Conotoxin Protein Classification Using Free Scores of Words and Support Vector Machines.
Nazar ZakiStefan WolfsheimerGrégory NuelSawsan KhuriPublished in: BMC Bioinform. (2011)
Keyphrases
- protein classification
- support vector
- learning machines
- string kernels
- kernel methods
- protein sequences
- support vector machine
- kernel function
- cross validation
- feature selection
- keywords
- svm classifier
- remote homology detection
- multi class
- classification accuracy
- hyperplane
- generalization ability
- ensemble learning
- training algorithm
- binary classification
- training examples