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Eight well-known classification methods were tested and compared.
Figure 4 shows four corners in the plane representing well-known classification procedures.
The objective of this research is to assess the relative performance of some well-known classification methods.
It can use any well-known classification algorithm, such as discriminant analysis, linear logistic regression and support vector machines.
The algorithm is evaluated and compared to nine other well-known classification techniques in 35 varied application domains.
This study evaluates the relative performance of some well-known classification techniques, as well as a proposed hybrid method.
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Although still religiously committed, Linnaeus' (1735) well-known classifications of the natural world are instances of such diagrams.
Other less well-known classifications were awarded during the Giro, whose leaders did not receive a special jersey.
Other less well-known classifications, whose leaders did not receive a special jersey, were awarded during the Giro.
Numerical experiments with two real ERP-EEG datasets show that, on one hand, GSDA outperforms standard SDA in the sense of classification performance, sparsity and required computing time, and, on the other hand, it also yields better overall performances, compared to well-known ERP classification algorithms, for single-trial ERP classification when insufficient training samples are available.
This type of decision tree structure has been popularized by the well-known CART (Classification and Regression Tree) algorithm [28].
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