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Participants were not required to have a background in astronomy, but still delivered classification results of "remarkable quality" (Smith et al. [2011]).
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Through experimental evaluation, the CBS was shown to deliver classification results with high accuracy under two real time series datasets.
The technique delivers improved classification with comprehensive interpolated minority instances.
Table 12 deliver the classification performance by using diverse numbers of mappers.
A prototype system is implemented on an FPGA platform and tested with real data of handwritten and printed English characters delivering satisfactory classification results.
While doing so, we have proposed discriminant function which is non-parametric, free of implicit assumptions but delivering better classification accuracy in structure learning.
Thorough empirical studies, confirmed by their corresponding statistical tests, have numerically validated the efficacy of gClass, which delivers better classification rates than state-of-the-art classifiers while having less complexity.
However to date, the absence of reliable assessment systems that can deliver ICF classification has meant that there has been no means of generating population Ievel ICF data.
Table 4 also shows that in terms of the different channel combinations the proposed method almost always delivers higher classification accuracies as compared to the method from [17] in the 2-classes case.
For the automatically segmented database, classification delivered a specificity of 77% for a sensitivity of 90%.
For the anterior drawer test (in 90° of flexion), the classification delivered 8 knees between 5 and 10 mm and 70 knees below 5 mm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com