Reduction of the Classification Cost Using Hierarchical Classifiers based on the k-NN Rule.
Xiangyun YeMohamed CherietChing Y. SuenPublished in: ICDAR (2001)
Keyphrases
- k nearest neighbour
- knn
- nearest neighbour
- classification algorithm
- k nearest neighbor
- majority voting
- nearest neighbor
- support vector machine svm
- feature selection
- text classification
- support vector machine
- text categorization
- voting methods
- nearest neighbor algorithm
- classification rules
- information gain
- classification models
- decision trees
- multi layer perceptron
- support vector
- similarity search
- training set
- svm classifier
- class labels
- distance function
- k nearest
- bayesian network classifiers
- neural network
- classifier combination
- web document classification
- decision boundary
- training data
- machine learning
- decision rules
- naive bayes
- training samples
- data sets
- nearest neighborhood
- ensemble classifier
- machine learning algorithms
- graph construction
- individual classifiers
- artificial neural networks