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LIME

LIME

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LIME

#lime·0 followers·2 articles
LIME
Tilak Savani
Tilak Savani
model-interpretability-in-ml.hashnode.dev·Jul 26, 2025
Jul 26, 2025

🔍 Model Interpretability in Machine Learning: SHAP & LIME

🧠 Introduction As machine learning models become more complex, understanding how and why a model makes predictions is critical. This is where model interpretability comes in. Tools like SHAP and LIME offer insights into model decisions, especially w...

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SHAP
Tushar Aggarwal
Tushar Aggarwal
how-to.hashnode.dev·Nov 03, 2023
Nov 03, 2023

LIME : Explaining Machine Learning Models with Confidence

Machine learning models have become increasingly complex and accurate over the years, but their opacity remains a significant challenge. Understanding why a model makes a particular prediction is crucial for building trust and ensuring that it behave...

LIME : Explaining Machine Learning Models with Confidence
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