A novel approach to modeling multifactorial diseases using Ensemble Bayesian Rule classifiers.
Jeya Balaji BalasubramanianRebecca D. BoesVanathi GopalakrishnanPublished in: J. Biomed. Informatics (2020)
Keyphrases
- rule induction algorithm
- ensemble learning
- training set
- majority vote
- classifier ensemble
- training data
- ensemble classifier
- multiple classifiers
- training samples
- final classification
- feature selection
- decision tree classifiers
- multiple classifier systems
- nearest neighbour
- weak learners
- ensemble pruning
- machine learning algorithms
- combining classifiers
- maximum likelihood
- majority voting
- support vector
- learning algorithm
- ensemble methods
- machine learning methods
- data sets
- ensemble members
- randomized trees
- class label noise
- accurate classifiers
- feature ranking
- rule sets
- classification algorithm
- machine learning