An exploratory study about the cross-project defect prediction: Impact of using different classification algorithms and a measure of performance in building predictive models.
Ricardo F. P. SatinIgor Scaliante WieseReginaldo RéPublished in: CLEI (2015)
Keyphrases
- machine learning algorithms
- benchmark datasets
- machine learning approaches
- classification models
- machine learning methods
- classification algorithm
- predictive modeling
- data mining models
- classification accuracy
- model selection
- predictive model
- feature selection algorithms
- learning algorithm
- support vector machine
- case study
- software development
- supervised learning
- probabilistic model
- learning models
- feature vectors
- training set
- multi agent
- feature extraction