What AI says about LIME
LIME is an R package that implements the Local Interpretable Model-agnostic Explanations approach to explain predictions from black-box classifiers.
AI calls itsimple,interpretable,easy to understand,intuitive,less stable,model-agnostic
Since Jul 5Updated Nov 5, 2026Based on 15,922 AI answers
Reviewed by Dimitry Apollonsky
<1%
of AI answers about LIME and its rivals · since Jul 5
Based on 15,922 AI answers
- ChatGPT<1%
- Google AI Mode<1%
How often AI mentions LIME
of AI answers about LIME and its rivals
Markets where AI mentions LIME
Topics where AI mentions LIME
- AI picks mostMentioned in
- We are investigating why our model is confident but wrong. Who provides explainable AI (XAI) tools?on this questionAI picks Fiddler AI most14%
Excerpts where LIME appeared in the AI's answer
Google AI ModeSep 3, 2026, Google AI Mode LIME (Local Interpretable Model-agnostic Explanations): LIME tests what happens to a model's predictions when you playfully perturb the inputs of a single prediction.
Google AI ModeAug 26, 2026, Google AI Mode LIME (Local Interpretable Model-agnostic Explanations): LIME tests what happens to a model's predictions when you playfully perturb the input data around a single prediction.
- What is the best tool for explaining black-box model predictions to non-technical stakeholders?on this questionAI picks SHAP Documentation most7%
Excerpts where LIME appeared in the AI's answer
- The problem is our AI models are a "black box." What's the best AI model explainability and monitoring tool for ensuring fairness and transparency?on this questionAI picks Fiddler AI most2%
Excerpts where LIME appeared in the AI's answer
Google AI ModeJul 10, 2026, Google AI Mode LIME (Local Interpretable Model-agnostic Explanations): Strengths: LIME is highly efficient at explaining individual predictions
- I need a tool for explaining black-box model predictions that can generate easy-to-understand reports for stakeholders.on this questionAI picks InterpretML most2%
Excerpts where LIME appeared in the AI's answer
Google AI ModeSep 4, 2026, Google AI Mode LIME hones in on a single prediction by approximating the complex black-box model locally with a simpler, interpretable linear model.
LIME in AI answers
I need a predictive maintenance model that explains its reasoning and does not operate as a black box.
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