Editing Training Data for kNN Classifiers with Neural Network Ensemble.
Yuan JiangZhi-Hua ZhouPublished in: ISNN (1) (2004)
Keyphrases
- knn
- training data
- neural network ensemble
- k nearest neighbor
- k nearest neighbour
- decision trees
- nearest neighbor
- classification algorithm
- competitive learning
- training set
- knn classifier
- neural network
- feature selection
- classification models
- text categorization
- support vector machine
- majority voting
- back propagation
- classification method
- ensemble members
- learning algorithm
- naive bayes
- supervised learning
- knn algorithm
- training samples
- class labels
- generalization error
- classification accuracy
- nearest neighbour
- knn classification
- support vector machine svm
- data sets
- receiver operating characteristic
- nearest neighbor algorithm
- labeled data
- distance function
- text classification
- genetic algorithm
- information gain
- semi supervised learning
- svm classifier
- feature extraction