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False classification can lead to human and environmental health risks and also has important financial consequences for the waste owner.
The rates of false classification of normotension/hypertension with the wrist device were small and at least as reliable as office measurements.
Finally, after considering all performance measurements like detection rate, false positive rate, F-score, AUC (ability to avoid false classification) etc., we have selected the two best IDSs.
A false classification of patients with a favourable prognosis would namely result in an ethically unacceptable decision to withdraw medical treatment.
This reduction also improves the segmentation process decreasing the number of pixels that are bad classified in the clustering part (false classification).
For the ChimpTaï dataset, however, the system's performance is almost equally caused by false classification, with P FC of 17.73% and P FR of 13.52%.
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Correct classification of 94% was achieved, whereas 4 false classifications have been observed for the test group of 68 subjects in total.
False classifications of decay stages of fruit were as low as 4.2%andd 18.5% for recently dropped fruit and rotten fruit, respectively.
Only 3.52% was due to false classifications.
However if there are ambiguous road scenes or sequences of them, false classifications will remain.
Additional to false classifications, it is also possible that the system rejects known individuals or accepts impostors.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com