Genomes by Support Vector Machines.
Xing XuYongmei JiGary D. StormoPublished in: PLoS Comput. Biol. (2009)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector machine
- kernel function
- logistic regression
- generalization ability
- comparative analysis
- binary classification
- classification accuracy
- genomic data
- cross validation
- human genome
- maximum margin
- machine intelligence
- sequence data
- radial basis function
- svm classifier
- loss function
- sequence analysis
- feature selection
- artificial intelligence
- phylogenetic analysis
- kernel methods
- model selection
- multi class
- training data
- face recognition