Variable Selection via Generalized SELO-Penalized Cox Regression Models.
Yueyong ShiDeyi XuYongxiu CaoYuling JiaoPublished in: J. Syst. Sci. Complex. (2019)
Keyphrases
- regression model
- variable selection
- model selection
- cross validation
- input variables
- generalized linear
- regression analysis
- linear models
- high dimensional
- hyperparameters
- proportional hazards model
- prediction model
- regression methods
- linear model
- machine learning
- dimension reduction
- gaussian process
- logistic regression models
- ls svm
- survival analysis
- unsupervised learning
- regression trees
- feature selection
- data mining
- high dimensional data
- target variable
- decision trees
- feature extraction
- pattern recognition
- dimensionality reduction