Random Forests with Stochastic Induction of Decision Trees.
Markos G. TsipourasDimosthenis C. TsourosPanagiotis N. SmyrlisNikolaos GiannakeasAlexandros T. TzallasPublished in: ICTAI (2018)
Keyphrases
- random forests
- decision trees
- random forest
- rule induction
- induction algorithms
- constructive induction
- machine learning algorithms
- ensemble methods
- logistic regression
- decision tree ensembles
- naive bayes
- tree ensembles
- machine learning
- regression trees
- training data
- regression forests
- decision rules
- multivariate decision trees
- randomized trees
- training set
- data sets
- regression problems
- learning algorithm
- machine learning methods
- benchmark datasets
- knn
- pairwise
- data mining
- neural network