Sentence examples for groups of descriptors from inspiring English sources
To test the importance of the various groups of descriptors, we retrained the RF after selectively removing one group of descriptors from Selection 2, and this was performed for each of 10 groups of descriptors (Table 2).
Therefore, we performed further PCA analyses for each of 19 groups of descriptors from Table 2 (using both cation and anion descriptors).
The absence of bond-breaking difference pair descriptors in this selection suggests that the relevant information they would possibly encode is included in the patterns generated by other groups of descriptors.
As mentioned before, we added an additional file containing a description of the groups of descriptors.
However, we expect overlap in the description of chemical structure by various groups of descriptors.
Abstract: You discuss "two groups" of descriptors but do not mention what these two groups are.
This group of descriptors turned out to be the most useful for the purpose of ILPC tool development, both in terms of diversifying ionic liquids and underlying the correlation of their structure and properties.
At this stage, we attempted to determine for which group of descriptors (and by that we mean for which particular structural properties) the distribution of ILs on the PC scatter plot is in good accordance with the distribution of the physicochemical property values (marked as colored dots; see the methodology paragraph for details).
Another group of descriptors with high discriminative power are those related to connectivity (Additional file 1).
You form two group of descriptors, but you do not give us a list of which descriptors are deemed to be entropy-based and which aren't.
As might be intuitive, when only considering the first two principal components, descriptor sets cluster the way they are derived, with Z-scales, VHSE and ProtFP (PCA) falling into one cluster, T-scales and ST-scales forming a second group of descriptor sets, and FASGAI, BLOSUM and MS-WHIM descriptor sets being somewhat distinct to the above groups.
