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Evaluating classification and explainability in multimodal petrographic image analysis

arXiv cs.AI · Thomas James Wood, Oktay Karaku\c{s}, Can Ey\"upo\u{g}lu ·

arXiv:2611.10331v1 Announce Type: new Abstract: Automated thin-section classifiers increasingly combine plane-polarised and cross-polarised light (PPL and XPL), two complementary views central to petrographic identification. Classification accuracy alone does not reveal whether model errors reflect mineralogical…

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