The Universality of Nearest Neighbor Sets in Classification and Prediction.
William PerrizoGregory H. WettsteinAmal Shehan PereraTingda LuPublished in: SEDE (2009)
Keyphrases
- nearest neighbor
- classification scheme
- nearest neighbor classifier
- automatic classification
- pattern recognition
- classification accuracy
- machine learning
- nearest neighbour algorithm
- classification systems
- pattern classification
- classification rules
- k nearest neighbor
- training set
- feature extraction
- knn
- data sets
- neural networks and support vector machines
- nearest neighbor classification
- predictive modeling
- prediction accuracy
- training samples
- classification models
- text classification
- decision trees
- classification process
- decision boundary
- artificial neural networks
- support vector machine svm
- high dimensional
- nearest neighbor algorithm
- feature selection
- unsupervised learning
- prediction algorithm
- similarity measure
- support vector
- feature space
- benchmark datasets