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On the other hand, the expected classification performance indicated by AUROC is effectively equal for all methods, including the SVM.
The rule minimizes the expected classification cost, defined on the basis of classification and error costs peculiar for the application at hand.
The E IT values were found according to the expected classification with SS showing the highest values followed by TMA and Ni-Ti wires.
For the official German NA EFL tests, Tiffin-Richards (2011) reported an expected classification accuracy of.76 (.90) on the five CEFR proficiency levels, based on maximum likelihood estimates of examinee ability and their standard errors.
The expected error taken over the randomness of is called expected classification error and this is a deterministic quantity which is a function of classification rule and the joint feature-label distribution.
The result of the first stage test shows that the sample B should be assigned to class 9, but the sample A and sample C should be assigned to 1.2G, which is out of the expected classification, 1.4G and class 9, in the Model Regulations.
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Therefore, it was expected that classification and clustering would be the most frequently applied tasks.
As expected, the classification rates did decrease, but were still better than chance.
As expected, GO classification suggested that those transcripts were mostly related to basal plant metabolic processes or structures.
As implemented here, the procedure finds the boundary that maximises the expected overall classification accuracy in new, unclassified examples.
As expected, taxonomic classification accuracy also increased with read length (Fig. 3c) and sequence similarity to the best database hit (Fig. 3d).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com