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Therefore, classification accuracy can be improved by filtering out the irrelevant features.
We also demonstrate that it is possible to roughly estimate whether or not the visual quality can clearly be improved by filtering.
Specificity could be improved by filtering for additional hospitalization in the past 3 months, but with a significant loss of sensitivity: this was 22.1%[15.3-28.2[15.3-28.2%ve and 89.4%[87.0-91.3[87.0-91.3%c.
In summary, we find that microarray data can be improved by filtering and scaling probes to RNA-Seq expression values using a relatively small number of samples, and that both methods provide reproducible gene-level expression information that can lead to valuable biological insights.
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Data quality is improved by filtering out users with a large proportion of missing values.
The ratio of true positives among all positives will be improved by the GeneWaltz filtering process, especially when the length of exon is longer than 100 codons.
We show that now-casting can be improved by (1) applying user filtering techniques and (2) selecting users with complete profiles.
One reason might be that the particular algorithm used only a short post-stimulus time window for estimation of the SRF, different from all other approaches; this might cause inaccuracy in the estimated SRF. Thirdly, predictive validity could be improved by optimising high-pass filtering.
Thus, the sensitivity of the apparatus can be improved by using dichroic filters specifically made for GFP detection.
Grinshpun recommends that schools situated near highways be retrofitted with air filtration systems to clean up traffic pollutants, adding that most schools are already equipped with central HVAC systems that can be improved by adding special filters to trap ultrafine diesel exhaust particles.
The standard clipping process can be improved by the leading edge filter described here which minimizes the satellite signature effect and reduces the average single-shot RMS per normal point from 15.44 to 4.85 mm (Figure 7).
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