Ensemble Methods in the Clustering of String Patterns.
André LourençoAna L. N. FredPublished in: WACV/MOTION (2005)
Keyphrases
- ensemble methods
- prediction accuracy
- cluster ensemble
- decision trees
- random forests
- ensemble learning
- clustering algorithm
- machine learning methods
- benchmark datasets
- random forest
- k means
- bootstrap sampling
- base classifiers
- generalization ability
- ensemble classifier
- base learners
- majority voting
- drifting concepts
- decision tree ensembles
- data mining
- feature subset
- data points
- individual classifiers