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Identifying the seed as nt positions 2 8 instead of positions 2 7 decreased the number of predicted targets but improved the S∶N ratio of prediction by around 10% (Figure 6A B).
Further independent validation gave r2≥0.73 and the ratio of prediction deviation (RPD) 4.4 2.1 for LL, LS, COLE, W, CEC, plastic limit (PL), plasticity index (PI), and volumetric shrinkage (VS).
With the contact probe and fresh core presentation, the best prediction models were for pH and BR (RPD = 2.67 and RPD = 2.77 respectively; RPD: ratio of prediction to deviation).
Using reflectance data, our VisNIR penetrometer yielded quantitative SOC predictions with standard error of prediction (SEP = 0.19 log[g kg−1]) and ratio of prediction to determination (RPD = 2.34) highly similar to the ASD contact probe (SEP = 0.18 and RPD = 2.45).
In Chenzhou, the ratio of prediction to deviation (RPD) and the coefficient of determination (R2) were improved from 1.566 and 0.577 to 2.139 and 0.773 by the prediction using the spectral bands associated with organic matter and clay minerals compared with the prediction using the entire VNIR-SR.
We likewise find many high-quality binding sites in all mRNA regions (5'UTR, CDS and 3'UTR), with the number of sites and S∶N ratio of prediction stable over the range of filtering parameters examined.
Similar(53)
The μ and σ for the ratios of prediction made by Eq. (14) to test result are 1.04 and 0.20, respectively.
Several semantic similarity measures using the GO database have been applied to gene products annotated with high ratios of prediction accuracy [ 13, 15- 19].
The mean performance scores reported in Figure 3J closely match the values obtained by taking the ratio of these prediction percentages to the chance prediction percentage.
Except for predictions of Yu and N+, the overlap ratios of predictions are about one-third.
With a sensitivity of 71% and a specificity of 76%, Stepan and colleagues also reported the capability of the sFLT-1/PlGF ratio for prediction of preterm delivery [ 42].
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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