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The huge number of benign singletons makes it challenging to reliably identify the minority of malicious singletons.
Martin Ledwick, Cancer Research UK's head information nurse, said: "The symptoms for prostate cancer are similar to a number of benign and harmless conditions but it's worth being aware of them and getting anything unusual checked out with your GP.
The smoothing voter is an appropriate voter for applications in which maximising the number of correct outputs and minimising the number of benign errors of the system is the main concern, and a slight degradation in safety can be tolerated.
Our system is designed to help decrease the number of benign biopsies without missing malignancies.
(0…5) Number of benign apps detected AIS, mAIS Standard AIS: The number of benign apps the mature detector set did not match.
Experiment 3 evaluates if the number of benign nodes affects the detection performance or not.
mAIS: The number of benign apps our committee machine was able to unsuccessfully classify.
A number of benign and malignant pathologies may also mimic some of the features of meningiomas.
Number of benign nodes is also a very important parameter to evaluate a detection mechanism of wormhole.
The results of experiment 3 show that the number of benign nodes does not affect the detection performance.
At a threshold of 0.21, 98%, of the malignancies would be biopsied, and the number of benign biopsies would be decreased by 41%.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com