Ontology-Based Classification of Non-functional Requirements in Software Specifications: A New Corpus and SVM-Based Classifier.
Abderahman RashwanOlga OrmandjievaRené WittePublished in: COMPSAC (2013)
Keyphrases
- support vector machine
- support vector
- svm classifier
- classification method
- support vector machine svm
- classification scheme
- classification algorithm
- classification process
- classification rate
- class labels
- svm classification
- decision trees
- classification accuracy
- higher classification accuracy
- feature selection
- feature space
- classifier combination
- classification models
- final classification
- training data
- high classification accuracy
- learning vector quantization
- classification schemes
- machine learning
- supervised machine learning
- feature vectors
- nearest neighbor classifier
- hierarchical classification
- pattern recognition
- decision boundary
- multiclass classification
- training set
- accurate classification
- k nearest neighbour
- pattern classification
- multiple classifiers
- supervised learning
- feature set
- classification decisions
- probabilistic classifiers
- binary classifiers
- software development
- learning phase
- fold cross validation
- rule based classifier
- multiple classifier systems
- supervised classification
- image classification
- training samples
- feature reduction
- test cases
- feature extraction and classification
- multi category
- multi class classifier
- classifier ensemble
- bayesian classifier
- ensemble classifier
- naive bayes classifier
- text classifiers
- text classification