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We examine the contribution of each data source to the integration model.
Partitioned HBS (PHBS) is the contribution of each data partition to HBS.
The block weights indicate the contribution of each data block to the covariance structure of the input and response data.
Second, we were interested in whether or not the relative contribution of each data partition to node resolution was consistent among branches of variable lengths (Table 3).
Using a machine-learning approach to integrate the data from different contexts, I found that E11.5 heart enhancers can often be predicted accurately from data from other contexts, and I quantified the contribution of each data source to the predictions.
Serving as an effective information fusion method, our method automatically inferred the relative contribution of each data source and calculated strength of association between a given query disease and a candidate gene.
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These questions are particularly important because many published studies simply present trees from combined analyses of mtDNA and nucDNA, without any examination of whether the mtDNA and nucDNA trees are congruent, or to what extent the combined-data tree reflects the contributions of each data set [e.g. [ 14- 18], but see for example [ 29]].
A summary of the respective contributions of each data source to the model construction is shown in Table 2. Once a draft metabolic model is obtained, its consistency can be checked using a set of simple tests (see Fig. 2): is the model chemically and physically coherent?
In addition the Eastern Mediterranean Public Health Training Network (EMPHNET) is thanked for their assistance in contribution of data via data analysis course in Amman in 2012.
The partitioned branch supports (PBSs) [ 37], which identify the relative contribution of each of the data partitions to the concatenated tree at each node, were also calculated using ASAP.
Fig. 2 Data coverage over the northern (left) and southern (right) hemispheres within geographic latitudes of 30° 90°: a distribution of GNSS stations; examples of the data coverage accumulated during 1 h by b GPS signals only and c combined GPS and GLONASS signals, d percentage contribution of GLONASS data in each cell.
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