In practice, regular attributes and criteria coexist in most classification tasks.
However, the large number of PolSAR parameters and discriminators cannot all be used in most classification problems.
This is of particular importance for bioinformatics, as side information on confounders is abundant in most classification tasks on biological data.
Generally speaking, simple classification models are capable of giving good performance in most classification problems, including the molecular classification of cancer, if a small number of features are correctly selected [ 6, 12, 14, 88, 89].
The algorithm identified multiple predictive gene pairs for each phenotype, with cross-validation accuracy ranging from 70 to nearly 100percentt, and high sensitivity and specificity observed in most classification tasks.
Most classifications in the insurance and finance literature begin with the behaviour of the upper tail for a non-negative variable, or one that is only defined above a minimum value; see Embrechts et al.
In fact, most classification schemes use only a few high frequent genes or molecular markers.
Another group of unusual forms, the lepospondylians, resembled amphibians but are not included within the class in most recent classifications.
The genus Luciogobius is monophyletic and does not include I. koma and I. saikaiensis, which are treated as species of Luciogobius in most recent classifications [ 13].
Inu koma and I. saikaiensis are included in Luciogobius in most recent classifications [e.g. [ 13]], but they are treated as a separate genus, which concurs with our phylogenetic results.
