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In order to illustrate the development process from end to end, including a transparent decision rule, we have introduced a more parsimonious classifier with sensitivity, specificity, and overall accuracy very similar to the 70-gene MammaPrint signature.
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This allows us to construct more parsimonious classifiers, which can then be compared to those which use the primary variables only.
Using logistic regression as classifier, a more parsimonious predictive model was found.
As the joint effects of multiple genes are evaluated together, we expect that the final list of genes selected by TSG is more parsimonious than k-TSP and HC-k-TSP classifiers.
Maximum parsimony analysis and bootstrap resampling was conducted as above, obtaining one more parsimonious tree.
Could Bausch have been a bit more parsimonious?
Nearly everyone they knew had become more parsimonious.
A more parsimonious and perhaps more sensible social economy would arrange things differently.
Part of the soft-landing strategy of Mr. Liu and Mr. Zhou is to make the banks more parsimonious.
There's another superlative for this World Cup; there has never been a more parsimonious team.
He might consider being a little more parsimonious in doling them out.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com