Bayesian Decision Trees Inspired from Evolutionary Algorithms.
Efthyvoulos DrousiotisAlexander M. PhillipsPaul G. SpirakisSimon MaskellPublished in: CoRR (2023)
Keyphrases
- evolutionary algorithm
- decision trees
- evolutionary computation
- optimization problems
- multi objective
- differential evolution
- differential evolution algorithm
- multi objective optimization
- fitness function
- decision tree induction
- maximum likelihood
- bayesian networks
- predictive accuracy
- genetic algorithm
- genetic programming
- naive bayes
- decision rules
- machine learning algorithms
- attribute selection
- simulated annealing
- random forest
- bayesian learning
- bayes classifier
- posterior probability
- evolutionary search
- logistic regression
- mutation operator
- bayesian estimation
- posterior distribution
- data sets
- training data
- rule induction
- evolution strategy
- decision theory
- hyper heuristics
- feature construction
- bayesian decision
- rule sets
- classification rules
- probabilistic model
- training set
- neural network