Visual Interpretation of Machine Learning: Genetical Classification of Apatite from Various Ore Sources

Machine learning provides solutions to a diverse range of problems in high-dimensional datasets in geosciences. However, machine learning is generally criticized for being an enigmatic black box as it focusses on results but ignores the processes. To address this issue, we used supervised decision b...

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Bibliographic Details
Main Authors: Tong Zhou, Yi-Wei Cai, Mao-Guo An, Fei Zhou, Cheng-Long Zhi, Xin-Chun Sun, Murat Tamer
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Minerals
Subjects:
Online Access:https://www.mdpi.com/2075-163X/13/4/491