The Prevalence of Code Smells in Machine Learning projects.
Bart van OortLuis CruzMaurício AnicheArie van DeursenPublished in: WAIN@ICSE (2021)
Keyphrases
- machine learning
- machine learning methods
- data mining
- machine learning approaches
- case study
- source code
- learning algorithm
- knowledge acquisition
- software development
- computational intelligence
- real world
- supervised machine learning
- software projects
- machine learning algorithms
- text classification
- pattern recognition
- website
- supervised learning
- information retrieval
- genetic algorithm
- decision trees
- data analysis
- computer vision
- artificial intelligence
- transfer learning
- unsupervised learning
- databases
- explanation based learning
- inductive learning
- project management
- learning systems
- training data
- computer science
- text mining
- natural language processing
- knowledge discovery
- active learning