Structural alignment based kernels for protein structure classification.
Sourangshu BhattacharyaChiranjib BhattacharyyaNagasuma R. ChandraPublished in: ICML (2007)
Keyphrases
- protein structure
- protein sequences
- protein classification
- protein structure alignment
- support vector
- classification accuracy
- protein structural
- molecular biology
- feature space
- sequence alignment
- high quality
- protein function prediction
- support vector machine
- amino acids
- pairwise
- kernel machines
- svm classification
- protein structure prediction
- machine learning methods
- support vector machine svm
- text classification
- protein backbone
- feature set