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The identification of new categories was aided by the classification schema provided by other databases such as LIPID MAPS [13], ChEBI [15] and DrugBank [30].
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The classification schema introduced by Hippocampome.org [11] defines neuron types based on their properties, starting from morphological patterns and with the added specification of molecular and electrophysiological features.
To facilitate the transition toward APG IV, we also provide the spreadsheet of the classification schema for all seed plant genera that will be adopted by TaiCOL (Additional file 1: Appendix S1).
Synonyms were also considered and included in the classification schema.
We have adopted the classification schema described in DEDB [ 4], incorporated into the ASGS [ 6] platform.
This process was repeated with all clusters until the classification schema is completed.
The classification schema we created for resource functionalities is shown in Figure 1.We used the same approach to create the resource type and the domain classification schemas, but in both cases we considered common nouns instead of verbs.
If a match is found, then the resource is annotated with the corresponding category in the classification schema.
A central design decision in the development of the classification schema was to explicitly implement model parameter optimization routines to maximize the generalization power of the results.
According to the classification schema of the San Diego medical examiner system, 67.9 % (104/153) were unexplained, and 32%% (49/153) were explained deaths.
We adopted the terminology most frequently used by MI researchers in their publications to create the concepts and hierarchical relationships belonging to the classification schemas.
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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