An SMO Approach to Fast SVM for Classification of Large Scale Data.
Juanxi LinMengnan SongJinglu HuPublished in: ICITCS (2014)
Keyphrases
- data sets
- support vector machine svm
- training data
- data structure
- support vector machine
- support vector
- data collection
- classification algorithm
- database
- svm classifier
- pattern recognition
- data sources
- training samples
- sequential minimal optimization
- classification method
- high dimensional data
- knowledge discovery
- classification accuracy
- data analysis
- feature extraction
- multi class
- input data
- knn
- kernel function
- decision trees
- feature selection
- machine learning