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We show that the approach recovers known neuron types in the retina and enables predictions of connectivity, better than simpler algorithms.
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Finally, we show that our algorithm performs better than simpler symbolic algorithms.
Our results show that although kriging is a statistically optimal method, it is not markedly better than simpler interpolation algorithms, though it is considerably more complex to use.
This kind of routing mechanism performs better than simple flooding algorithms, but it still relies on basic flooding mechanism during the period of path discovery.
Our aim is to get a better and simpler algorithm that would be comparable with the best ones available.
The ensemble classifier usually performs better than simple classifiers [ 53].
The results show that the HGEO has better performance than GAs or other related simpler algorithms.
We found that cRBH almost always outperformed all other algorithms, suggesting that simpler algorithms may often perform better than more complex ones in identifying orthologs across species, but that the false discovery rate of all algorithms was dramatically increased when groups of paralogs stemming from the WGD event were examined.
Why are decentralized control algorithms better than centralized control algorithms?
By comparison, the prediction performance of GPS 3.0 was better than other algorithms, such as GPS 2.0, PSSM and the simple motif method.
Several studies have compared projections by different models, concluding that complex-fitting algorithms provide generally better projections than simpler analogues [47], [48].
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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