Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification.
Lucija BrezocnikIztok Fister Jr.Grega VrbancicPublished in: ADBIS (Short Papers and Workshops) (2019)
Keyphrases
- differential evolution
- feature selection
- evolutionary algorithm
- differential evolution algorithm
- classification accuracy
- wrapper feature selection
- optimization algorithm
- particle swarm optimization
- convergence speed
- optimization method
- parameter optimization
- text classification
- support vector
- feature set
- particle swarm optimization pso
- machine learning
- evolution strategy
- support vector machine
- constrained optimization problems
- website
- test functions
- numerical optimization problems
- evolutionary programming
- mutation operator
- feature space
- genetic algorithm
- crossover operator
- function optimization problems
- particle swarm
- multi objective optimization
- artificial bee colony
- real coded
- direct search
- global optimization problems
- feature vectors
- nsga ii
- support vector machine svm
- training set