An Assessment of Machine Learning Algorithms and Models for Prediction of Change-Prone Java Methods.
Paulo Roberto FarahRogério C. SilvaSilvia R. VergilioPublished in: SBES (2023)
Keyphrases
- machine learning algorithms
- machine learning methods
- benchmark data sets
- machine learning models
- learning algorithm
- machine learning
- decision trees
- learning models
- machine learning approaches
- learning problems
- machine learning systems
- predictive accuracy
- random forests
- predictive model
- supervised learning algorithms
- probabilistic model
- input features
- learning tasks
- data sets
- natural language processing
- training set
- feature selection
- standard machine learning algorithms