Controlling Overfitting in Software Quality Models: Experiments with Regression Trees and Classification.
Taghi M. KhoshgoftaarEdward B. AllenJianyu DengPublished in: IEEE METRICS (2001)
Keyphrases
- regression trees
- decision trees
- software quality
- regression problems
- linear models
- classification models
- linear model
- classification accuracy
- cross validation
- random forests
- software engineering
- model selection
- machine learning methods
- decision rules
- machine learning algorithms
- support vector
- machine learning
- software development
- probabilistic model
- real world
- svm classifier
- feature vectors
- linear regression
- training set
- feature space
- case study
- feature selection
- data mining