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The profile derived from this panel can be compared to an independently genotyped profile for the same individual, allowing accurate validation of data and sample pairings, at a modest cost per sample.
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Missing ground truth data, though, an accurate validation of the results can't really be performed in this case.
Phase 4. Validation of data quality.
This model is based on experimental viro-immunological data and allows an accurate estimation of the exogenous boosting characteristics and explicit insertion or validation of experimental data.
During the development of this model the need for multiple-fold cross-validations has been reinforced, as this gives the most accurate validation results.
However, single batch held-out test data are often precluded in microarray studies, as there will be insufficient samples for both accurate classifier training and accurate validation.
Weekly validation of field data and confirmation of illness by a physician or medical records reduced recall bias and facilitated accurate recording of morbidity.
Validation of microarray data.
CM Validation of sequencing data.
This validation step provided independent validation of microarray data.
Quantitative RT-PCR validation of NGS data.
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