Ensemble Regression Models for Software Development Effort Estimation: A Comparative Study.
Halcyon Davys Pereira De CarvalhoMarília Nayara Clemente de Almeida LimaWylliams Barbosa SantosRoberta A. de A. FagundePublished in: CoRR (2020)
Keyphrases
- effort estimation
- software development
- regression model
- software effort
- software development effort
- software engineering
- software projects
- software maintenance
- ensemble methods
- software project management
- software developers
- early phase
- case study
- model selection
- software systems
- development process
- regression analysis
- neural network
- software development projects
- regression methods
- random forests
- project managers
- software quality
- regression problems
- artificial intelligence
- decision making
- target variable
- machine learning
- source code
- software engineers
- software industry
- software reuse
- software testing
- reverse engineering
- machine learning methods
- early stage