An application of kernel methods to variety identification based on SSR markers genetic fingerprinting.
Florian MartinPublished in: BMC Bioinform. (2011)
Keyphrases
- kernel methods
- kernel function
- support vector
- support vector machine
- learning problems
- machine learning
- feature space
- kernel matrix
- reproducing kernel hilbert space
- learning tasks
- kernel pca
- similarity function
- graph kernels
- genetic linkage
- active learning
- real world
- kernel fisher discriminant analysis
- linkage analysis
- kernel matrices
- multiple kernel
- high dimensional feature space
- learning frameworks
- positive semidefinite
- kernel trick
- semi supervised
- decision trees
- similarity measure
- multiple kernel learning
- feature vectors
- special case