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This parameter is a measure of the efficacy of the filtering performed by the SOM clustering.
It is important to test for the efficacy of the filtering method.
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To further evaluate the efficacy of the error filters, we generated a benchmark dataset of simulated homozygous and heterozygous sites by in silico mixing of actual Hiseq sequencing reads from two well-genotyped individuals (see Materials and Methods).
The filter efficacy of the 3 filters types did not differ significantly regarding total bacterial counts.
The filter efficacy of the 3 filter types did not differ significantly regarding total bacteria, when cultivated at 22°C (table 6), which could be explained by retrograde contamination during the practical use.
Therefore, we test data fit to the Poisson distribution to determine the efficacy of each filtering condition.
Indeed, the fact that no anthocyanin biosynthesis genes were identified in the EST filtering results is evidence for the efficacy of EST filtering.
The results demonstrate the efficacy of the spectrotemporal filtering approach in the conditions examined.
We investigated the efficacy of our data filtering steps by estimating the percentage overlap between candidate alternatively spliced exons in our study, with those predicted to be alternatively spliced based on independent EST and mRNA evidence such as those annotated by the "AltEvents" track from build 37 of the mouse genome on the UCSC Genome browser [ 5, 29, 30].
The test cases show the efficacy of the exponential filter and h-adaptivity in removing Gibbs oscillations and improving conditioning.
The efficacy of the proposed filter is demonstrated in edge detection where ES-GSF embedded edge detectors consume 29.9% less energy over the well-known existing architectures.
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CEO of Professional Science Editing for Scientists @ prosciediting.com