Determination of sample size for a multi-class classifier based on single-nucleotide polymorphisms: a volume under the surface approach.
Xinyu LiuYupeng WangT. N. SriramPublished in: BMC Bioinform. (2014)
Keyphrases
- multi class
- sample size
- single nucleotide polymorphisms
- statistical tests
- model selection
- support vector machine
- pairwise
- upper bound
- feature selection
- statistical power
- generalization error
- base classifiers
- machine learning
- genome wide
- high throughput
- worst case
- data sets
- human genome
- support vector
- dna sequences
- cross validation
- computational approaches