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April 10, 2024Open Access

Improving prediction accuracy by choosing resampling distribution via cross-validation

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Authors

WYWataru YoshidaKHKei HiroseKyushu University

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Yoshida et al. (2024) studied this question.

synapsesocial.com/papers/68e6fb90b6db643587675da5https://doi.org/10.48550/arxiv.2404.06932
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Prediction error estimation: a comparison of resampling methods2005 · 1,376 citations
  2. 2A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection1995 · 10,698 citations
  3. 3Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation1983 · 2,182 citations
  4. 4Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation1983 · 581 citations
  5. 5A new non-parametric resampling method based on representative points2026