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We obtained an accurate identification of the test sample in 93% of the IgG reactivities and in 88% of the IgM reactivities tested in the SVM set.
Using this method, we obtained an accurate identification of the test sample in 88% of the IgG reactivities and in 85% of the IgM reactivities.
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Finally, the problem of cloud type identification for the test sample was solved according to the similarity between the test sample and specific cloud type subspace.
Ideally, biomarker development ought to begin by the identification of potential candidates, preferably using relatively small sample sizes in the interest time and cost, proceed with replication in a larger independent cohort, followed by validation in a blinded cohort in which the phenotype of the tested sample is unknown.
An unequivocal identification of a tested sample can be reached by comparing its DNA sequences against the sequence of an authentic sample.
For the ease of identification, all the test fabric samples were coded as shown in Table 1.
Identification using various methods classified the tested samples into six taxonomic groups.
In addition to cytological examination of cells collected for identification of cervical cancer, Pap test samples are now routinely used to test for the presence of human papilloma virus DNA [ 39], but could potentially be used for diagnosis of other gynecological diseases.
The use of untreated patients for the training and test sample sets permits unequivocal identification of prognostic genes that are not confounded with response genes, thereby providing insight into pathway directed therapies and opportunities for basic research.
Upon completion of the tests, 39 samples were removed from further consideration because they represented obvious labeling mistakes or other mix-ups in stock identification (Table S1).
The "Mendelian" approach enables only the identification of loci segregating in tested samples of a given cross.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com