Development and application of feature engineered geological layers for ranking magmatic, volcanogenic, and orogenic system components in Archean greenstone belts

Geologically representative feature engineering is a crucial component in geoscientific applications of machine learning. Many commonly applied feature engineering techniques used to produce input variables for machine learning apply geological knowledge to generic data science techniques, which can...

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Bibliographic Details
Main Authors: R.M. Montsion, S. Perrouty, M.D. Lindsay, M.W. Jessell, R. Sherlock
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Geoscience Frontiers
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987123002268