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We selected these parameters after some experimentation with different values in order to retrieve only strong candidates for HGT and to keep detection of false positives to a minimum.
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Samples showing reduced coverage were removed, and only probes with detection levels above background across all samples were kept (detection P < 0.01), resulting in a raw data matrix of 439,385 probes and 32 samples (18 HPV+ and 14 HPV-).
From Figures 4 and 6, we can find that the block DFT filters detection algorithm and the block LMS detection algorithm will lose their detection capability under the low SNR condition, and the BFFTAA-MAE detection algorithm will keep better detection capability at the same SNR.
Therefore, we have to keep the detection threshold in a reasonable interval.
The preferential treatment of the foreground class is intended at this stage of processing to keep the detection rate high.
Especially, the texture features are remarkable since they keep the detection rate constant and at the same time significantly reduce the false-positive rate.
As the figure shows, MATF scheme is able to keep the detection rate nearly about 90%% even in case of higher number of false praise nodes as compared to SATF.
In addition to this, it is a powerful method to keep rapid detection and profiling of protein biomarkers in blood or serum.
A medium luminance filter which removes samples below 10% of the minimum luminance and above 90% of the maximum luminance improves the false-positive rate by 1.4% (compared to the baseline) and keeps the detection rate constant.
Another factor that keeps the detection levels high in this case is that these attacks are not mistaken with occasional network or communication failures, as the previous attack category, and as such, fewer false negatives are generated as shown in Figure 8a.
The precision and comprehensive performances of MFS originally determined by its elastomer structure are significant essentially for humanoid robots to keep balance by detection of external forces/moments during walking motion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com