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Updated: Jan 18, 2026

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一种新的杂交模型用于预测物种分布,使用概率随机森林,主要成分分析和遗传算法

Taiwo A Adekunle1, Ibrahim K Ogundoyin1, Caleb O Akanbi1

  • 1Department of Computer Science, Osun State University, Osogbo, Nigeria.

PloS one
|September 10, 2025
PubMed
概括

这项研究引入了一种基因优化的概率随机森林 (PRFGA) 模型,用于预测物种分布. PRFGA通过整合遗传算法优化,以在复杂的数据集中进行增强的特征提取,显著提高了预测准确性.

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