An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach.
Guohua LiangPublished in: AAAI (2012)
Keyphrases
- ensemble methods
- decision trees
- ensemble learning
- sensitivity analysis
- machine learning
- random forest
- random forests
- meta learning
- neural network ensembles
- ensemble members
- high sensitivity
- majority voting
- base classifiers
- learning algorithm
- gradient boosting
- training set
- base learners
- classifier ensemble
- variance reduction
- ensemble selection
- bootstrap sampling
- ensemble classifier
- benchmark datasets
- data streams
- ensemble classification
- feature extraction
- voting methods
- search engine