String Kernels with Feature Selection for SVM Protein Classification.
Wen-Yun YangBao-Liang LuPublished in: APBC (2008)
Keyphrases
- string kernels
- protein classification
- feature selection
- support vector machine
- multiple kernel learning
- svm classifier
- support vector
- svm classification
- grammatical inference
- computational biology
- support vector machine svm
- spam filtering
- multi class
- kernel function
- text classification
- machine learning
- kernel methods
- classification accuracy
- relation extraction
- knn
- learning machines
- feature space
- protein sequences
- suffix tree
- remote homology detection
- edit distance
- multi task
- generalization ability
- feature set
- feature extraction
- feature vectors
- binary classification
- k nearest neighbor
- model selection
- training data