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This criterion is more robust to noise than the split criteria of the classic decision trees.
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To assess whether the gene expression data derived from samples that pass all of the QC criteria was more robust than that derived from samples that failed one or more conditions, for every sample, regardless of QC metric values, expression levels were extracted for the 100 maintenance genes.
Errors for the certain cases are less plausible because the criterion of certain GHD (pituitary MRI) is more robust.
By introducing the prior weight of each basis during sparse reconstruction, the proposed SRC is more robust compared to other outlier detection criteria.
But this means that robustness as a criterion cannot give unequivocal results, unless there is some way of saying which body of data is more robust: the body that supported the theoretical entity or the body which did not.
R-histogram is more robust to shearing.
But obviously, this is more robust.
In addition, the skeleton is more robust.
The ulna is more robust proximally, while the radius is more robust distally.
Because the INRGSS is based on the extent of disease before surgery or other therapy, the criteria should be more robust and reproducible than the prior staging system, which was based on extent of surgical resection.
Such an approach is suboptimal by our criterion, but may be more robust to those unexpected events that befall real-world experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com