Grammatical evolution support vector machines for predicting human genetic disease association.
Skylar W. MarvelAlison A. Motsinger-ReifPublished in: GECCO (Companion) (2012)
Keyphrases
- gene gene interactions
- complex diseases
- grammatical evolution
- support vector
- single nucleotide polymorphisms
- genome wide
- learning machines
- genetic programming
- decision trees
- genome wide association studies
- human genome
- high throughput
- computational approaches
- logistic regression
- automatic programming
- biological data
- genetic algorithm
- feature selection
- generalization ability
- cross validation
- kernel function
- support vector machine
- gene sets
- sequence data
- dna sequences
- genetic variation