Fuzzy-rough nearest neighbor algorithms in classification.
Manish SarkarPublished in: Fuzzy Sets Syst. (2007)
Keyphrases
- nearest neighbor
- nearest neighbor algorithm
- classification algorithm
- k nearest neighbor
- machine learning algorithms
- learning algorithm
- computational complexity
- classification accuracy
- data reduction
- benchmark datasets
- class labels
- computational cost
- machine learning methods
- reverse nearest neighbor
- pattern classification
- cost sensitive
- instance selection
- data sets
- text classification
- feature space
- preprocessing
- pattern recognition
- feature selection
- machine learning
- theoretical analysis
- support vector machine svm
- supervised learning
- multi class
- knn
- training set
- classification rules
- automatic classification
- classification scheme
- face recognition