Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development.
Angela LeeDoris XinDoris LeeAditya G. ParameswaranPublished in: CoRR (2020)
Keyphrases
- real world
- mathematical model
- machine learning
- experimental data
- wide range
- prediction model
- statistical model
- case study
- computational model
- probabilistic model
- probability distribution
- information processing
- management system
- expert systems
- reinforcement learning
- information systems
- pattern recognition
- information extraction
- natural language processing
- model selection
- theoretical analysis
- parameter estimation
- similarity measure
- image sequences
- knowledge base
- data mining