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While the detection rate is satisfactory, the false-positive rate is high compared to previous experiments.
This is one reason why we stop short of actually describing the gene repertoire of reconstructed LUCA in any detail (the other reason, of course, is that neither we nor others have developed a fully satisfactory way to account for the false positives due to horizontal gene transfer events - see text).
That's why I have made clear my intention to do away with the false label of "satisfactory" and replace it with a clear statement that a school "requires improvement".
Besides this, the model has the more important feature of being tailored for regulatory purposes with a false negative removal tool: on the test set, a satisfactory accuracy (82%) is preserved while the false negative rate is reduced from 16%to10%0%.
If one has reasoned one's way to a satisfactory resolution of a paradox and identified the false proposition, one often still has the intuition that the rejected proposition is true.
If we increase this parameter to 1.3, the results are very satisfactory with false positive and false negative rates near 0%. Figure 2 shows another scenario with worse conditions than the previous one.
The false site does".
The false promise of Isiah Thomas.
"The whole is the false".
That's the false part.
The false boundaries technique treated flux BCs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com