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I am reading the vignette for the R package randomForestExplainer.

There the result accuracy_decrease (classification) is defined as

mean decrease of prediction accuracy after X_j is permuted

What does it mean "permuted" in this context? How is a predictor variable "permuted"?

Sycorax
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robertspierre
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1 Answers1

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Sample without replacement, i.e. we get a scrambled/"permuted" version of $x_j$.

usεr11852
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