Using differential evolution for fine tuning naïve Bayesian classifiers and its application for text classification.
Diab M. DiabKhalil M. El HindiPublished in: Appl. Soft Comput. (2017)
Keyphrases
- bayesian classifiers
- differential evolution
- fine tuning
- text classification
- naive bayes
- bayesian classifier
- evolutionary algorithm
- logistic regression
- bayes classifiers
- optimization algorithm
- bayesian network classifiers
- tree augmented
- text categorization
- particle swarm optimization
- convergence speed
- text mining
- supervised classification
- naive bayes classifier
- optimization method
- particle swarm optimization pso
- genetic algorithm
- feature selection
- multi objective optimization
- machine learning
- labeled data
- evolution strategy
- base classifiers
- estimation of distribution algorithms
- knn
- decision trees
- cost sensitive
- multi objective
- multi label
- bayes classifier
- cost sensitive learning
- bayesian methods
- particle swarm optimization algorithm
- fitness function
- bayesian networks
- markov random field
- optimization problems