A Bagging and Boosting Based Convexly Combined Optimum Mixture Probabilistic Model.
Mian Arif Shams AdnanH. M. Miraz MahmudPublished in: CoRR (2021)
Keyphrases
- probabilistic model
- ensemble methods
- mixture model
- ensemble learning
- base classifiers
- expectation maximization
- ensemble classification
- randomized trees
- combining multiple
- bayesian networks
- gradient boosting
- generative model
- majority voting
- weak classifiers
- decision trees
- language model
- decision stumps
- ensemble classifier
- machine learning
- random forests
- generalization ability
- benchmark datasets
- tree induction
- learning algorithm
- meta learning
- boosting algorithms
- base learners
- em algorithm
- gaussian distribution
- variance reduction
- decision tree classifiers
- ensemble members
- feature selection
- data sets
- decision tree ensembles