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Updated: Jan 7, 2026

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
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Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach

Published on: July 3, 2020

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"谁经历了大型模型衰变,为什么?" 一个层次框架来诊断异构的性能漂移

Harvineet Singh1, Fan Xia1, Alexej Gossmann2

  • 1University of California, San Francisco, USA.

Proceedings of machine learning research
|December 31, 2025
PubMed
概括

机器学习 (ML) 模型的性能衰退在各个子组中通常是不均的. 我们的SHIFT框架确定了性能下降的原因和原因,使得有针对性的干预措施能够有效地减轻衰退.

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