Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark.
Cody ColemanDaniel KangDeepak NarayananLuigi NardiTian ZhaoJian ZhangPeter BailisKunle OlukotunChristopher RéMatei ZahariaPublished in: CoRR (2018)
Keyphrases
- machine learning
- statistical analysis
- information extraction
- computational cost
- machine learning algorithms
- error rate
- data analysis
- pattern recognition
- active learning
- data mining
- learning algorithm
- error analysis
- predictive modeling
- case study
- decision trees
- text mining
- high accuracy
- image processing
- search engine
- learning systems
- comparative analysis