A feature dependent Naive Bayes approach and its application to the software defect prediction problem.
Ömer Faruk ArarKürsat AyanPublished in: Appl. Soft Comput. (2017)
Keyphrases
- naive bayes
- software defect prediction
- decision trees
- feature ranking
- classification accuracy
- text classification
- text categorization
- logistic regression
- feature selection
- naive bayes classifier
- ensemble learning
- bayesian networks
- training data
- classification algorithm
- probability estimation
- cost sensitive
- text classifiers
- base classifiers
- feature vectors
- misclassification costs
- feature set
- imbalanced data