A Novel Approach to Improve Software Defect Prediction Accuracy Using Machine Learning.
Iqra MehmoodSidra ShahidHameed HussainInayat KhanShafiq AhmadShahid RahmanNajeeb UllahShamsul HudaPublished in: IEEE Access (2023)
Keyphrases
- prediction accuracy
- improve the prediction accuracy
- machine learning
- software defect
- predictive power
- ensemble methods
- machine learning algorithms
- neural network
- machine learning methods
- bayesian networks
- data mining
- support vector machine
- text classification
- prior knowledge
- power system
- decision trees
- high confidence
- learning algorithm
- web page prediction