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Average yield increase with SRI methods was only 27%, but the survey also showed that this is with incomplete adoption of the recommended SRI practices.
Because the doctors do not have AUC results, the comparison between doctors and machine learning methods was only based on the ACC values.
We tested the effect of this difference for our BXD RI data at 300 markers and the average percent difference in P-value between methods was only 12%.
However, with respect to sites segregating for SNPs, the percentage agreement between these two methods was only 73.3% (55/75 SNPs; these 55 SNPs are reported in Table S3).
One could argue that the global view depicted in Fig. 5 in the
Thus, making correct reward preference decisions (see methods) was only possible after correctly discriminating novel and familiar stimuli.
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Moreover, these methods are only effective for some specific dataset.
However, available methods are only valid for ideal mixtures.
But such imaging methods are only able to image, for instance, the outer shape of the prostate.
This should not, however, be a concern after one diamond, since the chance of a three-card suit in standard methods is only one in 39.
Moreover, these methods are only valid at the area where they were developed.
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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