A Novel Hybrid GA/SVM System for Protein Sequences Classification.
Xing-Ming ZhaoDe-Shuang HuangYiu-ming CheungHong-Qiang WangXin HuangPublished in: IDEAL (2004)
Keyphrases
- protein sequences
- support vector machine svm
- support vector
- protein classification
- support vector machine
- svm classifier
- hybrid ga
- classification algorithm
- classification method
- svm classification
- computational biology
- feature selection
- remote homology detection
- string kernels
- classification accuracy
- feature vectors
- secondary structure
- feature space
- amino acid composition
- machine learning
- multi class
- multiple sequence alignment
- amino acids
- protein structure
- biological sequences
- amino acid sequences
- feature extraction
- training set
- image classification
- fold cross validation
- genetic algorithm ga
- training data
- decision trees
- protein structure and function
- multiple kernel learning
- pairwise
- artificial neural networks