Combining Multiple K-Nearest Neighbor Classifiers for Text Classification by Reducts.
Yongguang BaoNaohiro IshiiPublished in: Discovery Science (2002)
Keyphrases
- k nearest neighbor
- combining multiple
- text classification
- knn
- multiple classifiers
- naive bayes
- combining classifiers
- individual classifiers
- k nearest neighbour
- classification algorithm
- knn classifier
- classification method
- feature selection
- text categorization
- text classifiers
- fusion methods
- feature reduction
- majority voting
- knn algorithm
- nearest neighbor algorithm
- rough sets
- support vector machine svm
- bag of words
- nearest neighbor
- text documents
- nearest neighbour
- svm classifier
- text mining
- labeled data
- multi label
- support vector machine
- machine learning
- class probability estimation
- support vector
- similarity search
- training data
- machine learning algorithms
- ensemble learning
- cost sensitive
- probability estimation
- machine learning methods
- distance function