For the above reasons, we used the parameters that provided the highest accuracy.
(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 the test period, therefore, the method is applied using the parameters that were optimal in the training period: these parameters are not re-fitted.
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.
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.
For MHC2SKpan, we learned the model using the parameters that achieved the best average AUC per allele in the training data, and made prediction on the test allele.
In general, one can estimate that gene duplications predating the evolution of the last common ancestor of the A, B and D genomes of wheat around 5 10 million years ago should exhibit greater sequence divergence than that shown between homoeologs of the same gene, and should therefore be amenable to correct assembly using the parameters that were used here.
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.
