Discriminating early- and late-stage cancers using multiple kernel learning on gene sets.
Arezou RahimiMehmet GönenPublished in: Bioinform. (2018)
Keyphrases
- multiple kernel learning
- gene sets
- microarray datasets
- gene selection
- linear combination
- feature selection
- microarray data
- gene ontology
- microarray
- semi supervised learning
- kernel function
- multi task
- statistical significance
- kernel methods
- learning problems
- multiple features
- fold cross validation
- unsupervised learning
- high throughput
- text categorization
- k nearest neighbor