Selection of the optimal prototype subset for 1-NN classification.
Uri LipowezkyPublished in: Pattern Recognit. Lett. (1998)
Keyphrases
- neural network
- pattern recognition
- classification algorithm
- text classification
- classification systems
- classification accuracy
- feature subset
- multi layer perceptron
- feature selection
- automatic classification
- feature space
- nearest neighbour
- optimal solution
- support vector machine
- nearest neighbor
- neyman pearson
- pattern classification
- optimal selection
- cross validated
- classification models
- binary decision tree
- decision rules
- class labels
- support vector machine svm
- classification method
- knn
- dynamic programming
- training set
- database
- sequential forward
- maximum profit
- machine learning
- preprocessing
- subset selection
- feature vectors
- classification process
- image classification
- selection algorithm