Recursive regularization for large-scale classification with hierarchical and graphical dependencies.
Siddharth GopalYiming YangPublished in: KDD (2013)
Keyphrases
- hierarchical classification
- classification accuracy
- pattern classification
- pattern recognition
- decision trees
- real world
- text classification
- feature vectors
- support vector
- neural network
- feature extraction
- classification process
- feature selection
- support vector machine svm
- small scale
- class labels
- machine learning methods
- classification algorithm
- classification method
- hierarchical text classification
- multi valued
- multiple kernel learning
- automatic classification
- machine learning
- svm classifier
- benchmark datasets
- machine learning algorithms
- image classification
- feature set
- support vector machine
- image segmentation
- feature space
- preprocessing