Automatically Annotating Structured Web Data Using a SVM-Based Multiclass Classifier.
Daiyue WengJun HongDavid A. BellPublished in: WISE (1) (2014)
Keyphrases
- multi class
- web data
- support vector machine
- multiclass classification
- binary classifiers
- multi class classifier
- web mining
- svm classifier
- multiclass problems
- error correcting output codes
- cost sensitive classification
- semi structured
- support vector
- structured data
- feature selection
- binary classification problems
- web content
- cost sensitive
- feature space
- multi class classification
- svm classification
- binary classification
- multiple classes
- multiclass learning
- web documents
- support vector machine svm
- training data
- generalized discriminant analysis
- web pages
- training set
- active learning
- pairwise
- multiclass support vector machines
- query logs
- training samples
- machine learning
- perceptron algorithm
- single class
- feature vectors
- decision trees
- cost sensitive learning
- base classifiers
- hyperplane
- information extraction
- real world