Improving Tree-Based Classification Rules Using a Particle Swarm Optimization.
Chi-Hyuck JunYun-Ju ChoHyeseon LeePublished in: APMS (2) (2012)
Keyphrases
- classification rules
- particle swarm optimization
- genetic programming
- predictive accuracy
- decision trees
- rule sets
- association rules
- pso algorithm
- classification algorithm
- medical data sets
- nearest neighbor
- associative classification
- global optimization
- human experts
- decision tree algorithm
- subgroup discovery
- multi objective
- differential evolution
- convergence speed
- particle swarm optimization pso
- rule discovery
- action rules
- ant miner
- fuzzy rules
- metaheuristic
- genetic algorithm
- data sets
- ant colony optimization
- class labels
- k nearest neighbor
- expert systems
- data analysis
- machine learning
- neural network