Improving classification performance using genetic programming to evolve string kernels.
Ruba SultanHashem TamimiYaqoub AshhabPublished in: Int. Arab J. Inf. Technol. (2019)
Keyphrases
- string kernels
- genetic programming to evolve
- protein classification
- classification accuracy
- support vector machine
- feature space
- pattern recognition
- spam filtering
- computational biology
- classification method
- feature selection
- grammatical inference
- classification models
- kernel methods
- training set
- support vector
- decision trees
- machine learning
- training samples
- support vector machine svm
- svm classifier
- cross validation
- linear combination
- text classification
- protein sequences
- supervised learning
- generalization ability
- dynamic programming
- feature extraction