Practice-based Collection of Bad Smells in Machine Learning Projects.
Hironori TakeuchiHaruhiko KaiyaHiroyuki NakagawaShinpei OgataPublished in: KES (2023)
Keyphrases
- machine learning
- case study
- pattern recognition
- document collections
- database
- decision trees
- knowledge acquisition
- information extraction
- explanation based learning
- learning problems
- computer vision
- machine learning algorithms
- software development
- real world
- learning systems
- natural language processing
- active learning
- data analysis
- artificial intelligence
- support vector machine
- computational intelligence
- knowledge discovery
- text classification
- knowledge representation
- reinforcement learning
- machine learning methods
- learning tasks
- inductive learning
- software projects
- data mining
- tool support