Fast Classification of Protein Structures by an Alignment-Free Kernel.
Taku OnoderaTetsuo ShibuyaPublished in: SPIRE (2016)
Keyphrases
- protein structure
- protein structure alignment
- support vector
- protein sequences
- classification accuracy
- protein classification
- feature space
- sequence alignment
- kernel function
- support vector machine
- feature extraction
- feature vectors
- molecular biology
- decision trees
- secondary structure
- pairwise
- amino acid sequences
- feature set
- machine learning
- fine grained
- kernel machines