An Ounce of Knowledge is Worth a Ton of Data: Quantitative studies of the Trade-Off between Expertise and Data Based On Statistically Well-Founded Empirical Induction.
Brian R. GainesPublished in: ML (1989)
Keyphrases
- trade off
- data sets
- raw data
- statistical analysis
- data collection
- database
- data distribution
- data sources
- image data
- data analysis
- prior knowledge
- data processing
- knowledge discovery
- original data
- synthetic data
- website
- machine learning
- data mining
- databases
- domain knowledge
- high quality
- database systems
- background knowledge
- spatial data
- statistical methods
- empirical data