment
- kernel methods
- protein structure prediction