A Meta-analytical Comparison of Naive Bayes and Random Forest for Software Defect Prediction.
Ch Muhammad AwaisWei GuGcinizwe DlaminiZamira KholmatovaGiancarlo SucciPublished in: CoRR (2023)
Keyphrases
- random forest
- naive bayes
- decision trees
- base classifiers
- decision tree learning algorithms
- ensemble learning
- random forests
- logistic regression
- classification accuracy
- cost sensitive
- fold cross validation
- text classification
- feature ranking
- feature set
- training data
- feature selection
- machine learning algorithms
- text categorization
- ensemble methods
- classification algorithm
- bayesian networks
- training set
- machine learning
- misclassification costs
- classification error
- support vector machine svm