Parameter optimized, vertical, nearest-neighbor-vote and boundary-based classification.
William PerrizoAmal PereraPublished in: SIGKDD Explor. (2006)
Keyphrases
- nearest neighbor
- pattern recognition
- classification rules
- k nearest neighbor
- classification method
- nearest neighbor algorithm
- training set
- decision trees
- classification accuracy
- classification systems
- machine learning
- classification algorithm
- knn
- support vector machine svm
- machine learning methods
- automatic classification
- classification scheme
- nearest neighbor classifier
- high dimensional
- nearest neighborhood
- classification models
- decision boundary
- feature selection
- machine learning algorithms
- image classification
- feature vectors
- support vector
- training samples
- text classification
- supervised learning
- classification process
- support vector machine
- nearest neighbor search
- nearest neighbor classification
- feature extraction