Exploration of classification confidence in ensemble learning.
Leijun LiQinghua HuXiangqian WuDaren YuPublished in: Pattern Recognit. (2014)
Keyphrases
- ensemble learning
- generalization ability
- multiple classifiers
- ensemble classifier
- ensemble methods
- weak learners
- support vector machine
- pattern recognition
- individual classifiers
- classification accuracy
- support vector machine svm
- random forest
- classification algorithm
- machine learning
- image classification
- decision trees
- feature selection
- learning algorithm
- mutual subspace method
- concept drift
- benchmark datasets
- machine learning methods
- base classifiers
- prediction accuracy
- machine learning algorithms
- unlabeled data
- text classification
- feature set
- training set
- support vector
- training data