Rough Set Model Selection for Practical Decision Making.
Joseph P. HerbertJingtao YaoPublished in: FSKD (3) (2007)
Keyphrases
- model selection
- rough sets
- decision making
- rough set theory
- cross validation
- decision rules
- hyperparameters
- data mining
- regression model
- fuzzy sets
- fuzzy logic
- attribute reduction
- rough sets theory
- machine learning
- generalization error
- selection criterion
- information entropy
- model selection criteria
- data analysis
- feature selection
- decision table
- variable selection
- decision makers
- marginal likelihood
- dominance relation
- set pair analysis
- continuous valued attributes
- fuzzy rough sets
- information criterion
- approximation spaces
- pattern recognition
- real world
- mixture model
- granular computing
- concept lattice
- support vector
- artificial intelligence
- data reduction
- incremental knowledge acquisition