Fast Nearest Neighbor Condensation for Large Data Sets Classification.
Fabrizio AngiulliPublished in: IEEE Trans. Knowl. Data Eng. (2007)
Keyphrases
- nearest neighbor
- classification accuracy
- training set
- k nearest neighbor
- high dimensional
- pattern recognition
- classification algorithm
- knn
- nearest neighbor algorithm
- classification rules
- classification method
- decision boundary
- data reduction
- nearest neighbor classifier
- feature vectors
- feature selection
- benchmark datasets
- machine learning
- image classification
- neural network
- supervised learning
- decision trees
- feature extraction
- class labels
- cross validation
- classification process
- classification systems
- preprocessing
- classification scheme
- classification models
- support vector
- nearest neighbor classification
- similarity measure
- automatic classification
- pattern classification
- machine learning methods
- active learning
- decision rules
- distance function
- support vector machine
- support vector machine svm
- text classification