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Comparison of the results of these calculations with experimental measurements have revealed an extraordinary level of accuracy, with agreement to nine significant digits in some cases.
The highest level of accuracy with ANFIS was achieved when predicting CFRP bar crack width, where RMSE = 8.05E−07.
We found that the level of accuracy with the size of training set varies for different algorithms.
The numerical results reveal that an adaptive-sparse PDD method achieves a desired level of accuracy with considerably fewer coefficients compared with existing PDD approximations.
In doing so, we show that GP emulation can provide an acceptable level of accuracy, with no bias and low statistical dispersion, while tremendously reducing the computational time.
The results show that the combined GPS + GLONASS data produced almost the same level of accuracy with the GPS-only data if there is a sufficient number of GPS satellites with good geometry.
Similar(37)
It is demonstrated that a high level of accuracy, within 10% with 95% confidence, can be achieved if the prescribed FE methodology is followed.
Computer scoring produced "virtually identical levels of accuracy, with the software in some cases proving to be more reliable," according to a University of Akron news release.
Proxy models proved to be able to predict critical performance indicators such as cumulative oil production, and oil flow rates within high levels of accuracy (with a correlation coefficient of 0.91 on average).
As can be seen, both studies result in very similar levels of accuracy with different data sets and programming approaches, underlining the reliability of this method.
By comparing manually corrected and automated annotations we were able to show that AutoEPG is capable of high levels of accuracy, with respect to both detection of discrete signals and their correct annotation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com