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"Although some cyclists are surprised to discover it, they must comply in most instances with the same rules that apply to motorists".
The instances with the same labels are forced to be neighbors while separating the instances with different labels.
Instances with the same label are matched and forced to be neighbors while those with different labels are separated.
Note that similar results were obtained when AURA-DC was used on the same instances with the same parameters.
For different parametric instances with the same topology but different geometries, this method allows to have the same representation: i.e., meshes (or parameterizations) with the same topology.
Side information consistency suggests that the similarity of side view features between instances with the same label should have higher probability to be larger than that with different labels.
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For instance, with the same subject, SUB-1, MC_5 achieved a precision of 57.74 and 42.28 % with MC_7, while P-DPA_M1 and P-DPA_MN using a dynamic length achieved Precision values of 51.06 and 54.21 %, respectively.
This is not to claim that our scales are better than other measures by simply employing multiple dimensions of assessment, but rather to state that as the objective of our benchmark is professional development, it seems natural that teachers' developmental issues with their classroom language use will differ from person to person, and even from instance to instance with the same individual.
For instance, with the same feedback bits, at an outage probability of 10−3, PFPPC with 1 bit requires roughly 7.8 dB less power than GA does; and PFPPC with 2 and 4 bits feedback provide around 5.6 and 2.3 dB power savings over GA, respectively.
The instance with a smaller batch ID value was selected if the instance with the same condition instance was present in different batches.
As with other similar models, the solution time for an instance with the same number of surgeries varies considerably depending on the data.
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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