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Updated: Jun 15, 2025

Modeling the Size Spectrum for Macroinvertebrates and Fishes in Stream Ecosystems
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Modeling the Size Spectrum for Macroinvertebrates and Fishes in Stream Ecosystems

Published on: July 30, 2019

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预测欧洲的载体分布:在什么样本大小下,物种分布模型是可靠的?

Lianne Mitchel1,2, Guy Hendrickx3, Ewan T MacLeod1

  • 1Deanery of Biomedical Sciences, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, United Kingdom.

Frontiers in veterinary science
|June 13, 2025
PubMed
概括

确定随机森林模型的最佳样本大小对于可靠的载体传播疾病监测至关重要. 平衡样本需要750-1000个数据点,而不平衡样本需要更多,20:80的比率被证明是不可靠的.

关键词:
机器学习是机器学习.随机的森林随机的森林样本比率比率 样本比率 样本比率样本的大小 样本大小种类分布模型的物种分布模型.监控监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督监督载体传播疾病 载体传播疾病虚拟物种 虚拟物种 虚拟物种

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