Estimating Phred scores of Illumina base calls by logistic regression and sparse modeling.
Sheng ZhangBo WangLin WanLei M. LiPublished in: BMC Bioinform. (2017)
Keyphrases
- logistic regression
- generalized linear models
- decision trees
- naive bayes
- support vector
- credit scoring
- loss function
- linear support vector machines
- logistic regression models
- linear svm
- odds ratio
- high dimensional
- class membership probabilities
- statistical analysis
- fold cross validation
- machine learning
- co occurrence
- text categorization