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In addition, the percent of variability in the immune response measures explained by the haplotypes was modest, even for the two models with statistically significant global tests (r-squared = 0.80% for the association of antibody levels with the combined class I and class II haplotype, and 4.98% for the class II only extended haplotype).
The combined class belonging information of features in the designing process of model further enhances its decision-making ability.
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Assuming that the two classes differ only in the probability γ and (gamma^{prime}), we can obtain a model for the dynamics of the combined classes by considering the following 8-equation system, where the (N^{prime}) populations refer to the variant class with an increased probability (gamma^{prime}) of first reproducing as a small adult.
A similar procedure can be used to distinguish class k from the others: we use a normal approximation Gjk for the distribution of the combined classes other than k, and compute <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0012334.e007.PNG" class= inline-graphic"/>.
Additionally, if classes 1 and 2 (lower risk) are combined and compared to the combined classes 3 and 4 (higher risk) there are significant differences for the variables related to sex acts and unprotected sex (See Table 5).
The combined classes 8 and 9 generally give the highest MCC values, again with the exception of chlorophyll proteins, while classes 1 and 7 tend to return the lowest MCC values.
Many typical examples fall into this combined class.
Mr. Loeser said the city would "do a combined class then".
c Class III: combined Class I and Class II spectra.
Upon further inspection of these plots, the level 4 and level 5 complexities consistently outperform the other levels of complexity, with either the highest percentage of combined classes 0 (< 20 g/m2) and 1 (< 200 g/m2), or the lowest percentage of combined classes 2 (< 400 g/m2) and 3 (> 400 g/m2).
In contrast, high levels of exposure to traumatic loss were associated only with membership in the combined PTSD/PGD class relative to the resilient class.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com