Detecting Succinylation sites from protein sequences using ensemble support vector machine.
Qiao NingXiaosa ZhaoLingling BaoZhiqiang MaXiaowei ZhaoPublished in: BMC Bioinform. (2018)
Keyphrases
- protein sequences
- support vector machine
- structural motifs
- remote homology detection
- computational biology
- training data
- protein structure
- protein classification
- amino acids
- biological sequences
- sequence analysis
- secondary structure
- feature selection
- website
- protein families
- experimentally determined
- amino acid sequences
- protein function
- protein structure and function
- ensemble learning
- training set
- support vector
- ensemble methods
- multi class
- sequence databases
- multiple sequence alignment
- protein secondary structure
- svm classifier
- protein structure prediction
- multiple alignment
- random forest
- feature space
- support vector machine svm
- kernel function
- machine learning
- feature vectors
- sequence alignment
- molecular biology
- amino acid composition
- feature extraction
- genetic algorithm