Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases

Keyphrases

• Machine Learning Models 100%
• Invocation 100%
• Computationally Expensive 50%
• Declarative Framework 50%
• Algorithm Design 50%
• Declarative Queries 50%
• Multiple Lines 50%
• Generation Time 50%
• Multiple Datasets 50%
• Model Fairness 50%
• Complex Constraints 50%
• Relational Schema 50%
• Counterfactual Generation 50%
• Assessing Model 50%

Computer Science

• Machine Learning 100%
• Algorithm Design 50%
• Use Case 50%
• Generation Time 50%
• Counterfactual Model 50%
• Relational Schema 50%