A novel attribute reduction method with constraints on empirical risk and decision rule length.
Xiaoxia ZhangPenghao ZhangYanjun LiuGuoyin WangPublished in: Inf. Sci. (2024)
Keyphrases
- decision rules
- reduction method
- empirical risk
- rough sets
- risk minimization
- loss function
- decision trees
- decision function
- selection algorithm
- rough set theory
- image classification
- prediction error
- training data
- uniform convergence
- special case
- fixed number
- computational complexity
- dominance relation
- data structure
- majority vote
- similarity measure