Construction of Near-Optimal Axis-Parallel Decision Trees Using a Differential-Evolution-Based Approach.
Rafael Rivera-LópezJuana Canul-ReichPublished in: IEEE Access (2018)
Keyphrases
- differential evolution
- axis parallel
- decision trees
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- differential evolution algorithm
- particle swarm optimization pso
- mutation operator
- optimization method
- genetic algorithm
- numerical optimization problems
- global optimization problems
- machine learning
- decision boundary
- hyperplane
- crossover operator
- solving global optimization problems
- multi objective
- parameter optimization
- training data
- bayesian networks
- naive bayes
- base classifiers
- machine learning algorithms
- membership queries
- pattern classification
- training set
- genetic programming