Automatic Multi-class Non-Functional Software Requirements Classification Using Neural Networks.
Cody BakerLin DengSuranjan ChakrabortyJosh DehlingerPublished in: COMPSAC (2) (2019)
Keyphrases
- multi class
- multiclass classification
- support vector machine
- multi class classification
- binary and multi class
- neural network
- multi class classifier
- binary classifiers
- cost sensitive
- multiple classes
- multi class boosting
- class probabilities
- multi class classifiers
- error correcting output codes
- multiclass problems
- multi class svm
- pairwise
- single class
- binary classification problems
- feature selection
- multi class svms
- classification accuracy
- binary classification tasks
- probabilistic boosting tree
- binary classification
- classification algorithm
- machine learning
- software requirements
- protein classification
- feature space
- multi class problems
- cost sensitive learning
- image classification
- knn
- training set
- text classification
- model selection
- svm classifier
- software development
- object detection
- feature vectors
- cross validation
- decision trees