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Yesterday's joint report found two key reasons for the wrong classification of reports of rape as "no crimes".
The buildup to the Paralympics featured reports that some British athletes have been placed in the wrong classification, greatly enhancing their chances of winning medals.
That level of dominance is why Hermitage, whose cerebral palsy mainly affects the left side of her body, has heard insinuations that she is competing in the wrong classification.
To improve and maximize the accuracy of the classification and also minimize the wrong classification, CSCA came to the picture.
The expected utility of using an active classifier depends on both the cost required to obtain the values of additional attributes and the penalty incurred if the classifier outputs the wrong classification.
Here the omission of HgBr2 leads to the wrong classification of PMA (Fig. 5b).
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It should be pointed out that STRING data contains many predicted PPIs, which may lead to the wrong classifications.
Most of standard learning algorithms have been designed for balanced data (the data with the same frequency of samples in each class), where the cost of wrong classification is the same within all classes.
In some cases, the cost of wrong classification can be very high in a sample of a special class, such as wrongly misclassifying cancerous individuals or patients as healthy ones.
Moreover, the cost for a wrong classification can be so high that it is convenient to reject the sample which gives raise to an unreliable result.
In several occasions, this process is carried out by non-suitable personnel in this area, which increases the chances of generating a wrong classification and, therefore, of negatively altering the results of the entire process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com