Length-weighted string kernels for sequence data classification.
Shengfeng TianShaomin MuChuanhuan YinPublished in: Pattern Recognit. Lett. (2007)
Keyphrases
- sequence data
- string kernels
- sequence classification
- protein classification
- grammatical inference
- computational biology
- spam filtering
- text classification
- sequence analysis
- pattern recognition
- classification accuracy
- support vector machine svm
- svm classification
- feature extraction
- decision trees
- support vector machine
- suffix tree
- machine learning
- svm classifier
- edit distance
- machine learning algorithms
- classification method
- support vector
- feature selection
- learning problems
- image classification
- binding sites
- supervised learning
- relation extraction
- dynamic programming
- hidden markov models
- feature vectors
- feature space