Early Software Defects Density Prediction: Training the International Software Benchmarking Cross Projects Data Using Supervised Learning.
Touseef TahirÇigdem GencelGhulam RasoolTariq UmerJawad RasheedSook Fern YeoTaner ÇevikPublished in: IEEE Access (2023)
Keyphrases
- supervised learning
- computer systems
- software development
- software systems
- training data
- case study
- training set
- user interface
- data sets
- training examples
- computer software
- data collection
- probability distribution
- prediction accuracy
- software repositories
- software projects
- raw data
- software packages
- development process
- data quality
- source code
- image data
- data points
- data analysis
- predicted values
- labeled training data
- software design
- software development projects
- software maintenance
- commercial systems
- software development life cycle
- semi supervised learning
- spatial data
- high dimensional data
- training samples
- labeled data
- data mining techniques
- data sources
- xml documents
- data structure
- reinforcement learning
- machine learning