Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic.
Simone Maria KagerbauerBernhard UlmArmin Horst PodtschaskeDimislav Ivanov AndonovManfred BlobnerBettina JungwirthMartin GraessnerPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- prediction model
- probabilistic model
- high level
- theoretical analysis
- formal model
- data structure
- statistical methods
- prior knowledge
- computational cost
- statistical model
- management system
- conceptual model
- regression model
- computational model
- evolutionary algorithm
- computational complexity
- objective function
- similarity measure