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Figure 4 shows the marginal posterior PDFs for the top coefficients for the BMA models.
Normally, we may consider this sample problematic and remove it from the analysis; however, cluster result using genes with the top 5% coefficient of variation showed the correct grouping).
The top absolute coefficients were dominated (12/18 bacterial species) by CAI-ER or EL-ER correlations.
Genes with the top correlation coefficients (R) and equivalent distribution of positive and negative correlation are shown.
Interestingly, the sum of the lowest three quartiles shows a nearly perfect inverse correlation with the top quartile (correlation coefficient of -0.999, not shown).
The top-order coefficients of the operator A ( x, D ) are assumed to be continuous up to the boundary in each subdomain Ω k but may have jumps across the interface Γ.
We applied the G = MAT model on the dataset and examined the top-scoring coefficients of the model.
The pair of decay constants for Hyperexponential 1 were 0.05 s and p, and that of Hyperexponential 2 were 0.2 s and p. The coefficients were then truncated to keep only the top s nonzero coefficients, the rest were made zero, and 50% of the nonzeros had negative signs.
While in the other, image decimation is realised through a modified inverse transformation of the top left 4×4 coefficients.
For computational reasons, we used the top 50 PCA coefficients as our feature representation.
In order to reduce the dimensionality of the feature, we selected the top 300 PCA coefficients and use that as our HOG-based feature representation.
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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