Analyses of Classifier's Performance Measures Used in Software Fault Prediction Studies.
Muhammad RizwanAamer NadeemMuddassar Azam SindhuPublished in: IEEE Access (2019)
Keyphrases
- software quality
- training data
- safety critical
- software systems
- feature space
- software tools
- software maintenance
- feature set
- software development
- empirical studies
- learning algorithm
- software design
- classification rate
- statistical tests
- classifier combination
- computer systems
- source code
- support vector machine
- support vector
- nearest neighbor classifier
- classifier systems
- confusion matrix
- neural network
- usability studies
- bayesian classifier
- ensemble classifier
- binary classifiers
- evaluation measures
- class labels
- training samples
- user interface
- decision trees
- feature selection