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As an extension of this classification, the number of molecules involved in the rate-limiting step of a several-stage reaction also can be used for classification of the overall reaction.
In addition when dealing with fingerprint classification, the number of classes corresponds to the number of individuals in the dataset.
It is remarkable that the 5-protein signature not only has a better average performance, but also presents the best result on 16 of the 24 algorithms used for classification (the number of errors highlighted in bold text indicates the best performance for this particular classifier).
For successful and less complex classification, the number of dimensions needed to be reduced.
Depending on the classification, the number of HPV types included in the composite measures could be different.
As to ELM [ 43] for classification, the number of hidden neurons is set at 1000, and the activation function uses sigmoid functions.
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In addition, when we compared the parasite load with the definite clinical status of the animal (without parasite load classification), the numbers of positive symptomatic dogs were higher than asymptomatic and oligosymptomatic ones.
In fact, for each functioning year, a classification of the number of cycles according to the DOD is done.
Fig. 5 Accuracy of the SVM classification versus the number of selected features.
A resampling simulation was conducted to identify the sensitivity of the photograph classification to the number of photographs classified.
Trisorio and Borlizzi ([2011]) provide a classification of the number of HNV farming systems in Italy, by combining individual data collected by Farm Structure Surveys (FSS) and the Farm Accountancy Data Network (FADN).
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