Machine Learning-based Test Case Prioritization using Hyperparameter Optimization.
Md. Asif KhanAkramul AzimRamiro LiscanoKevin SmithYee-Kang ChangQasim TauseefGkerta SeferiPublished in: AST@ICSE (2024)
Keyphrases
- test cases
- regression testing
- machine learning
- test data
- software testing
- test case selection
- test suite
- model selection
- test sequences
- test case generation
- optimization algorithm
- learning algorithm
- machine learning algorithms
- test set
- machine learning methods
- black box
- set of test cases
- object oriented
- optimization problems
- test suite reduction
- testing process
- test generation
- gaussian processes
- hyperparameters
- software engineering
- test data generation
- software maintenance
- number of test cases
- gaussian process
- data sets