Empirical evaluation of performance degradation of machine learning-based predictive models - A case study in healthcare information systems.
Zachary YoungRobert SteelePublished in: Int. J. Inf. Manag. Data Insights (2022)
Keyphrases
- empirical evaluation
- information systems
- machine learning
- machine learning algorithms
- probabilistic model
- model selection
- inductive learning
- artificial intelligence
- machine learning methods
- information technology
- knowledge representation
- statistical methods
- information extraction
- predictive model
- computational models
- classification models
- knowledge acquisition
- conceptual models
- data mining models
- health care
- learning systems
- databases
- decision support system
- text mining
- support vector machine
- pattern recognition
- data mining