Pitfalls in Machine Learning Research: Reexamining the Development Cycle.
Stella BidermanWalter J. ScheirerPublished in: CoRR (2020)
Keyphrases
- development cycle
- machine learning
- software development
- software projects
- development process
- agile software development
- pattern recognition
- machine learning algorithms
- computer vision
- natural language processing
- design process
- inductive learning
- learning tasks
- knowledge acquisition
- computational intelligence
- software engineering
- machine learning methods
- support vector machine
- learning algorithm
- learning systems
- knowledge engineering
- data mining
- explanation based learning
- text classification
- information extraction
- case study
- databases
- knowledge management
- open source
- text mining
- knowledge discovery
- image analysis
- inductive logic programming
- design patterns
- data analysis
- cooperative
- multi agent
- machine learning approaches
- decision trees