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The excretion of acetoin, which can be diagnosed by the Voges Proskauer test and serves as a microbial classification marker, has its vital physiological implications to these microbes [2].
In addition, this result suggests the potential of designing a reliable classification marker based on the quantification of few gene products by qPCR or any other method to quantify RNA or protein products.
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Out of tens of thousands of emails that the FBI investigated, they only found three with classification markers.
Both binary severity classification markers--modified-NYU and CPT--had statistically significant effects (ORs of 2.32 & 4.26; p <.001).
If a Bonferroni corrected p value is used for classification, markers with p values between 0.05 and 1.6E-03 1.6E-03hange category.
The proposed two-step Bayes classification framework was equal to and, in some cases, outperformed other classification methods in terms of prediction accuracy, minimum number of classification markers, and computational time.
Full results of the ANOVA with the exact genes and Venn diagrams demonstrating the overlap between the cell classification markers and response markers are available online (see Additional data files 1, 2, and 3).
The MSSC-MSF uses multispectral-spatial classification for marker selection, and MSF is built on the obtained markers.
The objectives of feature selection for predictive classification and marker identification bear close resemblance.
Furthermore, performance (for either predictive classification or marker identification) depends on the threshold used to discriminate between categories.
Our software provides an easy to use and scalable alternative to taxonomic classification of marker genes that is applicable to any nucleotide fragment.
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