Mapping of nearest neighbor for classification.
Naohiro IshiiIppei ToriiYongguang BaoHidekazu TanakaPublished in: ICIS (2013)
Keyphrases
- nearest neighbor
- classification rules
- classification accuracy
- training set
- knn
- feature extraction
- feature vectors
- k nearest neighbor
- support vector machine svm
- classification process
- machine learning methods
- classification algorithm
- nearest neighbor rule
- text classification
- nearest neighbor algorithm
- decision trees
- decision boundary
- object classification
- nearest neighbor search
- automatic classification
- nearest neighbor classifier
- classification models
- pattern classification
- pattern recognition
- image classification
- support vector
- classification method
- decision rules
- benchmark datasets
- nearest neighbor classification
- high dimensional data
- information preserving
- machine learning
- nearest neighborhood
- classification systems
- classification rate
- classification scheme
- cross validation
- machine learning algorithms
- model selection
- rough sets
- support vector machine
- feature space