The Problem of Finding the Simplest Classifier Ensemble is NP-Hard - A Rough-Set-Inspired Formulation Based on Decision Bireducts.
Dominik SlezakSebastian StawickiPublished in: IJCRS (2020)
Keyphrases
- rough sets
- classifier ensemble
- decision rules
- rough set theory
- rough sets theory
- decision making
- data mining
- attribute reduction
- ensemble methods
- decision table
- data analysis
- named entity recognition
- pattern recognition
- decision problems
- multi class
- base classifiers
- neural network
- knowledge representation
- fuzzy logic
- text mining
- co occurrence
- feature selection
- genetic algorithm