Accelerated Training for Massive Classification via Dynamic Class Selection.
Xingcheng ZhangLei YangJunjie YanDahua LinPublished in: CoRR (2018)
Keyphrases
- class labels
- training set
- supervised learning
- training samples
- multi class classification
- training phase
- training process
- small number of training samples
- class specific
- classification method
- machine learning
- multiclass classification
- multi layer perceptron
- classification systems
- pattern classification
- support vector machine svm
- image classification
- multi class
- decision trees
- support vector
- pattern recognition
- linear svm
- feature selection
- feature extraction
- class membership
- training dataset
- feature vectors
- classification algorithm
- svm classifier
- classification accuracy
- test set
- machine learning algorithms
- text classification
- dynamically select
- classification performances
- random selection
- sufficient training data
- data sets
- learning algorithm
- training data
- classification scheme
- cost sensitive
- data analysis
- benchmark datasets
- training examples