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The average absolute deviations for training, validation and test sets are 0.68%, 0.64%, 0.68%, respectively.
The maximum average absolute deviations were 0.06% for critical temperatures and 0.35% for critical pressures.
The average absolute deviations were found to be 1.1 and 1.3% for viscosity and thermal conductivity of carbon dioxide respectively.
Average absolute deviations are lower than 4.0% and the maximum individual absolute deviation in solubility is 12.6%.
Average absolute deviations between the reported data and the proposed correlations are found to be around 1% demonstrating the excellent performance of proposed correlation.
The average absolute deviations of the temperature and the vapor compositions correlated by the three models for all the systems are below 0.55 K and 0.019, respectively.
Similar(35)
The average absolute deviation for the test data set was found to be 0.067 J K−1 g−1.
These predictions have an average absolute deviation of 8.6 kcal mol−1.
The average absolute deviation for the temperature output was in range 2% to 3.3%.
The average absolute deviation between reported data and the proposed correlation is less than 2%.
The correlation coefficient (R2) and the overall average absolute deviation (AAD) are 0.9516 and 3.43%, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com