Formal analysis of cross-validation for rule induction using probabilistic indices.
Shusaku TsumotoShoji HiranoPublished in: ICCI*CC (2014)
Keyphrases
- cross validation
- formal analysis
- rule induction
- model selection
- decision rules
- rough sets
- decision trees
- support vector
- cross validated
- generalization error
- knowledge discovery in databases
- hyperparameters
- rule sets
- training set
- rough set theory
- rule induction algorithm
- probabilistic model
- agent model
- formal methods
- data mining
- classification rules
- bayesian networks
- regression problems
- feature selection
- text categorization
- machine learning
- database