Ranking Data Slices for ML Model Validation: A Shapley Value Approach.
Eitan FarchiRamasuri NarayanamLokesh NagalapattiPublished in: ICDE (2021)
Keyphrases
- data sets
- data analysis
- database
- raw data
- statistical analysis
- image data
- original data
- data collection
- prior knowledge
- knowledge discovery
- cooperative
- data processing
- data structure
- data distribution
- training data
- databases
- data quality
- multi agent systems
- maximum likelihood
- high quality
- attribute values
- spatial data
- network structure