Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium.
Urszula Alina SnigurskaSarah E. SerLaurence M. SolbergMattia ProsperiTanja MagocZhaoyi ChenJiang BianRagnhildur I. BjarnadottirRobert J. LuceroPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- variable selection
- prediction model
- stepwise regression
- ls svm
- regression model
- cross validation
- input variables
- linear models
- pattern recognition
- fuzzy neural network
- neural network
- dimension reduction
- exponential smoothing
- hospital information systems
- logistic regression models
- stochastic search
- model selection
- artificial neural networks
- high dimensional
- support vector
- face recognition
- feature selection
- machine learning
- data mining