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The evidence is most definitive for STS3 and STS4, where strong predictions are obtained by all three methods for at least one region each (there are also weaker predictions for a possible 2 additional areas in STS3).
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The weaker prediction to symptoms than to disorders may be explained by the methods employed for collecting the data.
Their performance is dependent on the quality of the input alignments, and the main drawbacks include a weaker prediction efficiency and the need for a high-capacity CPU.
Results of similar comparisons employing the change from baseline to week 4 in biomarker levels yielded weaker prediction power (data not shown) than findings based on baseline biomarker data.
Manske et al. reported that the cortical area of the femoral neck, assessed using MRI, was significantly associated with failure load, with, however, a weaker prediction than that obtained with BMD using DXA [ 17].
In accordance with other studies, we also found that the use of dichotomous risk factors gave significantly weaker prediction of incident cases of type 2 diabetes than using the metabolic risk factors as continuous variables [ 4, 15].
Notice that depending on the chosen values for ϑ and Γ and the fluctuations of node x i, we either have ϑ ≥ β i or ϑ < β i. Benchmark tests (Section 3) indicated that Condition (i) or (ii) alone leads to weaker prediction performance (results not shown).
Additionally, it also stores information of experimentally validated targets to test the reliability of predicted targets and provides valuable information to distinguish weak predictions.
But these models provided relatively weak predictions.
For a set of weakest predictions, we observed the opposite.
The theories offer predictions about the rate of these two forms of divergence, albeit weak predictions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com