The Consequences of the Framing of Machine Learning Risk Prediction Models: Evaluation of Sepsis in General Wards.
Simon Meyer LauritsenBo ThiessonMarianne Johansson JørgensenAnders Hammerich RiisUlrick Skipper EspelundJesper Bo WeileJeppe LangePublished in: CoRR (2021)
Keyphrases
- machine learning
- prediction model
- special case
- machine learning approaches
- data mining
- model selection
- prediction accuracy
- statistical methods
- machine learning methods
- probabilistic model
- pattern recognition
- natural language processing
- information extraction
- parameter estimation
- complex systems
- computer vision
- prior knowledge
- computational models
- prediction error
- cumulative prospect theory
- models built
- predictive modeling
- autoregressive
- learning models
- decision making
- statistical models
- regression model
- machine learning algorithms
- knowledge acquisition