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However, they generalize poorly at locations far from their training inputs, making those predictions have high variance (low precision).
Although the District predicted that changes in water management would increase water levels and flows that exceed the proposed surface water withdrawals, these predictions have high uncertainties.
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The BRmet50 predictions had higher PPVs and NPVs than did the PMID18271932Sig33 predictions.
Below the value of 0.5, the predictions had higher variation and overestimated the utility by 0.26 units on average, whereas the predictions above 0.5 had lower variation and neither over- nor underestimated the EQ-5D weights.
All OMIM-based predictions had higher p-values than CTD-based predictions, but these differences should be interpreted in light of the fewer known proteins in the OMIM database associated with the diseases predicted.
As shown in Figures 8 and 9, the protocol with location prediction has higher delivery ratio and lower transmission cost than the protocol without location prediction when the location update period increases.
Another comparison is between TWINSCAN's predictions that have high log odds ratios and the predictions from [ 15], where [ 15] incorporated the same probability matrices as in the log odds ratio into a model that predicts exon structure.
Here we used 42,544,964 TFBS predictions that have high affinity scores and are conserved between human, mouse, dog and cow [ 38].
Thus, a model that returns only some of the true oncogenes, but no false predictions, will have high co-precision and low co-recall.
As mentioned earlier and according to Menzies et al. [13, 20], a good prediction should have high AUC and PD values as well as low PF value, so with this consideration, we have evaluated the results.
Moreover, all the computational prediction programs have high FPRs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com