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The predictor is useful in practice if the good signatures of the testing fold rank above the regular signatures in terms of estimated effectiveness.
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As a result, this study provides confidence that large-scale performance evaluation of protein function predictors is useful.
As can be seen in Table 3, there were sometimes large group differences in the amount of explained variation, and often important differences in which predictors were useful.
Some general predictors are useful for all subcompartments, but the majority of methods are specific for individual compartments and organisms or groups of organisms.
While such predictors are useful for estimating the general distribution of the peptides across the run, they are often not able to capture subtle changes in retention times, such as the ones observed across replicate runs.
pCR is a better predictor but is useful only in a minority of patients, is of no use for endocrine therapy and is too late to influence treatment.
This post-processing step yields a unique ordering among the predictors, which is useful in evaluation.
Therefore, the proposed decision-directed RML-based channel-tracking method with a one-step linear trend channel predictor is very useful for MC-CDMA systems over rapidly Rayleigh fading channel with colored noise.
The MemBrain predictor is a useful sequence-based analysis tool for functional and structural characterization of helical membrane proteins; it is freely available at http://chou.med.harvard.edu/bioinf/MemBrain/.edu/bioinf/MemBrain/
These results indicated that our predictor is a useful tool to predict RNA-binding proteins.
As shown in Table 5, the entire coefficients for the new model are significant, i.e., P value of the t statistic for each coefficient is less than significance level (5%%), so all the predictor variables are useful as predictors of dependent variable (trip time).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com