Boosted K-nearest neighbor classifiers based on fuzzy granules.
Wei LiYumin ChenYuping SongPublished in: Knowl. Based Syst. (2020)
Keyphrases
- k nearest neighbor
- knn
- knn classifier
- classification algorithm
- knn algorithm
- k nearest neighbour
- classification method
- nearest neighbor algorithm
- nearest neighbor
- fuzzy sets
- majority voting
- support vector machine
- feature selection
- similarity relations
- text categorization
- nearest neighbour
- training data
- binary classification tasks
- rough sets
- svm classifier
- granular computing
- class probability estimation
- fuzzy logic
- training set
- support vector
- naive bayes
- nearest neighbor classification
- support vector machine svm
- decision trees
- text classification
- membership functions
- feature set
- vowel recognition
- hierarchical document clustering
- bootstrap sampling
- neural network
- classifier ensemble
- feature vectors
- machine learning
- feature reduction
- ensemble classifier
- random forests
- rough set theory
- class labels
- knn classification
- data points
- classification accuracy
- learning algorithm