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Also, by maximizing the information content, models that use all the available data are intrinsically more powerful than models that use only one data type.
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However, most current studies used only one data source of human disease phenotype.
However, filling the sequence gaps and evaluating the quality of the assembly data using only one data set may be difficult.
Some used only one data collection format such as self-report [ 7, 14, 25, 26] while others used both subjective and objective measures [ 16, 27].
The modules were derived using only one data set [ 12], and while individual modules were not prognostic across all eight validation sets examined, specific non-linear combinations of these modules were.
Some authors used only one data source, i.e. medical records [ 6] or hospital discharge records (HDR) [ 11- 14] that, in some countries, such as the UK, include a maternity tail containing additional information on the pregnancy [ 11].
The new MIT system uses only one data-capture device — the new Kinect camera designed for Microsoft's Xbox gaming system — and averages about 15 frames per second.
In addition, the use of only one data collection point obviates the need for matching students who participated in the first data collection to students who participated in the second one.
As expected, classifiers that can use all the available data are more powerful that those that use only one type of data.
Both methods combine interaction and expression data and have been proven to outperform a set of earlier methods that use only one of the data sources in the task of finding gene modules.
The values presented here are based on daily estimates, i.e. using only one day of observational data.
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