Software enhancement effort estimation using correlation-based feature selection and stacking ensemble method.
Zaineb SakhrawiAsma SellamiNadia BouassidaPublished in: Clust. Comput. (2022)
Keyphrases
- effort estimation
- ensemble methods
- software development
- base classifiers
- ensemble learning
- software life cycle
- software projects
- software maintenance
- software development effort
- software engineering
- prediction accuracy
- decision trees
- machine learning methods
- benchmark datasets
- image processing
- random forest
- software systems
- generalization ability
- software developers
- neural network
- project managers
- project management
- development process
- training samples
- source code
- open source
- case study
- combining multiple
- training set
- multi class
- software industry
- software development projects
- early stage
- ensemble classifier
- artificial intelligence