Source Code Comment Classification using Logistic Regression and Support Vector Machine.
Soumen PaulPublished in: FIRE (Working Notes) (2022)
Keyphrases
- logistic regression
- source code
- support vector machine
- support vector
- linear support vector machines
- decision trees
- fold cross validation
- open source
- software systems
- logistic regression models
- svm classifier
- software maintenance
- software evolution
- linear svm
- feature selection
- classification trees
- class membership probabilities
- naive bayes
- classification accuracy
- support vector machine svm
- loss function
- software repositories
- decision boundary
- machine learning
- training set
- feature vectors
- software projects
- kernel methods
- image classification
- case study
- classification models
- hyperplane
- supervised learning
- text classification
- kernel function
- feature space
- training data
- text files
- knn
- feature ranking
- plagiarism detection
- program understanding
- k nearest neighbor