ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision

Mathematics

• Baseline 9%
• Black Box 100%
• Demonstrate 5%
• Experiment 6%
• Healthcare 10%
• Human 15%
• Interpretation 6%
• Machine Learning 19%
• Model 28%
• Opacity 13%
• Prediction 14%
• Prediction Model 11%
• Supervised Learning 25%
• Transform 6%

Engineering & Materials Science

• Autonomous vehicles 8%
• Experiments 2%
• Machine learning 11%
• Opacity 10%
• Supervised learning 16%