Ranking vs. Classification: A Case Study in Mining Organization Name Translation from Snippets.
Muyun YangZhenyong ShiSheng LiTiejun ZhaoHaoliang QiPublished in: IALP (2009)
Keyphrases
- classification accuracy
- ordinal data
- pattern recognition
- feature extraction
- support vector machine svm
- web search
- automatic classification
- support vector
- support vector machine
- machine learning
- accurate classification
- spam detection
- ranking algorithm
- image classification
- knowledge discovery
- supervised learning
- feature selection
- neural network
- decision trees
- mining algorithm
- pattern classification
- preprocessing
- web mining
- classification algorithm
- decision rules
- web search engines
- model selection
- class labels
- classification method
- benchmark datasets
- feature space
- ranking functions
- text categorization
- text classification
- classification scheme
- feature vectors
- information systems
- feature set