Improving the sensitivity of online controlled experiments by utilizing pre-experiment data.
Alex DengYa XuRon KohaviToby WalkerPublished in: WSDM (2013)
Keyphrases
- data sets
- data sources
- original data
- data collection
- data analysis
- complex data
- real time
- synthetic data
- data mining techniques
- data structure
- end users
- data quality
- experimental data
- spatial data
- high quality
- labeled data
- statistical analysis
- data processing
- online learning
- input data
- small number
- image data
- prior knowledge
- knowledge discovery
- data points
- application domains
- probability distribution
- data distribution
- missing values
- multimedia data
- web pages
- data model
- information retrieval