How do Machine Learning Projects use Continuous Integration Practices? An Empirical Study on GitHub Actions.
João Helis BernardoDaniel Alencar da CostaSérgio Queiroz de MedeirosUirá KuleszaPublished in: CoRR (2024)
Keyphrases
- machine learning
- case study
- machine learning methods
- professional practice
- action space
- machine learning algorithms
- management practices
- continuous action
- computational intelligence
- knowledge acquisition
- data mining
- small and medium sized enterprises
- active learning
- text mining
- text classification
- management tools
- learning algorithm
- plan recognition
- situation calculus
- feature selection
- capability maturity model
- inductive learning
- learning tasks
- learning systems
- model selection
- natural language processing
- pattern recognition
- decision trees
- computer vision
- data integration
- decision theoretic
- information systems
- enterprise resource planning
- computer science
- reinforcement learning