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Based on this assumption, clustering is performed by the algorithm while ensuring balanced load on the nodes.
In two of the three cases, the structure of the dimer was exactly as predicted by the algorithm, while in the third case the relative orientation of the monomers in the dimer was different from the predicted one.
Empirically, our experiments suggest that many associations are returned by the algorithm, while few associations will be returned beyond the maximum depth of 6.
A higher sensitivity suggests that more "true" members of the clusters have been identified by the algorithm, while a higher specificity suggests that more background data points are excluded from the clusters.
Sites with strong fluorescence intensity in the medium depth channel are usually classified as negative by the algorithm, while sites with loss of fluorescence in the medium depth channel are typically classified as positive.
Recall is the proportion of all documents of a given category that are categorized as that category by the algorithm, while precision is the proportion of all documents that are categorized as a given category by the algorithm that actually belong to that category.
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ASA reduces this effect somewhat by decreasing the aggressiveness of the algorithm while the environment remains stable.
The hopcount is defined as the average numbers of hops of the paths followed by the corresponding algorithm, while the path value is the average sum of weights on these paths.
The number of features removed by e-GA-MTL is determined automatically by the genetic algorithm, while the number removed by GA-MTL-IR is prespecified.
The learning strategy of the network focuses on the local properties of the signal using a self-organised hidden layer inspired by the immune algorithm, while the recurrent links of the network aim at recalling previously observed signal patterns.
The main difference of the output of the two algorithms is that femtocell 6 is configured to operate at the 50% of its maximum transmission power by the DRA algorithm, while the SA algorithm configures it at the maximum power level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com