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When TCGA results are fully released, we anticipate a benefit from using the completed data sets for a final update.
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Our analysis used the completed data in the respondent sample, which may bias the findings toward increased adherence.
The awAUC values of Table 6 represent the performance of each method using the complete data set.
The standard deviation of the 25000 metric results were used as an error of the result using the complete data set.
We have previously shown [40] that not using the complete data for building the final (Q SAR model, which is used to predict unseen compounds, will yield a less predictive model.
Alternatively, the overall focusing matrix G could be constructed by stacking the individual receiver focusing matrices G u and solving the optimization problem of (25) using the complete data model.
The primary study cohort was those patients who were diagnosed as having an acute anterior-wall MI, with additional analyses conducted using the complete data set of all MI survivors.
The chemistry results are shown in Table 3. Due to significant gender and site variability, we were unable to create study consensus intervals using the complete data set for three of the 12 analytes (direct bilirubin, total immunoglobulin gamma [IgG], and lactate dehydrogenase [LDH]).
Using the complete data, we computed a set of "true breakpoints" from SVs of length ≥ 2000 (see METHODS).
Note that parameter optimization was carried out by cross-validation within the training data, avoiding potential over-fitting that could result from using the complete data set.
Given the large percentage of particles that contain eEF2 in this sample (∼65%), weak density was observed for the factor in refinements using the complete data sets.
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