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Practitioners can choose between the algorithms in the second group of methods depending on the requirements of their applications and available computational resources.
The performance differences between the algorithms in the high SNR regime can be well understood when we look at the accuracy of the algorithms measured with the standard deviation of received SNRs.
A closer investigation of the binding site detections in the STAT6 data revealed the more practical differences between the algorithms in real applications.
In general there was good agreement between the algorithms in predicting the direction of change when compared with the experimental data.
Statistical significance of the observed differences between the algorithms in their semantic similarity scores was assessed using the paired t-test, where the p-value is calculated by the means of the two-tailed Student's t-distribution.
However, only Pp2aa3 was consistently ranked by Normfinder, geNorm and BestKeeper as one of the most stable genes in the leaf bud/leaf and mature organs sample sets, and there was no consistency between the algorithms in the order of ranking for the most stable genes (Table 2).
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6. REN had the highest true discovery rate between all the algorithms in all cases while its sensitivity was almost same as that of LA, JS-A and CREN.
The major difference between the algorithm in [4] and our proposed algorithm is the method of checking the equivalence.
Figure 11 gives the shadow elimination result comparison between the algorithm in [5] and the proposed algorithm for the 10th and 13th frames of video sequence "Silent".
Table 2 Selected video sequences Video sequence type Name Frame size Frame numbers Standard Table 176 × 144 150 Silent 352 × 288 300 Self shoot Men 352 × 288 150 Wait 352 × 288 150. Figure 10 gives the shadow elimination result comparison between the algorithm in [5] (only considering HSV color space) and the proposed algorithm for the 1st and 3rd frames of video sequence "Table".
As in the RA, the difference between the algorithms used in cooperative schemes is higher that than in the first scenario, differing by about 7.5 dB, for BER = 10−3.
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