CFDB: Machine Learning Model Analysis via Databases of CounterFactuals.
Idan MeyuhasAviv Ben-ArieYair HoreshDaniel DeutchPublished in: SIGMOD Conference (2022)
Keyphrases
- databases
- machine learning
- high level
- probabilistic model
- statistical model
- computational model
- knowledge acquisition
- natural language processing
- management system
- probability distribution
- statistical analysis
- theoretical analysis
- data analysis
- formal model
- neural network
- experimental data
- neural network model
- learning models
- image analysis
- database
- relational databases
- pattern recognition
- decision trees
- knowledge base
- feature selection
- learning algorithm
- data sets