Mismatch String Kernels for SVM Protein Classification.
Christina S. LeslieEleazar EskinJason WestonWilliam Stafford NoblePublished in: NIPS (2002)
Keyphrases
- string kernels
- protein classification
- support vector machine
- svm classifier
- spam filtering
- grammatical inference
- svm classification
- computational biology
- multiple kernel learning
- kernel methods
- support vector machine svm
- kernel function
- suffix tree
- edit distance
- relation extraction
- learning machines
- support vector
- protein sequences
- secondary structure
- multi class
- machine learning
- remote homology detection
- text classification
- image classification
- domain specific
- context free grammars
- kernel density estimation
- feature vectors
- feature space