Assessing software defection prediction performance: why using the Matthews correlation coefficient matters.
Jingxiu YaoMartin J. ShepperdPublished in: EASE (2020)
Keyphrases
- correlation coefficient
- root mean square error
- stepwise regression
- prediction accuracy
- precision recall
- standard deviation
- correlation analysis
- root mean squared error
- principal components
- chi square
- structural similarity
- software systems
- computer systems
- software development
- noise variance
- test cases
- machine learning
- information gain
- source code
- image quality assessment
- intensity values
- principal component analysis
- training data