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I was going through paper of LIME( Locally interpret-able model agnostic explanation) I am wondering how exactly data is sampled at point of interest to fit regression?

https://arxiv.org/pdf/1602.04938.pdf ( Section 3).
Any simple explanation is appreciated.

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