activity
20192026
most citedUnrestricted Permutation forces Extrapolation: Variable Importance Requires at least One More Model, or There Is No Free Variable Importance

38 citations · 76 across the 7 of their papers we have counts for

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Showing 2021Show all

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stat.ML2021★ 3 cited

Trees, Forests, Chickens, and Eggs: When and Why to Prune Trees in a Random Forest

Siyu Zhou, Lucas Mentch

Due to their long-standing reputation as excellent off-the-shelf predictors, random forests continue remain a go-to model of choice for applied statisticians and data scientists. D…