The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development.
Micah J. SmithCarles SalaJames Max KanterKalyan VeeramachaneniPublished in: SIGMOD Conference (2020)
Keyphrases
- machine learning
- artificial intelligence
- computer vision
- st century
- development process
- information processing
- decision support
- data mining
- development environment
- machine learning approaches
- computationally efficient
- knowledge acquisition
- maximum likelihood
- information retrieval
- knowledge representation
- design process
- designing effective
- database
- case study
- inductive logic programming
- high quality
- cost effective
- learning systems
- text mining
- evolutionary algorithm
- model selection
- knowledge discovery
- information extraction
- software engineering
- text classification