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Each of the experiments for TLBO and SGO is repeated 30 times (we have taken the same number of experimentations which have been done in [22] to make the comparison fair) with different random seeds, and the best mean values produced by the algorithms have been recorded.
One-way analysis of variance (ANOVA) was applied to the dose- and time-dependent studies to assess the statistical significance of mean values produced by varying exposures.
This peak probably explains the low mean values produced for mild states in this study, but also the high level of inconsistency.
We applied one-way analysis of variance (ANOVA) to the dose- and time-dependent studies to assess the statistical significance of mean values produced by varying XE exposures.
Sensitivity analyses conducted with missing data for BMI and vegetable intake replaced with sex-specific mean values produced estimates similar to those of the minimally adjusted models; however, ambient PM2.5 was not associated with a significant decrease in nonaccidental mortality among women in this analysis (see Supplemental Material, Tables S3).
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The corresponding mean metric values produced with the NN method for the 3-channel system are 0.988, 0.063 and 9.126, respectively.
For the unpaired analysis, as in the direct comparison experiments, mean residual values produced by using the Imin pooling metric are less than or equal to those produced by the Iavg pooling metric.
In the 30 cases where a second set of four images was acquired by a different observer, values from the first observer were used for the main analyses but the mean elasticity values produced by the first observer were additionally compared with those produced by the second observer and the intraclass correlation coefficient was calculated.
The coarse-grained time-series for time scale n is the sequence of mean center-of-pressure values produced by dividing the original time-series into non-overlapping windows with n data points, and then calculating the mean value for each window.
In the 15 cases where a second pair of images was acquired by a different observer, values from the first pair were used for the main analyses - but the mean elasticity value produced by the first observer was additionally compared with that produced by the second observer, and the correlation coefficient was calculated.
In conclusion, the monthly mean daily and annual DNI values produced by the first model of the proposed methodology are excellent according to the measured ones.
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