Comparing and Combining Two Approaches to Automated Subject Classification of Text.
Koraljka GolubAnders ArdöDunja MladenicMarko GrobelnikPublished in: ECDL (2006)
Keyphrases
- pattern recognition
- machine learning algorithms
- supervised machine learning
- image classification
- pattern classification
- feature extraction
- automated classification
- database
- classification process
- machine learning approaches
- classification scheme
- machine learning methods
- support vector machine svm
- document classification
- classification systems
- semi automated
- multiple classifier systems
- machine learning
- automatic classification
- classification algorithm
- classification models
- text retrieval
- classification method
- text classification
- supervised learning
- classification accuracy
- decision trees
- text documents
- benchmark datasets
- text mining
- training set
- preprocessing
- keywords
- feature selection
- information retrieval
- neural networks and support vector machines