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The accuracy of all classifications for each class along with the overall accuracy and the kappa coefficient is given in Table 3.
The accuracy of all classifications for each class along with the overall accuracy and the kappa coefficient is given in Table 2. From the table, for this challenging classification scenario, the best result is from CDL-MLR with OA=98.26 %, AA=98.72 %, and κ=0.9806.
We also assessed the clinical significance of all classifications in terms of relapse.
For reads containing more than one EGT and therefore more than one classification, the taxonomic classifications were merged into a single one that was determined as the lowest common ancestor of all classifications.
There were 18 486 care homes of all classifications on the CQC register in 2008, 18 040 in 2010 and 17 527 in 2012.
Using this process, we were able to match the LB data to 98.75% of all classifications of care homes on the CQC register for 2008, 99.39% for 2010, and 99.29% for 2012.
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(XLSX 27 kb) Additional file 5: List of indicator species for all classifications.
See Additional file 4 for the complete list of classifiers (genes) for all classifications.
It is a book outside of all classification.
Finally, we compare the stability of all classification methods.
The accuracy of all classification methods for each class along with the overall accuracy and the kappa coefficient is given in Table 1.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com