Performance Comparison of Binary Machine Learning Classifiers in Identifying Code Comment Types: An Exploratory Study.
Amila IndikaPeter Y. WashingtonAnthony PerumaPublished in: NLBSE@ICSE (2023)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- machine learning approaches
- decision trees
- feature selection
- supervised classification
- binary classifiers
- support vector
- learning algorithm
- training data
- error correcting
- pattern recognition
- artificial intelligence
- multiple classifiers
- learning problems
- confusion matrices
- learning tasks
- hamming distance
- binary codes
- multiple classifier systems
- naive bayes
- model selection
- feature set
- active learning
- training set
- classification method
- classification algorithm
- svm classifier
- test set
- classification models
- training examples
- classification systems
- supervised learning
- classifier combination
- information extraction
- data mining