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The validity of datasets directly affects the validity and reliability of the learning algorithm and test.
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Finally, there have been documented cases of large error rates in the accuracy [ 4- 7] and the reproducibility [ 8] of NHS Trust datasets in a variety of medical fields, which casts serious doubts on the validity of Trust datasets, especially when evidence of the deliberate falsification of records has also been reported [ 9].
Coverage could be improved by enhancing the validity of retrospective datasets.
Although concerns about the accuracy of routinely collected datasets have been raised, these data are continuously audited, and the quality and validity of this dataset has been assessed and proved useful for health research (19, 36, 37).
Although concerns about the accuracy of routinely collected datasets has been raised, these data are continuously audited and the quality and validity of this dataset has been assessed and proved useful for health research (25).
It is worth mentioning that a modulation of PR-1 and PDF1.2 expression was observed between GC and WT plants following infection, thus confirming the validity of the dataset, according to previous results obtained by real-time PCR (Fig. 2d,e).
Hence, the assessment is likely complete and assumes a high validity of this dataset.
As a consequence, the quality and validity of our dataset has been assessed and proved useful for health research (22).
Consequently, the quality and validity of our dataset has been assessed and shown to be useful for health research [ 43].
The documentation of all AGnES-home visits on a patient-based level in a standardized computer-assisted documentation system assured high validity of this dataset.
Considering the fact that variations exist in the experimentally measured suppression efficacy, we decided to remove some shRNAs whose efficacy are in the range near 70% in hope of ensuring the validity of the dataset.
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