ML models for severity classification and length-of-stay forecasting in emergency units.
Jonathan Moya-CarvajalFrancisco Pérez-GalarceCarla TaramascoCésar A. AstudilloAlfredo Candia-VéjarPublished in: Expert Syst. Appl. (2023)
Keyphrases
- classification models
- classification accuracy
- model selection
- decision trees
- machine learning
- machine learning algorithms
- feature extraction
- pattern recognition
- decision making
- support vector machine svm
- machine learning methods
- pattern classification
- preprocessing
- feature space
- processing units
- text classification
- feature selection
- forecasting model
- classification systems
- hybrid model
- data sets
- classification method
- classification algorithm
- decision rules
- image classification
- prior knowledge