Multiresolution hierarchical support vector machine for classification of large datasets.
Safaa AlwajidiLi YangPublished in: Knowl. Inf. Syst. (2022)
Keyphrases
- support vector machine
- multiresolution
- svm classifier
- classification method
- support vector machine svm
- classification algorithm
- support vector
- benchmark datasets
- hierarchical classification
- uci repository
- uci machine learning repository
- classification accuracy
- feature space
- pattern recognition
- feature selection
- coarse to fine
- machine learning
- feature vectors
- restricted boltzmann machine
- multi class
- training set
- decision boundary
- image classification
- svm classification
- data sets
- generalization ability
- training dataset
- multi class support vector machines
- pattern classification
- benchmark data sets
- wavelet transform
- training data
- structured output
- high classification accuracy
- classification rules
- class labels
- text classification
- decision forest
- decision trees