Towards Modular Machine Learning Solution Development: Benefits and Trade-offs.
Samiyuru MenikLakshmish RamaswamyPublished in: CoRR (2023)
Keyphrases
- machine learning
- trade off
- machine learning methods
- artificial intelligence
- model selection
- software engineering
- natural language
- computer vision
- pattern recognition
- optimal solution
- rapid development
- integer programming
- learning tasks
- data analysis and data mining
- future development
- exact solution
- explanation based learning
- optimization method
- mathematical model
- knowledge based systems
- information systems
- decision support
- feature selection
- support vector machine
- active learning
- decision making
- search space
- case study