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Therefore, the singularized-cell seeding approach at medium density generates similar purities and yields as previous model iterations and does so in a more controllable manner.
The Maxent modeling procedure assesses the importance of the individual and collective contributions that each variable makes to the distribution of human Brucellosis cases through 1) jackknife analysis, 2) average area under the curve (AUC) values for 10 model iterations and 3) average percentage contribution of each variable to the model.
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Additionally, other procedures such as model calibration, which may require thousands of model iterations, can increase running time and thus further reduce rapid modeling and analysis.
Forest stand age was initially established with Forest Inventory and Analysis (FIA) data and tracked through model iterations.
Field validation of these models will increase model accuracy and future model iterations will integrate new and/or higher resolution environmental data as it becomes available.
(a) The original image, (b) the initial contour, (c) the result of the RSF model with regularization parameter v = 0.004 × 2552, (d) the result of the proposed model, (e) final level set function of the RSF model (270 iterations), and (f) final level set function of the proposed model (100 iterations).
We performed model iterations with several different age categories of housing and presented the best-performing model.
Figure 2 and online supplementary figure S1 show the cost-effectiveness planes comparing the joint density of incremental costs and incremental effects for 10 000 model iterations.
Deducting the volume of our reconstructed respiratory structures from each of these models yields total body masses of 22 117, 27 741 and 38 225 kg for the three model iterations.
All model iterations were implemented in R 3.0.2 with the mnormt, plotrix, and hierfstat packages (Goudet 2005; Lemon 2006; Genz and Azzalini 2013; R core team 2014).
We report 95% credible interval estimates based on the 2.5th and 97.5th centiles of results generated from 500 model iterations.
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