Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health).
Suvodeep MajumderTianpei XiaRahul KrishnaTim MenziesPublished in: MSR (2022)
Keyphrases
- case study
- statistical models
- software development
- statistical methods
- training data
- mathematical models
- machine learning methods
- machine learning algorithms
- classification models
- project management
- lessons learned
- computational cost
- significant improvement
- data sets
- parameter estimation
- model selection
- high dimensional
- preprocessing
- sampling methods
- small samples
- effort estimation