Hybrid support vector machine and K-nearest neighbor-based software testing for educational assistant.
Lilly RameshS. RadhikaS. JothiPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- k nearest neighbor
- software testing
- support vector machine
- knn
- test cases
- software development
- nearest neighbor
- software systems
- test data generation
- quality assurance
- software engineering
- feature selection
- knn algorithm
- classification algorithm
- svm classifier
- classification method
- white box testing
- multi class
- support vector machine svm
- regression testing
- support vector
- machine learning
- testing process
- knn classifier
- test suite
- integration testing
- neural network
- test generation
- text classification
- hyperplane
- vowel recognition
- feature space
- feature vectors
- formal specification
- training data
- graph construction
- development process
- database
- training process
- code coverage
- distance function
- training set
- real world
- multi agent systems
- decision boundary