Preferential Text Classification: Learning Algorithms and Evaluation Measures.
Fabio AiolliRiccardo CardinFabrizio SebastianiAlessandro SperdutiPublished in: ERCIM News (2009)
Keyphrases
- evaluation measures
- text classification
- learning algorithm
- machine learning
- labeled data
- unlabeled data
- precision and recall
- learning to rank
- text categorization
- evaluation metrics
- bag of words
- text mining
- feature selection
- retrieval systems
- active learning
- training data
- naive bayes
- benchmark datasets
- text documents
- evaluation methodology
- knn
- supervised learning
- multi label
- information retrieval
- ranked list
- language modeling
- test collection
- information extraction
- probabilistic model
- data mining
- database