A novel software defect prediction approach via weighted classification based on association rule mining.
Wentao WuShihai WangBin LiuYuanxun ShaoWandong XiePublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- association rule mining
- classification rule mining
- associative classification
- association rules
- associative classifiers
- data mining
- weighted association rule mining
- machine learning
- image classification
- itemsets
- frequent itemsets
- software defect prediction
- data mining techniques
- classification algorithm
- feature selection
- rule discovery
- class imbalance
- classification rules
- benchmark datasets
- support vector machine svm
- classification models
- knowledge discovery
- feature extraction
- support vector
- databases
- decision trees
- class labels
- training samples
- feature set
- supervised learning
- multi class
- support vector machine
- classification accuracy
- training set
- frequent subtree mining
- feature space