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These advances have increased our precision of identifying oncogenic driving events and, most importantly, increased our precision at predicting clinical outcome.
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Considering the CREB1 data with partial genotype information, this second alignment identified 11 additional correct sites of allelic imbalance while eliminating 6 incorrect sites, increasing the sensitivity to 47 % and precision to 58%% at predicted heterozygous sites (Table 2).
While none of the interaction datasets change significantly with this process excluded, both gene expression datasets show substantial decay in their precision-recall characteristics, suggesting they are generally less reliable at predicting functional relationships over a broad range of processes.
"They are exceptionally good at predicting trends".
Because they are exceedingly good at predicting.
While a high degree of precision in predicting AQoL scores at the individual level would imply a high level of precision with respect to other criteria, such precision might not be necessary for the sort of between-group comparisons that form the basis for estimates of both treatment effects and health-state utilities.
Each predicted concentration was verifiedfor their precision by preparing the solutions at predicted concentrations andinjected each solution six times for analyses.
We tested whether a similar second alignment would boost the sensitivity and precision of allelic imbalance identification at predicted heterozygous sites.
When considering imbalances at variants with both alleles included in the alignment, precision only varied slightly, but it increased at predicted sites with higher thresholds.
As expected, a stricter threshold reduced the number of imbalances detected, but it also decreased sensitivity and precision (Additional file 2: Table S2), especially at predicted heterozygous sites.
"The name 'stress test' implies a level of precision for predicting future losses and earnings that simply does not exist," Tom Brown, an analyst at Bankstocks.com, wrote.
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