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(3) Using the parameters that did not have measurement abilities was avoided. .
The error in the glass viscosity was obtained by using the parameters that would give maximum and minimum viscosity values.
In all cases, we have reported results using the parameters that gave the best overall result for a given video sequence, or for the test video set used.
In the test period, therefore, the method is applied using the parameters that were optimal in the training period: these parameters are not re-fitted.
Then, multivariate analysis was conducted by logistic regression analysis, using the parameters that showed a significant difference in univariate analysis as independent variables and anemia status as dependent variable.
The restriction on the seismic moment was imposed because the amplitude of the synthetic waveforms was not consistent with the observed amplitude if the seismic moment of Subevent 1 was greater than that of Subevent 2. Figure 6 shows the synthetic velocity waveforms calculated using the parameters that minimize the Fourier spectrum error without restricting the seismic moment.
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For the above reasons, we used the parameters that provided the highest accuracy.
The next step was to use the parameters that were optimal [ 5] according to our methodology in other algorithms that have been thoroughly tested by the scientific community.
We compared GEMOT's performance on co-mapped sub-networks to that of alternative network construction algorithms, including the QTLNet method (Neto et al., 2010), the QPSO methodology (Wang and van Eeuwijk, 2014), and a Bayesian construction proposed by Hageman et al. (2011); for all methods, we used the parameters that gave the best results for the tested networks.
For correlations between the groups, the Pearson correlation was used for the parameters that fitted normal distribution, and Spearman's tests were used for the parameters that did not the fit normal distribution.
All algorithms were run using the parameter values that yielded the highest accuracy in orthogroup prediction on the six yeast proteomes dataset.
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