Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests - Nguyen, Thanh-Tung; Huang, Joshua Zhexue; Wu, Qingyao; Nguyen, Thuy Thi; Li, Mark Junjie (BMC genomics, 2015)
Keywords: Algorithms; Alzheimer Disease - genetics; Animal Genetics and Genomics; Biomedical and Life Sciences; Computational Biology - methods; Genetic Predisposition to Disease - genetics; Genome-Wide Association Study - classification; Genome-Wide Association Study - methods; Genome-Wide Association Study - statistics & numerical data; Humans; Life Sciences; Machine Learning; Microarrays; Microbial Genetics and Genomics; Models, Genetic; Parkinson Disease - genetics; Plant Genetics and Genomics; Polymorphism, Single Nucleotide; Proceedings; Proteomics; Reproducibility of Results; Random Forests; Genome-wide association study; Data mining; SNPs Selection