CFDB: Machine Learning Model Analysis via Databases of CounterFactuals

Keyphrases

• Machine Learning Models 100%
• Data Scientist 100%
• Database Machines 100%
• Multiple Levels 50%
• Levels of Abstraction 50%
• Unified Framework 50%
• Complex Machines 50%
• Relational Framework 50%
• Analyzing Model 50%
• Evolving Classifiers 50%
• Loan Approval 50%
• Loan-level Data 50%
• Lending Club 50%

Computer Science

• Machine Learning 100%
• Data Scientist 100%
• Model Analysis 100%
• Database Machine 100%
• Unified Framework 50%
• Recent Literature 50%