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Additional file 7 of Single nucleotide polymorphism genes and mitochondrial DNA haplogroups as biomarkers for early prediction of knee osteoarthritis structural progressors: use of supervised machine learning classifiers

Authors :
Bonakdari, Hossein
Pelletier, Jean-Pierre
Blanco, Francisco J.
Rego-Pérez, Ignacio
Durán-Sotuela, Alejandro
Aitken, Dawn
Jones, Graeme
Cicuttini, Flavia
Jamshidi, Afshin
Abram, François
Martel-Pelletier, Johanne
Publication Year :
2022
Publisher :
figshare, 2022.

Abstract

Additional file 7: Figure S4. Ten-fold cross-validation of the M32-3 and MH17 models. Validation of the model a) M32-3 (age, bone mass index [BMI], TP63, DUS4L, GDF5, FTO) and b) MH17 (age, BMI, mtDNA haplogroup, FTO, SUPT3H) was done using the ten-fold cross-validation (k-fold) methodology, as described in the Methods section and Additional file 4. Train, training stage; test, testing stage.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....9def09633770223bd1a8ffacc72d3260
Full Text :
https://doi.org/10.6084/m9.figshare.21080595