It was a special case of consistency across all datasets.
The results demonstrate that the proposed CEHO exhibit better to competitive results across all datasets.
Other metrics, such as the clustering coefficient, exhibit less prominent patterns consistent across all datasets.
We observe similar patterns across all datasets (see Additional file 1 for comparisons for all datasets).
Additionally, let us recall that the same feature selection method was used for all AD methods across all datasets (ReliefF top 20 features).
Maxillofacial bone segmentation was performed identically across all datasets using thresholding with lower attenuation = 226 HU and upper attenuation = 3071 HU [23, 24].
Although certain filters were applied (collinearity, missing values, and constant and near-constant), large numbers of descriptors (800 1000 across all datasets) remained available for modeling.
Finally, Table 9 presents the Friedman's test results showing that there are significant differences in the mean rankings observed for the methods across all datasets.
RDP Classifier analysis revealed Prevotella, Subdoligranulum, and Butyricicoccus were consistently overrepresented in all samples from human subjects and red-tailed guenon and across all datasets.
Direct comparisons of the RDP-classifier and MEGAN assignments show near-perfect correlations across all datasets at phylum, order and class levels with Pearson correlation coefficients of over 0.99 in each case (Figure 6 and Table S2).
The largest aspect of head shape diversity was variation in preorbital size, and this variation was described by a single, shared PC trajectory across all datasets (Figures 3 and 4, Table 3).
