An overview of methods to evaluate uncertainty of deterministic models in decision support.
Laura UusitaloAnnukka LehikoinenInari HelleKai MyrbergPublished in: Environ. Model. Softw. (2015)
Keyphrases
- decision support
- predictive power
- statistical models
- machine learning
- qualitative and quantitative
- probabilistic model
- predictive model
- decision support system
- empirical studies
- uncertain data
- machine learning algorithms
- benchmark datasets
- feature selection
- complex systems
- data mining
- monte carlo simulation
- mathematical models
- social networks
- linear regression
- machine learning methods
- search space
- parameter estimation
- metadata
- data management
- knowledge management
- data warehouse