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Table 8 also shows why the calculation of Precision and Accuracy in the usual way is not suitable to assess model performance on the given dataset because of huge number of 0's.
The calculation of precision and recall are the same as in protocol 1A.
The ISCD recommendation for degrees of freedom refers to the calculation of precision errors using DXA.
For the calculation of precision and recall and the generation of the precision‐recall plots the R package ROCR [ 32] was used.
As a result, for some of the GO‐BP categories (and the associated classifiers) there are a number of folds that contain only negative classes, and therefore classification (and calculation of precision) cannot be performed.
The vertical dotted line corresponds to the maximum probability above which the precision of PHASE is over 0.9, and the horizontal dotted line corresponds to the MC value above which precision of MixSIH is over 0.9 (see the Additional file 1 for the calculation of precision).
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The calculations of precision, recall, and F-score are done using the evaluation library provided by the BioCreAtIvE IV organizers, downloaded from http://www.biocreative.org/resources/biocreative-ii5/evaluation-library/.
Locations outside the transcripts (O) and introns (I) were treated as the same in calculations of precision and recall.
It is important to note that the standard text-mining metric calculations of precision and recall may be imperfect within the context of CTD curation.
Calculation of localization precision: In order to determine the localization precision of the imaging system, HiLyte Fluor 647-labeled Aβ42 and 488-labeled POM1 solutions were diluted (1 n M in PBS) and adsorbed onto a cleaned glass cover-slip for imaging.
This tendency was also reflected in the calculation of "the precision ratio of identifying the negative emotional tendency".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com