Complexity vs. performance: empirical analysis of machine learning as a service.
Yuanshun YaoZhujun XiaoBolun WangBimal ViswanathHaitao ZhengBen Y. ZhaoPublished in: Internet Measurement Conference (2017)
Keyphrases
- empirical analysis
- machine learning
- empirical studies
- theoretical analysis
- service providers
- listed companies
- machine learning methods
- pattern recognition
- service discovery
- computational complexity
- learning tasks
- support vector machine
- supervised learning
- data mining
- learning problems
- text classification
- information extraction
- end users
- active learning
- reinforcement learning
- feature selection
- management system
- knowledge discovery
- machine learning algorithms
- data analysis
- decision trees
- data sets