Interpretable Ensembles of Classifiers for Uncertain Data With Bioinformatics Applications.
Marcelo Rodrigues de Holanda MaiaAlexandre PlastinoAlex Alves FreitasJoão Pedro de MagalhãesPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- uncertain data
- ensemble learning
- decision trees
- naive bayes classification
- mining frequent itemsets
- ensemble classifier
- classifier ensemble
- multiple classifier systems
- uncertain databases
- probabilistic databases
- machine learning
- data streams
- probabilistic xml
- data mining
- knowledge discovery
- probability distribution functions
- support vector
- feature selection
- data analysis
- ensemble methods
- training data
- uncertain information
- data sets
- uncertain objects
- frequent itemsets
- classification rules
- base classifiers
- machine learning methods
- naive bayes
- text mining
- bayesian networks
- databases