Geochemical Discrimination of Monazite Source Rock Based on Machine Learning Techniques and Multinomial Logistic Regression Analysis

Geochemical Discrimination of Monazite Source Rock Based on Machine Learning Techniques and Multinomial Logistic Regression Analysis

Detrital monazite geochronology has been used in provenance studies. However, there are complexities in the interpretation of age spectra due to their wide occurrence in both igneous and metamorphic rocks. We use the multinomial logistic regression (MLR) and cross-validation (CV) techniques to estab...

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Bibliographic Details
Main Authors: Keita Itano, Kenta Ueki, Tsuyoshi Iizuka, Tatsu Kuwatani
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Geosciences
Subjects:
monazite
machine learning
rare earth element
trace element
Online Access:https://www.mdpi.com/2076-3263/10/2/63

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