An Investigation Concerning the Generation of Text Summarisation Classifiers Using Secondary Data.
Matias Garcia-ConstantinoFrans CoenenP.-J. NobleAlan D. RadfordChristian SetzkornAine TierneyPublished in: MLDM (2011)
Keyphrases
- secondary data
- text generation
- free text
- lexical features
- information retrieval
- training set
- decision trees
- text mining
- training data
- support vector
- natural language generation
- naive bayes
- supervised classification
- svm classifier
- machine learning
- classification algorithm
- query biased
- database
- information extraction
- machine learning algorithms
- classification systems
- automatic text classification
- natural language processing
- feature set
- multiple classifiers
- classifier combination
- training samples
- semantic information
- web documents
- classification rate
- roc curve
- machine learning methods
- text documents
- class labels