The Spectrum Kernel: A String Kernel for SVM Protein Classification.
Christina S. LeslieEleazar EskinWilliam Stafford NoblePublished in: Pacific Symposium on Biocomputing (2002)
Keyphrases
- string kernels
- protein classification
- support vector machine
- computational biology
- svm classification
- svm classifier
- grammatical inference
- spam filtering
- kernel function
- multiple kernel learning
- support vector machine svm
- support vector
- kernel methods
- suffix tree
- edit distance
- learning machines
- relation extraction
- secondary structure
- feature vectors
- feature space
- machine learning
- pattern matching
- image classification
- training data