Experimental Comparison of Cluster Ensemble Methods.
Ludmila I. KunchevaStefan Todorov HadjitodorovLudmila P. TodorovaPublished in: FUSION (2006)
Keyphrases
- experimental comparison
- ensemble methods
- prediction accuracy
- ensemble learning
- machine learning methods
- benchmark datasets
- decision trees
- random forests
- base classifiers
- generalization ability
- majority voting
- feature selection
- clustering algorithm
- random forest
- cluster ensemble
- classifier ensemble
- drifting concepts
- ensemble feature selection
- ensemble classifier
- bootstrap sampling
- machine learning algorithms
- multiple models
- feature subset
- base learners
- training data
- high dimensional
- data mining
- evolutionary algorithm
- semi supervised