From classifiers to discriminators: A nearest neighbor rule induced discriminant analysis.
Jian YangLei ZhangJing-Yu YangDavid ZhangPublished in: Pattern Recognit. (2011)
Keyphrases
- discriminant analysis
- nearest neighbor rule
- nearest neighbor classification
- dimensionality reduction methods
- classification method
- pattern classification
- linear discriminant analysis
- feature extraction
- nearest neighbor
- face recognition
- support vector
- principal component analysis
- nearest neighbor classifier
- training set
- parzen window
- decision trees
- cluster analysis
- classification algorithm
- k nearest neighbor
- training data
- training samples
- distance measure
- partial least squares
- kernel principal component analysis
- feature selection
- feature set
- knn
- subspace methods
- support vector machine svm
- unsupervised learning
- data analysis
- similarity measure