Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM).
Hajar BaghchebandCarlos SoaresLuís Paulo ReisPublished in: ISMIS (2024)
Keyphrases
- data sets
- synthetic data
- data analysis
- data processing
- machine learning
- original data
- raw data
- data collection
- noisy data
- missing data
- input data
- knowledge discovery
- significant improvement
- bayesian methods
- information loss
- training data
- database
- high accuracy
- image data
- computer systems
- statistical analysis
- data distribution
- test data
- statistical methods
- high quality
- labeled data
- detection method
- data sources
- bayesian networks
- end users
- databases
- data quality