Random Ordinality Ensembles: Ensemble methods for multi-valued categorical data.
Amir AhmadGavin BrownPublished in: Inf. Sci. (2015)
Keyphrases
- ensemble methods
- categorical data
- multi valued
- prediction accuracy
- cluster analysis
- ensemble learning
- random forests
- machine learning methods
- decision trees
- numerical data
- benchmark datasets
- base classifiers
- random forest
- ensemble members
- normal form
- boolean functions
- majority voting
- base learners
- ensemble classifier
- ensemble feature selection
- classifier ensemble
- attribute values
- imbalanced data
- feature subset
- machine learning
- decision tree ensembles
- data analysis
- relational databases
- classification accuracy