A Hierarchical Classifier Using New Support Vector Machine.
Yu-Chiang Frank WangDavid P. CasasentPublished in: ICDAR (2005)
Keyphrases
- support vector machine
- svm classifier
- training data
- decision boundary
- classification method
- support vector
- training set
- small sample
- hierarchical classification
- high classification accuracy
- support vector machine svm
- multi class
- classification algorithm
- feature space
- feature selection
- fold cross validation
- kernel function
- generalization ability
- classifier training
- hierarchical structure
- svm classification
- classifier systems
- k nearest neighbor
- feature vectors
- support vector machine classifier
- unseen data
- machine learning
- decision forest
- reduced set
- multi class svm
- support vectors
- linear classifiers
- training process
- ensemble classifier
- input features
- hyperplane
- kernel methods
- class labels
- training samples
- classification accuracy
- neural network
- binary classification
- multiple classifiers
- soft margin
- feature extraction