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The consistency of most clay soils could be described as firm to very stiff with few soft and hard samples.
In fact, it is common that some classes have more hard samples while some classes have more easy samples.
The main difference between the two CNNs is that the cascade CNN is a classifier 2, which is for recognition and trained only using hard samples.
The S u computed according to Eq. (9) varied between 30.3 and 460 kPa in the clay soils tested with an overall average value of 129 kPa, thus the consistency of most soils could be described as firm to very stiff with few soft and hard samples.
Similar(56)
"To me there was something unyielding in his surname, a word like a machine part," Freddie says, "or a small hard sample, perhaps, of some mineral ore".
In addition, online and offline hard sample mining are jointly utilised to further strengthen the power of networks.
The cDNA used for MPSS sequencing was constructed from stage II berries (green hard) sampled from field-grown V. vinifera cv.
(c) else: choose n hardest samples per class based on to form.
The hardest samples were obtained at η of 67 J/mm3, and the optimum wear resistance was measured at η of 200 J/mm3.
The SCLCs made with treated LWAs and 5% nS were found to be the harder samples in this research.
This sample selection scheme has a problem that is against the design principal of boosting, where the hardest samples should be selected for subsequent learning.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com