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Therefore, caution is recommended, especially if classifications are to be use in a normative manner.
If classifications are constructed according to different parameters and that information is not evident, then we will not know what sorts of entities and relations are represented by a classification.
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If classification result fails the process is repeated until a qualified result is obtained.
For some crops, an increase of uncertainty was observed when increasing the quantity of images, even if classification accuracy was improved.
If classification class by SVM is 1, the trigger is on and the system actuates the FES to stimulate the patient.
Nonetheless, all classifiers perform better than if classification was done by chance (50%% accuracy), or by always indicating the class with higher count (65%% accuracy).
A model might under-fit the target concept which results in an overly smooth predicted activity space, or if classification is applied, in large areas of compounds with same predicted class.
If classification of the P300 deflection in response to this spatial information is possible, it introduces a new means of creating a truly auditory BCI.
If classification were done randomly, the AUC is expected to be 0.5 and for the perfect score the AUC is equal to 1.
Even if classification is easier for such data, this is offset by the smaller data size.
Reads were discarded if classification at two SNP positions within the same read conflicted.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com