It rates abnormal concentrations of smoke into 5 classifications according to the Ringelmann Scale of the Bureau of Mines.
For the purposes of this study the pathologies were categorized into 15 classifications.
As my colleague, Richard Stiennon, pointed out earlier this year at the RSA Security Conference, there are more than 1,440 cybersecurity companies globally fitting into over 80 classifications.
In the COG classification, 15041 unigenes were classified into 25 function classifications.
The vegetational map of Africa and general vegetation groupings used in this article mainly follow the White map and its extensive annotations, although some 100 specific types of vegetation identified on the source map have been compressed into 14 broader classifications.
In total, 34,918 unigenes were annotated and grouped into 25 COG classifications.
However, within each of the three categories, few genes were assigned to the subcategories of "growth", "cell junction" and "receptor regulator activity".> To classify orthologous gene products, 10,631 (16.3%) non-redundant unigenes (Table 3) were subdivided into 25 COG classifications.
To classify orthologous proteins, the assembled unigenes were compared against KOG, which presents in the Cluster of Orthologous Groups (COG) database and contains protein sequences from seven eukaryotic genomes [ 48]. 13,240 unigenes were grouped into 26 KOG classifications (Table 2 and Additional file 3).
In the class-modular concept, the original K-classification problem is decomposed into K 2-classification subproblems.
For the case k>3, this study proposes a one-vs.-one-vs.-rest (OOR) scheme that decomposes the problem into k k−1)/2 ternary classification subproblems based on the assumption of ternary voting games.
