A novel k-mer mixture logistic regression for methylation susceptibility modeling of CpG dinucleotides in human gene promoters.
Youngik YangKenneth P. NephewSun KimPublished in: BMC Bioinform. (2012)
Keyphrases
- logistic regression
- escherichia coli
- credit scoring
- gene regulation
- support vector
- naive bayes
- gene expression
- decision trees
- loss function
- fold cross validation
- odds ratio
- logistic regression models
- chi square
- breast cancer
- linear support vector machines
- gene expression data
- survival analysis
- microarray
- predictor variables
- belief nets
- systems biology
- high throughput
- classification accuracy
- pairwise
- logistic model
- chi square test