LCE: An Augmented Combination of Bagging and Boosting in Python.
Kevin FauvelÉlisa FromontVéronique MassonPhilippe FaverdinAlexandre TermierPublished in: CoRR (2023)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- ensemble classification
- gradient boosting
- randomized trees
- decision trees
- weak classifiers
- combining multiple
- programming language
- random forests
- majority voting
- machine learning
- neural network ensembles
- decision stumps
- multiple classifier systems
- learning algorithm
- ensemble classifier
- prediction accuracy
- meta learning
- variance reduction
- decision tree ensembles
- base learners
- weak learners
- binary classification
- development tools
- generalization ability
- benchmark datasets
- scripting language
- machine learning algorithms
- model selection