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However, the main tasks that affect our algorithm complexity are the sum of maximum size, the running time, and the memory of all <k e y,v a l u e> pairs input to or output from all Mappers/Reducers.
As a second test, we trained the SemiSVR model using the same '38 pairs' input feature encoding developed by Chen.
Examples for the query pairs input can be seen by clicking on the Example button right above the input box.
An average coverage depth of 20 × was observed in the reference assembly and the estimated genome size was calculated by taking the total number of base pairs input to the assembly (919,675,861 bps) and dividing that by the average coverage (20 ×) to yield an estimated genome size of 45.3 Mb which is very close to the previously published estimate of 45.6 Mb [ 41].
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Put out the best pair of selected by GA. Figure 2 Process of using GA to find the best pair input for logistic map.
In the method, each controller is designed sequentially with single-input single-output methods by finding the transfer function for the paired input and output while former loops have been closed.
According to Table 4, correlation between neither of the pair input parameters have been more than 0.5 and this means the input parameters in this research have been independent.
From paired input data, the module GenerateAffyCNTfiles calculates copy numbers (CN), provides smoothed CN-profiles and calculates LOH status of genomic locations.
This was achieved using duplicate experiments comparing untreated and tamoxifen-treated Ring1a −/− Ring1b fl/fl ChIP-seq in diffReps (v1.55.1) with paired input controls.
Very often, a paired "input sample" is generated as well using all the RNA for measuring the entire transcriptome background (please refer to [ 7] for a more comprehensive protocol of this approach).
In more general terms, Park and Marcotte recently argued that any paired input studies should consider separately settings where both, one or neither of the test inputs are shared by the training set as well as presented experimental evidence showing that the different setups lead to differing results in symmetric protein-protein interaction classification problem [ 16].
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CEO of Professional Science Editing for Scientists @ prosciediting.com