A Dynamic Model Selection Approach to Mitigate the Change of Balance Problem in Cross-Version Bug Prediction.
Hiroshi DemanouAkito MondenMasateru TsunodaPublished in: QuASoQ/SEED@APSEC (2022)
Keyphrases
- model selection
- cross validation
- hyperparameters
- bayesian learning
- parameter estimation
- error estimation
- sample size
- mixture model
- generalization error
- regression model
- meta learning
- machine learning
- parameter determination
- variable selection
- model selection criteria
- gaussian process
- information criterion
- statistical learning
- motion segmentation
- selection criterion
- statistical inference
- feature selection
- bayesian information criterion
- data sets
- automatic model selection
- source code
- leave one out cross validation
- bayesian model selection