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The proposed procedure computes the gradient of a cost function by computational costs comparable to a model simulation itself, thus enabling the management of large-scale systems.
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Based on the similarity of these two graphs, as well as the extremely low CpG content of the interferon alpha genes, we expect that a mouse model will be comparable to a human model for determining if innate immune genes are avoiding CpG dinucleotides.
The any cycle model correctly classified 76% of patients, and the test characteristics were comparable to a recent model of risk for severe or febrile neutropenia across four cycles of chemotherapy (Shayne et al, 2007b).
Second, we demonstrate how ADtree models not only perform comparable to a SVM-based models but also present us with specific evidence for the classification label allowing us to interpret the model within the context of current experimental observations.
The spline variables in model 1 are calculated backwards as described in equation (12), to make the intercept comparable to a flexible parametric cure model.
We find that even with a noisy and extremely sparse phone-based point process representation, obstruent phones can be decoded at accuracy levels comparable to a basic hidden Markov model baseline and with improved robustness.
Despite the seemingly apparent complexity regarding how DNA sequences affect nucleosome position, a model (Tillo and Hughes 2009) considering only local G+C% is able to generate a predicted genome-wide nucleosome profile highly similar to the true profile in the budding yeast Saccharomyces cerevisiae, with an overall performance comparable to a much more complicated model (Kaplan et al. 2009).
The null resolution is almost comparable to an on/off reflection model with significant transition effects.
The sensor signal, i.e. the temperature difference between downstream and upstream elements, was more than 60 °C when the central heater was heated 300 °C above room temperature, which was comparable to a thin-membrane device modeled.
Minocchieri et al. [ 50], using an upper airway model comparable to a 32-week gestation infant, reported similar results.
The comparable perturbation to a model applying control based, for example, upon a specific target copy number would be to vary the value of this target.
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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