Exact Bagging with k-Nearest Neighbour Classifiers.
Bruno CaprileStefano MerlerCesare FurlanelloGiuseppe JurmanPublished in: Multiple Classifier Systems (2004)
Keyphrases
- k nearest neighbour
- knn
- voting methods
- k nearest neighbor
- information gain
- majority voting
- nearest neighbour
- decision trees
- support vector machine
- ensemble methods
- multi layer perceptron
- ensemble learning
- nearest neighbor
- text categorisation
- imbalanced data
- machine learning
- text categorization
- random forest
- meta learning
- training set
- classifier ensemble
- randomized trees
- base classifiers
- data sets
- benchmark datasets
- feature selection
- individual classifiers
- dimensionality reduction
- neural network
- rough sets
- mutual information