EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms.
Trisevgeni RapakouliaKonstantinos A. TheofilatosDimitris KleftogiannisSpiridon LikothanasisAthanasios K. TsakalidisSeferina MavroudiPublished in: Bioinform. (2014)
Keyphrases
- ensemble methods
- single nucleotide polymorphisms
- prediction accuracy
- benchmark datasets
- high throughput
- machine learning methods
- decision trees
- genome wide
- random forest
- ensemble learning
- base classifiers
- human genome
- dna sequences
- statistical methods
- computational approaches
- genomic data
- ensemble classifier
- gene sets
- computational methods
- highly correlated
- genetic programming