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The decision theoretic framework is used to design an unsupervised algorithm that navigates the UAVs to minimize the selected loss function.
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The average accuracy rates for SCSP2 (minimizing the selected channel(s) while maintaining the accuracy comparable to all channels' accuracy) were 79.07% with 8.55 average number of channels and 79.28% with 7.6 average number of channels for the first and second datasets, respectively.
The cultures revealed a very similar growth behavior that was characterized by almost identical doubling times of the dtxR mutant (4.8 ± 0.41 h) and the wild-type (4.4 ± 0.18 h), indicating that differences in growth of both strains were apparently minimized under the selected cultivation conditions.
Pm = α RS S p RS S max + p p max The model which minimizes the Pmis selected, as the inclusion of more variables into the model does not lead to a significant decrease of the RSS.
The model has two objectives (a) to minimize the number of selected relationships and (b) to maximize the total importance of the selected relationships.
The constraints of the ILPP ensure that every deadlock marking is recovered by at least one selected recovery transition and the objective function is used to minimize the number of selected recovery transitions.
Importantly, we use nearest centroid as the prototype to simultaneously minimize the number of selected features and the leave-one-out cross validation error of classifier.
Our samples included widely spaced sections (one every twenty) and fields of view, selected by a systematic random sampling method to minimize the likelihood of selecting varicose axons from the same parent branch.
Mutual information based feature selection algorithm was initially proposed by Battiti [73] to maximize the relevance between the input features and the output and to minimize the redundancy of the selected features.
Therefore, for adaptation of the ICF codes, a priori selection of ICF codes specific to a target population can minimize the burden of selecting numerous ICF codes.
Such a phenomenon is also in accordance with the purpose of SPA, which is to minimize collinearity among the selected variables.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com