DCMSVM: Distributed parallel training for single-machine multiclass classifiers.
Xufeng HanAlexander C. BergPublished in: CVPR (2012)
Keyphrases
- single machine
- multi class
- multiclass svm
- multiclass classification
- binary classifiers
- scheduling problem
- linear classifiers
- error correcting output codes
- identical machines
- processing times
- training set
- feature selection
- maximum lateness
- test set
- multiclass problems
- multinomial logistic regression
- support vector machine
- training samples
- release dates
- binary classification
- training examples
- boosting algorithms
- dynamic programming
- multi class classification
- cost sensitive
- training data
- pairwise
- binary classification problems
- single machine scheduling problem
- parallel machines
- multiple classes
- machine learning algorithms
- machine learning
- decision trees
- perceptron algorithm
- class distribution
- base classifiers
- support vector
- misclassification costs
- feature space
- feature vectors
- multi task
- objective function
- np hard
- cross validation
- multiclass learning
- linear programming
- supervised learning