Comparing FBTSeg and NNTree Implementations with Established Ensemble Methods.
Roberto Angelo Fernandes SantosRoberto Souto Maior de BarrosPublished in: ICTAI (2012)
Keyphrases
- ensemble methods
- prediction accuracy
- decision trees
- benchmark datasets
- random forests
- machine learning methods
- majority voting
- ensemble learning
- random forest
- generalization ability
- drifting concepts
- base classifiers
- bootstrap sampling
- base learners
- classifier ensemble
- multiple models
- feature subset
- ensemble feature selection
- data sets
- training data
- face recognition
- imbalanced data
- ensemble classification