Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression.
Milos JovanovicSandro RadovanovicMilan VukicevicSven Van PouckeBoris DelibasicPublished in: Artif. Intell. Medicine (2016)
Keyphrases
- logistic regression
- predictive power
- logistic regression models
- prognostic models
- logistic model
- generalized linear models
- chi square
- decision trees
- tree models
- nonlinear models
- classification trees
- artificial neural network models
- regression methods
- variable selection
- support vector
- credit scoring
- linear regression
- model selection
- classification and regression trees
- least squares
- random forests
- probabilistic model
- odds ratio
- linear support vector machines
- chi square test
- belief nets
- naive bayes
- regression model
- data sets
- predictor variables
- breast cancer
- high dimensional
- linear models
- machine learning