Software Functional Requirements Classification Using Ensemble Learning.
Sanidhya VijayvargiyaLov KumarAruna MalapatiN. L. Bhanu MurthySanjay MisraPublished in: ICCSA (Workshops 5) (2022)
Keyphrases
- ensemble learning
- functional requirements
- generalization ability
- software design
- software systems
- software architecture
- weak learners
- ensemble classifier
- ensemble methods
- development process
- support vector
- support vector machine
- support vector machine svm
- classification accuracy
- classification algorithm
- software development
- software engineering
- training set
- pattern recognition
- feature selection
- machine learning
- software requirements
- random forest
- quality attributes
- base classifiers
- unsupervised learning
- image classification
- learning algorithm
- prediction accuracy
- text categorization
- concept drift
- text classification
- learning process
- decision trees
- web services