A hybrid approach to improve the quality of software fault prediction using Naïve Bayes and k-NN classification algorithm with ensemble method.
R. SathyarajSevugan PrabuPublished in: Int. J. Intell. Syst. Technol. Appl. (2018)
Keyphrases
- knn
- classification algorithm
- k nearest neighbor
- ensemble methods
- text categorization
- classifier ensemble
- base learners
- bayes classifiers
- nearest neighbor
- text classification
- support vector machine
- bayesian classifiers
- k nearest neighbour
- tree augmented
- document classification
- decision trees
- base classifiers
- support vector machine svm
- bayesian network classifiers
- feature selection
- machine learning methods
- generalization ability
- multi class
- prediction accuracy
- naive bayes
- random forest
- random forests
- neural network
- labeled data
- machine learning