Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data.
Amir AhmadGavin BrownPublished in: MCS (2009)
Keyphrases
- ensemble methods
- categorical data
- multi valued
- prediction accuracy
- cluster analysis
- ensemble learning
- numerical data
- decision trees
- benchmark datasets
- random forests
- base classifiers
- rotation forest
- random forest
- machine learning methods
- base learners
- classifier ensemble
- ensemble members
- normal form
- attribute values
- subspace methods
- boolean functions
- data mining
- velocity field
- database
- clustering method
- bayesian networks
- image segmentation
- machine learning