Induction of decision trees as classification models through metaheuristics.
Rafael Rivera-LópezJuana Canul-ReichEfrén Mezura-MontesMarco Antonio Cruz-ChávezPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- classification models
- decision trees
- rule induction
- constructive induction
- induction algorithms
- multivariate decision trees
- software quality classification
- training data
- machine learning
- decision tree algorithm
- decision tree induction
- naive bayes
- metaheuristic
- ensemble methods
- random forest
- attribute selection
- inductive learning
- data mining methods
- logistic regression
- learning models
- particle swarm optimization
- optimization problems
- genetic algorithm
- probability estimates
- models built
- classification rules
- machine learning algorithms
- information gain
- classification trees
- neural network
- learning algorithm
- feature selection
- training set
- imbalanced data
- search space
- data sets