Cost-sensitive selective naive Bayes classifiers for predicting the increase of the h-index for scientific journals.
Alfonso IbáñezConcha BielzaPedro LarrañagaPublished in: Neurocomputing (2014)
Keyphrases
- cost sensitive
- naive bayes
- naive bayes classifier
- decision trees
- misclassification costs
- cost sensitive learning
- text classification
- classification accuracy
- support vector machine
- multi class
- class distribution
- training data
- class imbalance
- probability estimation
- probability estimates
- text categorization
- feature selection
- text classifiers
- machine learning
- active learning
- neural network
- training set
- bayesian networks