A Cluster-Based Classifier Ensemble as an Alternative to the Nearest Neighbor Ensemble.
Anna JurekYaxin BiShengli WuChris D. NugentPublished in: ICTAI (2012)
Keyphrases
- classifier ensemble
- nearest neighbor
- ensemble methods
- majority vote
- k nearest neighbor
- knn
- classification algorithm
- concept drifting data streams
- named entity recognition
- base classifiers
- high dimensional data
- training set
- individual classifiers
- ensemble classifier
- class label noise
- prediction accuracy
- high dimensional
- neural network
- weighted majority voting
- machine learning methods
- ensemble learning
- generalization ability
- information extraction
- hidden markov models