Comparison of Explainable Machine-Learning Models for Decision-Making in Health Intensive Care Using SHapley Additive exPlanations.
Igor Pereira VidalMarluce Rodrigues PereiraAndré Pimenta FreireUanderson ResendeErick Galani MazieroPublished in: SBSI (2023)
Keyphrases
- intensive care
- machine learning models
- health care
- decision making
- decision support system
- decision support
- machine learning algorithms
- decision makers
- machine learning
- machine learning approaches
- spam filtering
- data mining
- information systems
- multi class
- patient data
- classification trees
- case based reasoning
- learning models