Attribute Reduction Based on Lift and Random Sampling.
Qing ChenTaihua XuJianjun ChenPublished in: Symmetry (2022)
Keyphrases
- random sampling
- attribute reduction
- rough sets
- rough set theory
- decision table
- active learning
- concept lattice
- sampling algorithm
- hyperparameters
- sample size
- parallel particle swarm optimization
- sliding window
- decision rules
- discernibility matrix
- random samples
- variable precision rough set model
- data reduction
- information entropy
- feature extraction
- classification accuracy