Convergence of Nearest Neighbor Pattern Classification with Selective Sampling.
Shaun N. JosephSeif Omar Abu BakrGabriel LugoPublished in: CoRR (2013)
Keyphrases
- pattern classification
- selective sampling
- nearest neighbor
- active learning
- nearest neighbor rule
- random sampling
- decision boundary
- k nearest neighbor
- pattern recognition
- training set
- high dimensional
- knn
- feature selection
- nearest neighbor search
- pattern classification problems
- feature extraction
- high dimensional data
- parzen window
- discriminant embedding
- image classification
- data points
- nearest neighbor classification
- training data
- data analysis
- object recognition
- nearest neighbor classifier
- image processing
- data mining
- neural network
- data sets