Welcome to the FAQ page for Infermatic.ai! Here, you can find answers to your questions about large language models and the AI industry. Whether you’re curious about how to use our tools or want to learn more about AI, this page is a great place to start.
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Related Questions
- What is the main purpose of LIME, and how does it provide feature importance visualization?
- Can you explain the working mechanism of LIME, and how it generates feature importance scores?
- How does LIME handle complex models, and what are the benefits of using LIME for model explainability?
- What are some common applications of LIME in real-world scenarios, and how does it aid in decision-making?
- Can you compare LIME with other model interpretability techniques, such as SHAP and feature permutation importance?
- How does LIME handle high-dimensional feature spaces, and what are some strategies for reducing dimensionality?
- What are some limitations and challenges of using LIME, and how can they be addressed in practice?
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