An exploratory analysis of regression methods for predicting faults in software systems.
Santosh Singh RathorePublished in: Soft Comput. (2021)
Keyphrases
- software systems
- regression methods
- regression model
- linear regression
- software metrics
- regression method
- software engineering
- logistic regression
- source code
- software development
- partial least squares
- fault detection
- software maintenance
- fault diagnosis
- software evolution
- software components
- least squares
- software quality
- test cases
- software projects
- k nearest neighbour
- software testing
- software repositories
- model based diagnosis
- model selection
- real world
- data sets
- development effort
- linux kernel
- component based software
- optical flow
- training set
- multi agent systems
- artificial intelligence
- neural network