Differential Evolution for Classification: A Novel Classifier Technique in Data Mining.
Irfan FardaArit ThammanoPublished in: KST (2024)
Keyphrases
- differential evolution
- data mining
- classification method
- evolutionary algorithm
- classification algorithm
- support vector machine
- optimization algorithm
- svm classifier
- decision trees
- particle swarm optimization
- convergence speed
- feature space
- machine learning
- support vector
- optimization method
- differential evolution algorithm
- feature selection
- particle swarm optimization pso
- training samples
- genetic algorithm
- training set
- test functions
- hybrid algorithm
- constrained optimization problems
- support vector machine svm
- training data
- solving global optimization problems
- mutation operator
- parameter optimization
- pso algorithm
- learning algorithm
- direct search
- global optimization problems
- evolution strategy
- svm classification
- artificial bee colony
- multi objective
- crossover operator
- fitness function
- genetic programming
- supervised learning
- particle swarm
- multi objective optimization
- fuzzy clustering
- evolutionary computation
- evolutionary programming
- feature vectors
- knn