Building reproducible, reusable, and robust machine learning software.
Joelle PineauPublished in: DEBS (2020)
Keyphrases
- machine learning
- software systems
- software components
- machine learning methods
- data mining
- software reuse
- information extraction
- learning tasks
- software development
- learning algorithm
- support vector machine
- software maintenance
- control system
- text classification
- software package
- machine learning approaches
- personal computer
- inductive learning
- hardware design
- development process
- reusable components
- statistical methods
- machine learning algorithms
- knowledge acquisition
- source code
- text mining
- natural language processing
- user interface
- computer science
- feature selection
- information retrieval