K-nearest neighbor based bagging SVM pruning.
Ren YeLe ZhangPonnuthurai N. SuganthanPublished in: CIEL (2013)
Keyphrases
- k nearest neighbor
- knn
- support vector machine svm
- majority voting
- bootstrap sampling
- support vector machine
- nearest neighbor
- classification algorithm
- classification method
- text categorization
- imbalanced data
- ensemble methods
- machine learning
- training set
- k nearest neighbour
- feature selection
- decision trees
- distance function
- knn classifier
- support vector
- ensemble learning
- generalization ability
- text classification
- knn algorithm
- random forest
- base classifiers
- classifier ensemble
- svm classifier
- multi class
- reverse k nearest neighbor
- neural network
- ensemble classifier
- nearest neighbour
- random forests
- feature vectors
- hierarchical document clustering
- standard svm
- decision boundary