Preserving Statistical Validity in Adaptive Data Analysis.
Cynthia DworkVitaly FeldmanMoritz HardtToniann PitassiOmer ReingoldAaron RothPublished in: CoRR (2014)
Keyphrases
- data analysis
- data driven
- machine learning
- statistical analysis
- statistical significance
- statistical methods
- data processing
- data mining and statistical
- adaptive algorithms
- statistical data
- website
- data collection
- artificial intelligence
- statistical information
- adaptive control
- data mining
- statistics and machine learning
- databases
- case study
- expert systems
- real time
- metadata
- rough set theory
- information systems
- hypothesis testing
- learning algorithm