Prototypes Reduction and Feature Selection based on Fuzzy Boundary Area for Nearest Neighbor Classifiers.
Tae-Chon AhnSeok-Beom RohYong-Soo KimJihong WangPublished in: Int. J. Fuzzy Syst. (2019)
Keyphrases
- nearest neighbor classifiers
- feature selection
- selective sampling
- prototype selection
- cross validation
- small sample
- decision trees
- nearest neighbor classifier
- nearest neighbor
- nearest neighbor classification
- previously reported
- text categorization
- model selection
- active learning
- classification accuracy
- feature set
- multi class
- machine learning
- learning algorithm
- feature space
- information gain
- text classification
- feature selection algorithms
- high dimensionality
- fuzzy rules
- dimensionality reduction
- random sampling
- learning process
- pairwise
- training set
- support vector machine
- support vector
- feature extraction