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Fig. 1 | BMC Medicine

Fig. 1

From: Single nucleotide polymorphism genes and mitochondrial DNA haplogroups as biomarkers for early prediction of knee osteoarthritis structural progressors: use of supervised machine learning classifiers

Fig. 1

Flowchart of the proposed methodology in probability values of being structural progressors (PVBSP). DT, decision tree; DT-SA-ELM, decision tree and self-adaptive ELM; ELM, extreme learning machine; KNN, K-nearest neighbor; mtDNA, mitochondrial DNA; PVBSP, probability values of being structural progressors; RF, random forest; risk factors, age and bone mass index; SA-ELM, self-adaptive ELM; SVM, support vector machine; TASOAC, external cohort from the community-based Tasmanian Older Adult Cohort Study

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BMC Medicine

ISSN: 1741-7015

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