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By using a set of benchmark datasets, this method was observed to perform better than several of the best existing methods.
The comparison results identify the best existing methods and show that the five newly presented heuristics are competitive or better than the best performing ones in the literature for the permutation flowshop problem with the total completion time criterion.
Our novel genotype imputation method, LD-kNNi, does not rely on physical or genetic maps and imputes genotypes as accurately as the best existing methods that require ordered markers.
In a first series of experiments, we compare the accuracy obtained by WINPOP to the best existing methods for local ancestry inference such as LAMP (Sankararaman et al., 2008a), SABER (Tang et al., 2006) and HAPAA (Sundquist et al., 2008).
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We have found that Ding's algorithm is the best existing method in rate-distortion, SCD, and AGOP performance, while Matsuoka's algorithm is the latest and simplest technique for SCD and AGOP.
The best existing method exploits information from sequence and structure to achieve a precision (the fraction of predicted catalytic residues that are catalytic) of 18.5% at a corresponding recall (the fraction of catalytic residues identified) of 57% on a standard benchmark.
With new Al-Qaeda threats to our airlines and passengers, now is the time for the Homeland Security Department to discard political correctness and do the right thing: adopt the best existing profiling methods before another disaster occurs.
The presented approach has the best performance among the existing methods in terms of solution time and quality.
The experiments on different image databases demonstrate that our method always has the best performance among all existing methods regardless of using CCN, PCE, or correlation as a detection statistic.
To the best of our knowledge, existing methods only address one or two of the three factors discussed above.
The AUC value of our GEP classifier is 0.7761 which is 0.0237 higher than ION which has the best performance among other existing methods, and is 0.113 higher than the average AUC value (= 0.6631) of these existing methods.
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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