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Nevertheless, the SVM produces the highest G-Mean, indicating that the error in misclassification of this algorithm is consistently low.
Any misclassification of this group would have meant that we may have underestimated some of the differences we identified.
The misclassification of this pathological condition may be due to the variable data of age and gender.
Therefore, misclassification of this important risk factor is likely present.
Additional studies understanding misclassification of this critical HIV risk variable in MSM are needed.
If misclassification of this type occurred, the difference in MRSA rates between outpatient and inpatient isolates would be underestimated.
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However, we don't consider this potential misclassification of the outcome to differ between the treatment arms.
To the extent that this caused differential misclassification of SES, this could account for some or all of our findings.
With regards to the misclassification of BPH, this might not occur in patients who had received a surgical procedure.
(Later laboratory research has shown that the expression of the color patterns is sensitive to the thermal environment during development and thus the gene frequency estimates may be subject to significant measurement error, owing to the misclassification of genotypes. This is yet another source of variation, not accounted for in the Ford analyses.
There is potential for clinical coding to lead to misclassification of disease, and this misclassification may vary by different data sources.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com