most citedV-fold cross-validation improved: V-fold penalization

38 citations · 40 across the 2 of their papers we have counts for

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2 papers

math.ST2008★ 38 cited

V-fold cross-validation improved: V-fold penalization

Sylvain Arlot

We study the efficiency of V-fold cross-validation (VFCV) for model selection from the non-asymptotic viewpoint, and suggest an improvement on it, which we call ``V-fold penalizati…

math.ST2007★ 2 cited

Model selection by resampling penalization

Sylvain Arlot

We present a new family of model selection algorithms based on the resampling heuristics. It can be used in several frameworks, do not require any knowledge about the unknown law o…