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But we do need some benchmark rules for tracked data.
A set of benchmark rules are applied to different models and their objective values are recorded.
By relying on the Pareto dominance rather than any specific objective, the proposed MO-GPHH was able to evolve very competitive rules as compared to existing benchmark rules in the literature.
Simulation scenario and the considered benchmark strategies are presented in Section 7. Finally, the proposed joint scheduling function and priority class filtering policy are evaluated in Section 8 along with the state-of-the-art benchmark rules.
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However, the sEXP and EXP_MT rule have a lower bandwidth efficiency as can be seen in the Fig. 9 where these schemes are situated below the benchmark rule.
The E2M rule starts with a lower spectral efficiency, below the benchmark rule, but then rises from 50 UEs onwards with a change ranging from approximately 1 to 13 %.
The IMPACT benchmarking rule has significant potential value due to the common and expensive nature of treating PE in hospital.
In the current era of cost-conscious healthcare, there is a growing need for a benchmarking rule that payers and hospitals can use to assess whether they are providing optimal and efficient acute care for patients presenting with PE. Coleman et al 8 derived such a multivariable benchmarking rule for in-hospital PE mortality using a large US commercial claims database.
The best obtained dispatching rule is combined with a list of benchmark dispatching rules to generate a set of candidate rules.
Thus, it can be concluded that the E2M rule outperforms the benchmark EXP rule as well as the other proposed schemes.
Compared to the benchmark EXP rule, the mEXP rule's change in percentage initially increases from 5 to 50 UEs in an approximate range of 2.41 to 76.66 %.
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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