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marcotcr / lime

Lime: Explaining the predictions of any machine learning classifier
BSD 2-Clause "Simplified" License
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There is a new technique called Quantitative Input Influence (QII), it is very similar to lime especially in explaining the image classification model, but could you please help me in understanding the key difference between LIME and QII? #608

Closed man0007 closed 3 years ago

man0007 commented 3 years ago

QII Paper: https://people.umass.edu/yzick/papers/transparency.oakland16.pdf

Code base: https://github.com/hovinh/QII

marcotcr commented 3 years ago

Sorry, you'll have to read both papers and learn by yourself : )