Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach.
Yoshifumi KusunokiJerzy BlaszczynskiMasahiro InuiguchiRoman SlowinskiPublished in: RSKT (2013)
Keyphrases
- empirical risk minimization
- variable precision
- decision rules
- decision table
- rough sets
- dominance relation
- decision trees
- uniform convergence
- reduction method
- knowledge structures
- rough set theory
- statistical learning theory
- empirical risk
- vc dimension
- phase transition
- generalization bounds
- computationally tractable
- fuzzy sets
- rates of convergence
- data mining
- theoretical framework
- loss function
- sufficient conditions
- feature selection
- neural network
- fuzzy logic
- risk minimization
- pattern recognition
- machine learning