Optimizing for Recall in Automatic Requirements Classification: An Empirical Study.
Jonas Paul WinklerJannis GrönbergAndreas VogelsangPublished in: RE (2019)
Keyphrases
- classification scheme
- classification accuracy
- statistical classification
- classification algorithm
- support vector machine svm
- pattern recognition
- pattern classification
- high precision
- decision rules
- supervised learning
- support vector machine
- preprocessing
- application specific
- image classification
- decision trees
- automatic classification
- classification systems
- fully automatic
- classification models
- incremental learning
- classification process
- information systems
- classification method
- benchmark datasets
- features extraction
- document classification
- object classification
- classification rules
- cross validation
- machine learning
- machine learning algorithms
- training samples
- text classification
- feature set
- support vector
- image processing
- feature selection
- genetic algorithm
- information retrieval