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The first group used the test dataset (126 positive instances and 10588 negative instances) without sampling, while the second group used the rebuilding test dataset with SMOTE oversampling and K-means clustering undersampling, and they are extracted by 120D feature extraction algorithm.
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For the last several months Ms. Elsener, an organist and organ builder, has been refurbishing, rebuilding, testing and tuning St . Lukes newest addition, a 1957 organ that provided music for three cathedrals in Canada before being mothballed.
Mr. Ritter's article was written before American officials disclosed that Iraq was rebuilding and testing a short-range missile system, which is permitted under United Nations sanctions and does not appear to be immediately threatening.
Vaughan also urged England's management to embrace Pietersen's approach as the team look to rebuild with Test series against Sri Lanka and India later this year.
The United Nations is supposed to excel as ringmaster during international disasters, but rebuilding Haiti may test its limits.
"This is where we design, build, test, and rebuild after failed tests, many of our vehicles," Roy says, after I've been led through no less than three beeping security doors.
I believe not only time, but the inclusion of African American owned DNA testing companies have played an important part in rebuilding trust in the industry.
Rebuilding trust.
This paper illustrates a proof-of-concept of the coupling between a thermo-chemical ablation model and modern uncertainty quantification techniques with the aim of rebuilding the ablative material tests performed in the inductively coupled Plasmatron facility at the von Karman Institute.
If you are not getting yourself and your business out there by testing and rebuilding then you are not structured for success.
Ireland, who will shortly be seeking a third successive Six Nations title, hope Farrell will add extra steel as they seek to rebuild following the Test retirements of O'Driscoll and Paul O'Connell.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com