An example of classification rule is "if pos40 = T and pos265 = T then the specimen is classified as Ompok bimaculatus".
However, in an example of classification of naive in vitro drug treatment sample based on gene expression data, Gunther et al. (2003) showed reduced prediction accuracy of random forests (83.3%) compared with DT (88.9%).
One example of classification disagreement reflects differences in the separation into luminal A and B tumors, which mainly depends on proliferation-related genes with luminal B tumors displaying higher expression of such genes.
The series of examples of classification of drugs by their activity (active or nonactive), by their mechanisms of action, by their target and binding site and by the most important stages of their action are given.
The appendices include some useful information relating to signs, symbols and formulae, useful normal values and examples of classification systems.
The problem of training autoencoders (with logistic regression as the classification layer) on sets of small sizes is considered on the example of image classification and scene categorization tasks.
Subject to paragraph (d)(3) of this section, examples of classifications that, based on all the relevant facts and circumstances, may be bona fide include full-time versus part-time status, different geographic location, membership in a collective bargaining unit, date of hire, length of service, current employee versus former employee status, and different occupations.
Examples of classifications are antibiotic, coenzyme and agonist (biological); donor, ligand, inhibitor (chemical); and pesticide, antiasthmatic (applications).
An example of the classification is shown in Figure 2. The classification included green spaces ranging in size from large parks to the numerous small 'Recreation Reserves', some at less than 0.02 ha (200 m).
This classification places viruses into seven groups: As an example of viral classification, the chicken pox virus, varicella zoster (VZV), belongs to the order Herpesvirales, family Herpesviridae, subfamily Alphaherpesvirinae, and genus Varicellovirus.
Details on the classification strategy are given in Supplementary Methods and a small example of the classification process is shown in Supplementary Information (Additional file 12: Figure S7).
