MLBench: Benchmarking Machine Learning Services Against Human Experts.
Yu LiuHantian ZhangLuyuan ZengWentao WuCe ZhangPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- human experts
- machine learning
- domain experts
- web services
- domain specific knowledge
- pattern recognition
- support vector machine
- service providers
- post processing
- service oriented
- computational intelligence
- feature selection
- databases
- knowledge acquisition
- feature vectors
- domain knowledge
- supervised learning
- natural language processing
- classification rules
- nearest neighbor
- general purpose
- control system
- expert systems
- preprocessing
- reinforcement learning
- real world