Two-stage svm classification for large data sets via randomly reducing and recovering training data.
Xiaoou LiJair CervantesWen YuPublished in: SMC (2007)
Keyphrases
- svm classification
- training data
- support vector machine
- classification accuracy
- data sets
- support vectors
- support vector machine svm
- support vector
- training set
- kernel function
- supervised learning
- learning algorithm
- multiclass classification
- svm classifier
- training examples
- test data
- multi class
- decision trees
- training samples
- training process
- classification method
- labeled data
- image classification
- training dataset
- unlabeled data
- neural network
- class labels
- naive bayes
- cost sensitive
- knn
- binary classification
- data analysis
- similarity measure
- machine learning