Software Fault Proneness Prediction with Group Lasso Regression: On Factors that Affect Classification Performance.
Katerina Goseva-PopstojanovaMohammad AhmadYasser AlshehriPublished in: COMPSAC (2) (2019)
Keyphrases
- factors that affect
- group lasso
- regression model
- support vector
- regression coefficients
- feature extraction
- multiple kernel learning
- decision trees
- feature vectors
- variable selection
- model selection
- prediction accuracy
- machine learning algorithms
- machine learning
- support vector machine svm
- feature space
- text classification
- multi task
- linear models
- regression problems
- training set
- multi label learning
- cross validation
- cost sensitive
- image classification
- nearest neighbor
- feature selection