Predictive and Causal Implications of using Shapley Value for Model Interpretation

Mathematics

• Shapley Value 100%
• Interpretation 51%
• Model 24%
• Predictive Modeling 15%
• Feature Selection 12%
• Bayesian Networks 11%
• Conditional Independence 11%
• Relationships 11%
• Performance 10%
• Game Theory 10%
• Machine Learning 10%
• Straight 9%
• Concepts 9%
• Target 7%
• Modeling 5%
• Framework 5%

Engineering & Materials Science

• Game theory 16%
• Bayesian networks 14%
• Feature extraction 11%
• Machine learning 10%