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Predictions from each of the known host genera could be combined to provide more complete predictions of expected hosts.
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In that situation, additional independent markers (for example inflammatory markers, possibly genetic markers) will still be needed if we are to attain a more complete prediction of the outcomes in individual EPA patients.
This can lead to more complete performance predictions than when considering merely the central tendencies of RTs for speed and the proportion of correct responses for accuracy.
Clearly, in order to make more accurate and complete predictions, more and highly diverse ChIP datasets are needed.
A more complete expression prediction model may be to include co-localized TFs which also bind distal to a target gene.
We noted that a GeneWise analysis using the D. melanogaster gene model often results in a more complete protein prediction than the one available in the annotation database [ 22].
Such reciprocal relations between the group and the individual parameters result in more complete and accurate predictions that can be applied both to particular individuals and to the population (Rouder & Lu, 2005).
Fusion methods look to take advantage of orthogonal information captured by multiple analytical platforms that, when taken together, increase the classification power over that of a single measurement platform, thus allowing more accurate and complete predictions of the phenotype of interest.
A more complete list of personality prediction literature can also be found in the survey of Vinciarelli et al. [4].
First, the PSSM representation contains sequence evolution information, which provides more complete sampling for statistical prediction methods.
They found that prediction models that include more complete medical information have a good prediction accuracy, which is higher than those models including limited information with non-significantly different accuracy in the longer term.
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