A Multi-Level Stacking Ensemble Architecture: Advantages of Random Forest, Extreme Gradient Boosting, and Light Gradient Boosting Machine for Porphyry-Related Al-Based Mineral Prospectivity Mapping

IF 6 2区地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY

Natural Resources Research Pub Date : 2026-09-22 DOI:10.1007/s11053-026-10763-3

Elnaz Geravandi,Reza Ghezelbash

引用次数: 0

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多层次叠加集成体系结构：随机森林、极端梯度增强和光梯度增强机在斑岩相关铝基矿物远景定位中的优势

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Natural Resources Research Environmental Science-General Environmental Science

CiteScore

11.90

自引率

11.10%

发文量

151

期刊介绍： This journal publishes quantitative studies of natural (mainly but not limited to mineral) resources exploration, evaluation and exploitation, including environmental and risk-related aspects. Typical articles use geoscientific data or analyses to assess, test, or compare resource-related aspects. NRR covers a wide variety of resources including minerals, coal, hydrocarbon, geothermal, water, and vegetation. Case studies are welcome.