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The genes in the analyzed lists were ordered from the highest to the lowest average deviation from the mean of the relative transcript abundance value calculated across samples.
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In order to improve prediction, multiple other models were tested, and a model that resulted in a low average deviation from the experimental bulge values with minimal parameters was derived.
The lowest average standard deviation of director ages is found among the boards of the Utilities industry (Figure 8).
The results show that proposed model yielded accurate gas oil MMP with lowest average absolute deviation (AAD) and highest square of correlation coefficient (R2).
Comparison of the DAK-SBV, DAK-Kay, and proposed correlations showed that the presented model yielded the most accurate predictions with the lowest average absolute deviation (0.42%) among them.
The JCF model provided the best fit and the lowest average absolute relative deviation (AARD) varied from (3.58 to 6.80)%.
The results of modeling revealed that the Bartle et al. model leads to the lowest average absolute relative deviation (AARD %) of 9.48.
Method 7 had the lowest mean deviation from method 12 (mean deviation = 12) followed by method 5 (mean deviation = 35), which in real terms relates to an average of 12 and 35 days between the estimate for method 12 and each of these methods, considerably better than the average across all methods (77 days).
The proposed model produces a low average relative deviation (AARD) of less than 6.4% taking into consideration all 1672 experimental data values.
This simple model shows a low average relative deviation (AARD) of 3.65% for a data set including 496 (396 for training and 100 for validation) experimental glass transition temperature.
Thus, an optimal CGH profile has a low variance to give a better estimate of the copy number level, a high dynamic range to give the best resolution of copy numbers and a low average standard deviation for reproducibility.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com