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However, an important source of error in this value comes from the systematic errors in the kATP values (see above and Supplementary data).
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This suggests that there was a large error in the value, or an error in the model related to the balance around metabolite C which involved fluxes v2, v3 and v6.
This separated calculation of the two parameters (a, m) is not physically correct, thereby, it induces an error in the value of water saturation using Eq. 1.
Small molecules tend to be scored worse by scoring functions, causing a favorable error in the value of AUC.
The error in the values of FP_TEMP also affects the values of FLTGRADE and GRADE, but not very often.
The error in the values of FP_TEMP primarily affects the pulse height data (i.e. the values of PHA, ENERGY, and PI).
However, the presence of the 0.3 exponent in Equation 62 makes these equations relatively insensitive to small errors in the value used for h.
If you need an exact value, watch out for rounding errors in the value of conversion you use.
Noise: This is the result of mislabeled examples (class noise) or errors in the values of attributes (attribute noise).
The latter can be viewed as a lattice sampling with error-in-level values.
While we do not claim that poor predictability always implies likely error in the experimental value, this is not unknown.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com