Understanding LIME | Explainable AI

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This is a step-by-step explanation of how LIME works, focusing on the classification task for tabular data. This video derives from my bachelor's thesis, which you can find on my LinkedIn.

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That was comprehensive and perfect. thank you so much for sharing it.

farnazfarhand

I have worked on LIME. The best explanation I have seen on it

daryab

Crystal clear and very helpful, I initially planned to delve into the LIME paper before watching any videos to gain a deeper understanding. However, I'm extremely fortunate that I watched the video first because the explanation was exceptionally clear. Thank you so much for sharing your insights on LIME.

shengtiansang

I found your video very helpful and a good introduction to LIME. Thanks!

ranaypadarath

Great Explanation of the topic! 💪Hope you upload more videos on more topics 🙏

mohamadmmdouh

Your explanation is in depth and its a good thing not many channels explain like this. So do one thing in initial explanation terms or make series for understanding terms so you can link it while explaining and it will be easier to understand.

sanjaynt

Very interesting and informative. Really liked the presentation.

frenkie

You had also a power point file in your github about SHAP. Have you prepared a video like this for SHAP as well? I didn't find any through search.

farnazfarhand

Thanks a lot. Please how can we get the image that shows which part was informative to the classifier ? is it LIME that give us this?

imanemoustati

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