Hyperparameter optimization to improve bug prediction accuracy.
Haidar OsmanMohammad GhafariOscar NierstraszPublished in: MaLTeSQuE@SANER (2017)
Keyphrases
- prediction accuracy
- improve the prediction accuracy
- predictive power
- predictive accuracy
- ensemble methods
- optimization algorithm
- improved accuracy
- web page prediction
- model selection
- software systems
- estimation accuracy
- closed form
- optimization method
- machine learning
- source code
- optimization problems
- hidden markov models