Using Maximum Margin Criterion and Minimax Probability Machine for Document Classification.
Ziqiang WangQingling XuMin YinXu QianPublished in: WKDD (2010)
Keyphrases
- document classification
- minimax probability machine
- maximum margin criterion
- multiple kernel
- support vector machine
- classification algorithm
- minimum error
- text categorization
- text classification
- text documents
- text mining
- web documents
- linear combination
- multiple kernel learning
- kernel methods
- principal component analysis
- multi class
- k nearest neighbor
- feature vectors
- training set
- support vector
- feature selection
- data sets
- support vector machine svm
- em algorithm
- bag of words
- named entities
- knn
- data analysis
- training data