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In Fig. 7c, several IMOPs in the DPC family are classified and can be classified well when the SNR is above 4 dB.
It is observed that, in case of no occlusion, happiness and neutral can be classified well with highest accuracy (100%), while the other five expressions are recognized with lower accuracy (96 99%).
These signals have similar PSMFRs and the reason is that they are classified by the same threshold Th1. Figure 7b shows the PSMFRs of BFC and Costas coded signals in the DFC family, and they can be classified well when the SNR is above 3 dB.
Many African populations already manifest risk factors for NCDs, despite remaining classified well within the World Bank low-income category.
Some proteins are classified well into specific groups according to the protein annotations: CRP (group I), FLP (group VI), FixK (group IX), NtcA (group X), and FtrB (group XI).
To check whether or not known interactions and unapproved pairs can be classified well in certain dimensions, we made the distributions of C t w, C d w, C t b, and C d b scores in feature vectors by histograms for four types of DTIs.
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The proposed taxonomy is used to classify well known techniques, for example, N-version programming, exception handling and data diversity.
For a window size of 20, one sees considerable structure along the chromosome, with some regions classifying well, and others poorly.
We found that RBF kernel overfits this dataset but polynomial and linear kernels classify well.
Iterated BMA and least-angle regression were able to classify well using a far smaller set of features than those chosen by stepwise feature selection.
We provided evidence that the features (genes) selected by the combination of the GA and the SVM are small sets of features that classify well and that work best in combination (Figs 2– 5).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com