A novel variational Bayesian method for variable selection in logistic regression models.
Chun-Xia ZhangShuang XuJiang-She ZhangPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- logistic regression models
- variable selection
- bayesian methods
- model selection
- cross validation
- hyperparameters
- input variables
- linear models
- bayesian framework
- high dimensional
- gaussian processes
- ls svm
- regression model
- dimension reduction
- high dimensional data
- gaussian process
- optical flow
- image segmentation
- model averaging
- machine learning
- sample size
- logistic regression
- parameter estimation
- support vector
- feature selection
- learning algorithm
- image processing