Efficient Protocols for Distributed Classification and Optimization.
Hal Daumé IIIJeff M. PhillipsAvishek SahaSuresh VenkatasubramanianPublished in: ALT (2012)
Keyphrases
- lightweight
- feature extraction
- feature selection
- support vector
- pattern recognition
- feature space
- feature vectors
- benchmark datasets
- classification accuracy
- image classification
- cost sensitive
- computing environments
- classification rules
- classification algorithm
- machine learning algorithms
- optimization algorithm
- training samples
- classification process
- machine learning
- automatic classification
- classification scheme
- classification rate
- classification systems
- constrained optimization
- kernel machines
- support vector machine svm
- optimization method
- classification method
- data sets
- model selection
- support vector machine
- query processing
- decision trees
- neural network