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An additional limitation of these methods is that only few of them have been validated quantitatively by determining the errors in their estimations.
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By calculating the error band at the maximum and the minimum operating temperatures, as well as by determining the error compensation value from the error band based on the measurement moisture content, the final effective result was derived.
Models including one to four biomarkers were constructed and tested by determining the error rate of classifying tumor and normal samples in a leave-one-out cross-validation paradigm.
Wherever applicable, statistical significant differences were evaluated by determining the standard error of the mean.
The FitSpace Explorer package of KinTek Explorer was used to estimate the confidence in the best-fit values by determining the sum square error for all pairs of parameters.
We calibrated imputation error by determining the threshold of posterior probability that yielded a 10% error rate for the CEU reference panel and a 5% error rate for the YRI reference panel, averaged over 6,800 SNPs for which we masked the experimentally determined genotypes.
The optimised location of R-EDFA for the longest transmission distance can be experimentally determined by determining the threshold of bit error rate.
A theoretical distribution was developed by determining the minimum mean squared error iteratively for the mean and standard deviation for each data set.
The TWRM's bacterial foraging-optimized PID control scheme schematic description is demonstrated in Fig. 3. Figure 4 shows the MATLAB/Simulink model of the PID controller optimized by BFO built to determine the errors using Eqs.
As some(same) values are predicted by this method and as we have their real values, we can evaluate the validation of the model by determining prediction error (Fig. 6).
Step 4. Repeated Steps 2 and 3 until convergence, which was assessed by determining whether the difference between the squared error in the present iteration and the previous one was <10 3.
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