Characterization and Automatic Updates of Deprecated Machine-Learning API Usages.
Stefanus A. HaryonoFerdian ThungDavid LoJulia LawallLingxiao JiangPublished in: ICSME (2021)
Keyphrases
- machine learning
- decision trees
- computational intelligence
- fully automatic
- machine learning methods
- semi automatic
- computer vision
- source code
- machine learning and data mining
- inductive learning
- semi supervised learning
- text classification
- open source
- text mining
- supervised learning
- active learning
- databases
- artificial intelligence
- high level
- pattern recognition
- data driven
- database systems
- knowledge acquisition
- model selection
- natural language
- machine learning algorithms
- learning systems
- feature selection
- data analysis
- information extraction
- statistical methods
- third party
- data sets
- database