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Note, that in the case of binary classification (DS event / no DS event) accuracy corresponds to the area under the curve (AUC).
When adverse event accuracy is critical to a clinical trial, unadjudicated self-reports or hospital discharge codes cannot be relied upon.
When adverse event accuracy is critical, researchers should consider adjudicating self-reported events and hospital discharge codes, and attempt to identify unreported events.
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For adverse events, accuracy, specificity and sensitivity of the algorithm ranged from 95-10095-100%
While most of the methods achieved good results in the 'easy' cases of equal group size and consistent splicing events, accuracy dropped quickly when sample sizes in groups diverged, less samples per condition were spliced, or expression intensity decreased.
As a consequence, even if the output contains only correct events, the accuracy for the event detection is limited by the used metric.
Participation of the child in the event increases accuracy of free recalled information and decreases suggestibility (Tobey & Goodman, 2010).
The evaluation results show that the knowledge of context can be used to substantially increase the acoustic event detection accuracy compared to the context-independent baseline approach.
For particularly strong magnetic storms such as the October 2003 event, the accuracy of our method might thus be limited even in the mid-latitudes.
We repeated this process 20 times for cross validation, and Table 3 shows the overall normal and abnormal event detection accuracy rate.
Drivers were evaluated on response time for detecting a potentially hazardous event, detection accuracy for target (hazard) and non-target objects, and headway with respect to the hazards.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com