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Therefore, the classification for the minority of classes (e.g. around 500 high-frequency classes in the experiment) can be viewed as a goal not very far from the final goal (classification for 40k classes).
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Although the main goal in classification is to build a model with minimal mis-classification error in cross-validation (Table 1), in this application we are equally interested in identifying TFBSs as highly important discriminating variables.
The goal of classification is to predict the discrete type of output values whereas estimation is aimed at finding the continuous type of output values.
As the dimension reduction of the original space is only one step in the procedure whose goal is classification, the scattering matrices-based dimension reduction method was tested as the most appropriate choice.
If the goal of classification is to provide classes with members that possess similar properties or, in terms of our network model, that display the same pattern of connection, then processual versatility is a defect in a putative class.
Because the goal of classification criteria is to identify patients for enrollment into clinical trials before any treatment, the response to corticosteroid therapy should be used in verifying the classification of a patient as having PMR, although it should not be used as a classification criterion.
"Once again" is especially appropriate in the microbial context because-as Woese has reminded us repeatedly-before 16S rRNA became the "universal molecular chronometer", microbial systematists had given up on any larger evolutionary taxonomy and were learning to be content with identification being the only realizable goal of classification.
The International Paralympic Committee said that in line with its strategic goal to make classification easier to understand, it would aim to drop combined classes in athletics by the time of the next Games in Rio.
Table 2 Product type classification Goal: developing/propagating a specific curriculum and/or pedagogy C1.
The goal of pattern classification is to predict the category of the input data using its attributes.
The main goal of the classification of earthquake-triggered landslide events is to help improve total seismic hazard assessment over short and longer terms.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com